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ATA Creativity Global

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FY2022 Annual Report · ATA Creativity Global
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UNITED STATES
SECURITIES AND EXCHANGE COMMISSION
WASHINGTON, D.C. 20549

FORM 20-F

(Mark One)
☐ REGISTRATION STATEMENT PURSUANT TO SECTION 12(b) OR (g) OF THE SECURITIES EXCHANGE

ACT OF 1934

OR

☒ ANNUAL  REPORT  PURSUANT  TO  SECTION  13  OR  15(d)  OF  THE  SECURITIES  EXCHANGE ACT  OF

1934

For the fiscal year ended December 31, 2022

OR

☐ TRANSITION  REPORT  PURSUANT  TO  SECTION  13  OR  15(d)  OF  THE  SECURITIES  EXCHANGE ACT

OF 1934

For the transition period from                      to                     

OR

☐ SHELL  COMPANY  REPORT  PURSUANT  TO  SECTION  13  OR  15(d)  OF  THE  SECURITIES  EXCHANGE

ACT OF 1934

Date of event requiring this shell company report

Commission file number: 001-33910

ATA Creativity Global

(Exact Name of Registrant as Specified in Its Charter)

Not applicable
(Translation of Registrant’s Name Into English)

Cayman Islands
(Jurisdiction of Incorporation or Organization)

c/o 1/F East Gate, Building No. 2, Jian Wai Soho,
No. 39 Dong San Huan Zhong Road,
Chao Yang District, Beijing 100022, China
(Address of Principal Executive Offices)

Ruobai Sima
Chief Financial Officer

ATA Creativity Global
c/o 1/F East Gate, Building No. 2, Jian Wai Soho,
No. 39 Dong San Huan Zhong Road,
Chao Yang District, Beijing 100022, China
Telephone: +8610-6518-1133
Facsimile: +8610-5869-8106
(Name, Telephone, E-mail and/or Facsimile Number and Address of Company Contact Person)

Securities registered or to be registered pursuant to Section 12(b) of the Act:

Title of each class
American Depositary Shares, each representing
two common shares, par value $0.01 per share  

Trading
Symbol(s)
AACG

Name of each exchange
on which registered
Nasdaq Global Market

Securities registered or to be registered pursuant to Section 12(g) of the Act: None

  
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Securities for which there is a reporting obligation pursuant to Section 15(d) of the Act: None

Indicate the number of outstanding shares of each of the issuer’s classes of capital or common stock as of the close of the period covered by the annual
report:

   63,244,340 common shares

Indicate by check mark if the registrant is a well-known seasoned issuer, as defined in Rule 405 of the Securities Act.    ☐  Yes    ☒  No

If this report is an annual or transition report, indicate by check mark if the registrant is not required to file reports pursuant to Section 13 or 15(d) of the
Securities Exchange Act of 1934.    ☐  Yes    ☒  No

Indicate by check mark whether the registrant (1) has filed all reports required to be filed by Section 13 or 15(d) of the Securities Exchange Act of 1934
during the preceding 12 months (or for such shorter period that the registrant was required to file such reports), and (2) has been subject to such filing
requirements for the past 90 days.    ☒  Yes    ☐  No

Indicate by check mark whether the registrant has submitted electronically every Interactive Data File required to be submitted pursuant to Rule 405 of
Regulation S-T  (§232.405  of  this  chapter)  during  the  preceding  12  months  (or  for  such  shorter  period  that  the  registrant  was  required  to  submit  such
files).    ☒  Yes    ☐  No

Indicate by check mark whether the registrant is a large accelerated filer, an accelerated filer, a non-accelerated filer, or an emerging growth company. See
the definitions of “large accelerated filer,” “accelerated filer,” and “emerging growth company” in Rule 12b-2 of the Exchange Act.

Large accelerated filer   ☐

  Accelerated filer  ☐

   Non-accelerated filer   ☒

  Emerging growth company   ☐

If an emerging growth company that prepares its financial statements in accordance with U.S. GAAP, indicate by check mark if the registrant has elected
not to use the extended transition period for complying with any new or revised financial accounting standards† provided pursuant to Section 13(a) of the
Exchange Act.  ☐

† The term “new or revised financial accounting standard” refers to any update issued by the Financial Accounting Standards Board to its Accounting

Standards Codification after April 5, 2012.

Indicate  by  check  mark  whether  the  registrant  has  filed  a  report  on  and  attestation  to  its  management’s  assessment  of  the  effectiveness  of  its  internal
control  over  financial  reporting  under  Section  404(b)  of  the  Sarbanes-Oxley  Act  (15  U.S.C.  7262(b))  by  the  registered  public  accounting  firm  that
prepared or issued its audit report.  ☐

If securities are registered pursuant to Section 12(b) of the Act, indicate by check mark whether the financial statements of the registrant included in the
filing reflect the correction of an error to previously issued financial statements.  ☐

Indicate by check mark whether any of those error corrections are restatements that required a recovery analysis of incentive-based compensation received
by any of the registrant’s executive officers during the relevant recovery period pursuant to §240.10D-1(b).  ☐

Indicate by check mark which basis of accounting the registrant has used to prepare the financial statements included in this filing:

U.S. GAAP  ☒

International Financial Reporting Standards as issued
by the International Accounting Standards Board  ☐

Other  ☐

If  “Other”  has  been  checked  in  response  to  the  previous  question,  indicate  by  check  mark  which  financial  statement  item  the  registrant  has  elected  to
follow:    ☐  Item 17    ☐  Item 18

If  this  is  an  annual  report,  indicate  by  check  mark  whether  the  registrant  is  a  shell  company  (as  defined  in Rule  12b-2  of  the  Exchange
Act).    ☐  Yes    ☒  No

(APPLICABLE ONLY TO ISSUERS INVOLVED IN BANKRUPTCY PROCEEDINGS DURING THE PAST FIVE YEARS)

Indicate  by  check  mark  whether  the  registrant  has  filed  all  documents  and  reports  required  to  be  filed  by  Sections  12,  13  or  15(d)  of  the  Securities
Exchange Act of 1934 subsequent to the distribution of securities under a plan confirmed by a court.    ☐  Yes    ☐  No

 
 
 
        
 
 
 
  
  
 
  
Table of Contents

TABLE OF CONTENTS

Introduction
Forward-looking Statements
Part I.
Item 1. Identity of Directors, Senior Management and Advisers
Item 2. Offer Statistics and Expected Timetable
Item 3. Key Information
Item 4. Information on the Company
Item 4A. Unresolved Staff Comments
Item 5. Operating and Financial Review and Prospects
Item 6. Directors, Senior Management and Employees
Item 7. Major Shareholders and Related Party Transactions
Item 8. Financial Information
Item 9. The Offer and Listing
Item 10. Additional Information
Item 11. Quantitative and Qualitative Disclosures About Market Risk
Item 12. Description of Securities Other Than Equity Securities
Part II.
Item 13. Defaults, Dividend Arrearages and Delinquencies
Item 14. Material Modifications to the Rights of Security Holders and Use of Proceeds
Item 15. Controls and Procedures

Item 16. Reserved
Item 16A. Audit Committee Financial Expert
Item 16B. Code of Ethics
Item 16C. Principal Accountant Fee and Services
Item 16D. Exemptions from the Listing Standards for Audit Committees
Item 16E. Purchases of Equity Securities by the Issuer and Affiliated Purchasers
Item 16F. Change in Registrant’s Certifying Accountant
Item 16G. Corporate Governance
Item 16H. Mine Safety Disclosure
Item 16I. Disclosure regarding Foreign Jurisdictions that Prevent Inspections
Part III.
Item 17. Financial Statements
Item 18. Financial Statements
Item 19. Exhibits
Signature

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Table of Contents

Except where the context otherwise requires and for purposes of this annual report only:

INTRODUCTION

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  unless otherwise noted, all references to years are to the calendar years from January 1 to December 31 and references to our fiscal year or

years are to the fiscal year or years ended December 31.

  the “Company” refers to ATA Creativity Global, formerly known as ATA Inc.

  “we,” “us,” “our company,” “our” and “ACG” refer to the Company and its subsidiaries, as the context requires.

  the “VIE” refers to ATA Intelligent Learning (Beijing) Technology Limited, our variable interest entity based in China, and its subsidiary, as

the context requires.

  the “WFOE” refers to ATA Education Technology (Beijing) Limited, formerly known as ATA Testing Authority (Beijing) Limited.

  “Huanqiuyimeng” refers to Beijing Huanqiuyimeng Education Consultation Corp., 100% equity interests of which were acquired by the VIE

and us in 2019 (the “Huanqiuyimeng Acquisition”).

  “ATA  Online”  refers  to ATA  Online  (Beijing)  Education  Technology  Co.,  Ltd.,  which  was  a  wholly  owned  subsidiary  of  us  and  was

disposed of by us on August 16, 2018.

  “ATA  Online  Business”  refers  to,  collectively,  ATA  Online  and  its  subsidiaries,  ATA  Learning  (Beijing)  Inc.,  or  ATA  Learning,  and

Zhongxiao Zhixing Education Technology (Beijing) Limited, which were former subsidiaries of the Company incorporated under the laws of
mainland China and holding companies of ATA Online, which we disposed of on August 16, 2018.

  “China,” “Chinese” and “PRC” refer to the People’s Republic of China.

  all references to “Renminbi” or “RMB” are to the legal currency of mainland China, and all references to “U.S. dollars,” “dollars,” “$” or

“US$” are to the legal currency of the United States.

  “U.S. GAAP” refers to generally accepted accounting principles in the United States.

  “PRC GAAP” refers to generally accepted accounting principles in mainland China.

  “PRC law(s) and regulation(s)” refers to the laws and regulations of mainland China.

  “PRC subsidiary” means any direct and indirect subsidiary of the Company incorporated and domiciled in mainland China.

  “credit hour” refers to the standard unit we use to measure educational credit for our portfolio training services (as defined below) and other
educational services; each credit hour roughly equals one hour of time committed by our teachers in our portfolio training services and other
educational services.

This annual report on Form 20-F includes our audited consolidated financial statements as of December 31, 2021 and 2022 and for each of the years
in  the  three-year  period  ended  December  31,  2022,  and  the  related  notes.  Each  of  our American  depositary  shares,  or ADSs,  represents  two  common
shares. Our ADSs are listed on the Nasdaq Global Market, or Nasdaq, under the symbol “AACG”.

We  conduct  our  business  primarily  in  China  and  the  majority  of  our  revenues  and  expenses  are  denominated  in  Renminbi.  The  conversion  of
Renminbi into U.S. dollars in this annual report is based on the noon buying rate in the City of New York for cable transfers of Renminbi per U.S. dollars
certified for customs purposes by the Federal Reserve Bank of New York, as set forth in the H.10 weekly statistical release of the Federal Reserve Board.
Unless otherwise noted, all translations from Renminbi to U.S. dollars in this annual report are made at a rate of RMB 6.8972 to US$1.00, the noon buying
rate in effect as of December 31, 2022. We make no representation that any Renminbi or U.S. dollar amounts could have been, or could be, converted into
U.S. dollars or Renminbi, as the case may be, at any particular rate, or at all.

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Table of Contents

FORWARD-LOOKING STATEMENTS

This annual report on Form 20-F contains forward-looking statements within the meaning of the US. Private Securities Litigation Reform Act of
1995.  Such  forward-looking  statements  are  based  on  our  current  expectations,  assumptions,  estimates  and  projections  about  us  and  our  industry. All
statements other than statements of historical facts in this annual report are forward-looking statements. In some cases, these forward-looking statements
can be identified by words and phrases such as “may,” “should,” “intend,” “predict,” “potential,” “continue,” “will,” “expect,” “anticipate,” “estimate,”
“plan,” “believe,” “is /are likely to” or the negative form of these words and phrases or other comparable expressions. The forward-looking statements
included in this annual report relate to, among others:

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  our goals and strategies;

  our future prospects and market acceptance of our products and services;

  our future business development and results of operations;

  our plans for mergers and acquisitions;

  the impact of the Huanqiuyimeng Acquisition;

  projected revenues, profits, earnings and other estimated financial information;

  our plans to expand and enhance our products and services, and increase our online and hybrid offerings;

  the potential market size and growth of our products and services;

  competition in the market for our products and services;

  PRC laws, regulations and policies, including those applicable to the education industry, internet content providers, variable interest entity

and foreign exchange;

  the impact of the political tensions between the United States and China or other countries, and the impact of actual or potential international

military actions;

  the impact of the outbreak and continuing spread of the coronavirus disease, or COVID-19, and other pandemics or natural disasters; and

  assumptions underlying or related to any of the foregoing.

These forward-looking statements involve various risks, assumptions and uncertainties. Although we believe that our expectations expressed in these
forward-looking  statements  are  reasonable,  our  expectations  may  turn  out  to  be  incorrect.  Our  actual  results  could  be  materially  different  from  our
expectations. Important risks and factors that could cause our actual results to be materially different from our expectations are generally set forth in “Item
3.D. Risk Factors” and elsewhere in this annual report.

The forward-looking statements made in this annual report relate only to events or information as of the date on which the statements are made in
this  annual  report. All  forward-looking  statements  included  herein  attributable  to  us  or  other  parties  or  any  person  acting  on  our  behalf  are  expressly
qualified in their entirety by the cautionary statements contained or referred to in this section and under the heading “Risk Factors” below. Except to the
extent required by applicable laws and regulations, we undertake no obligation to update any forward-looking statements to reflect events or circumstances
after the date on which the statements are made or to reflect the occurrence of unanticipated events.

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Table of Contents

PART I.

ITEM 1.

IDENTITY OF DIRECTORS, SENIOR MANAGEMENT AND ADVISERS

Not applicable.

ITEM 2.

OFFER STATISTICS AND EXPECTED TIMETABLE

Not applicable.

ITEM 3.

KEY INFORMATION

Overview

We are an international educational services provider focusing on providing quality international educational experiences related to the cultivation
and improvement of students’ creativity. Currently, our principal product and service are portfolio training services which we provide to students in China
who  are  interested  in  studying  art  overseas.  We  believe  we  are  one  of  the  leading  players  in  the  portfolio  training  market  in  many  regards,  including
geographic  coverage,  product  breadth  and  student  enrollment,  among  others.  To  achieve  our  one-stop  service  strategy,  we  also  provide  research-based
learning services, overseas study counselling services, in-school art classes through cooperation with high schools and training organizations, junior art
education and other educational services to our students. We have successfully helped thousands of students in China gain entry into art universities and
colleges in the U.S., UK, Europe, Japan, Australia and other countries, among which quite some have gained entry into top art universities and colleges in
such countries. While working on developing new international education related products and services, we are also exploring acquisition opportunities in
the international education sector to broaden our service spectrum.

For the fiscal year ended December 31, 2022, we had 4,029 students enrolled, of which 56.4% were enrolled in our portfolio training programs and
the  remainder  were  enrolled  in  our  other  programs.  Our  net  revenues  were  RMB  162.2  million,  RMB  202.2  million  and  RMB  206.8  million  ($30.0
million) in the fiscal years ended December 31, 2020, 2021 and 2022, respectively.

The Company is not a Chinese operating company but a Cayman Islands holding company with operations conducted primarily through its PRC
subsidiary Huanqiuyimeng and its subsidiaries. The Company, through its wholly owned subsidiary ACG International Group Limited, or ACGIGL, holds
69.04% of the equity interests of Huanqiuyimeng. The Company also has the power to direct activities of the VIE through the WFOE and consolidates the
VIE into its consolidated financial statements under U.S. GAAP. As of the date of this annual report, the VIE has no business operations of its own, but
holds 30.96% equity interests in Huanqiuyimeng, and 70% equity interests in Beijing Zhenwu Technology Development Co., Ltd., or Beijing Zhenwu, a
PRC company newly established in August 2021 for purpose of developing and marketing our project-based learning services in the form of short-term art
courses but has no business operations as of the date of this annual report. Other than holding equity interests in Huanqiuyimeng and Beijing Zhenwu, the
VIE also holds minority investments in two PRC companies. Notwithstanding the foregoing, as we are currently expanding our online courses and other
services, for which an internet content provision license, or ICP license, may be required under PRC law, we may elect to provide such services through
the VIE in the future if and to the extent that an ICP license or any other license or permission not available for foreign-invested companies is required. The
variable interest entity structure is a structure commonly used to provide contractual exposure to foreign investment in China-based companies where PRC
law prohibits or restricts direct foreign investment in the related Chinese operating companies, and investors may never be able to directly hold equity
interests in the VIE. This structure involves unique risks to investors and PRC regulatory authorities could disallow our variable interest entity structure,
which may result in a material change in our operations and/or value of our ADSs, including that it could cause the value of our ADSs to significantly
decline or become worthless. See “Item 3.D. Risk Factors — Risks Relating to our Corporate Structure.” for more detailed discussions.

We operate business primarily in China and are subject to complex and evolving PRC laws and regulations. Uncertainties in the PRC legal system
and the interpretation and enforcement of PRC laws and regulations could limit the legal protection available to you and us, hinder our ability to offer our
ADSs  in  the  future,  result  in  a  material  adverse  effect  on  our  business  operations,  and  damage  our  reputation,  which  might  further  cause  our ADSs  to
significantly decline in value or become worthless. See “Item 3.D. Risk Factors — Risks Relating to Doing Business in the People’s Republic of China.”

Recently, the PRC government initiated a series of regulatory actions and statements to regulate business operations and overseas listing in China
with little advance notice, including cracking down on illegal activities in the securities market, enhancing supervision over China-based companies listed
overseas using variable interest entity structure, issuing new regulations requiring Chinese companies conducting direct and indirect overseas securities
offering and listing to complete filing procedure, adopting new measures to extend the scope of cybersecurity reviews, and expanding the efforts in anti-
monopoly  enforcement.  Since  these  statements  and  regulatory  actions  are  new  or  still  evolving,  it  is  highly  uncertain  what  existing  or  new  laws  or
regulations or detailed implementations and interpretations will be modified or promulgated, if any, and the potential impact of such modified or new laws
and regulations will have on our daily business operation, the ability to accept foreign investments and list on an U.S. or other foreign exchange. See “Item
3.D. Risk Factors — Risks Relating to Regulations of Our Business” and “Item 3.D. Risk Factors — Risks Relating to Doing Business in the People’s
Republic of China.”

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Table of Contents

Our Corporate Structure

The Company is not a Chinese operating company but a Cayman Islands holding company with operations conducted primarily through our PRC
subsidiary Huanqiuyimeng and its subsidiaries. 69.04% of the equity interests of Huanqiuyimeng is indirectly owned by the Company through ACGIGL, a
wholly owned subsidiary of the Company, and 30.96% equity interests of Huanqiuyimeng is owned by the VIE. We, through the WFOE, entered into a
series of contractual arrangements with the VIE and its shareholders, including (i) powers of attorney under which we can exclusively exercise all rights of
shareholders of the VIE; (ii) exclusive technical consulting and services agreement that allows  us  to  have  sole  and  exclusive  right  to  provide  specified
technical  and  consulting  services  to  the  VIE  and  receive  certain  consulting  fees  from  the  VIE;  (iii)  call  option  and  cooperation  agreement  and  loan
agreements  that  provide  us  with  the  option  to  purchase  the  equity  interest  in  the  VIE;  and  (iv)  equity  interest  pledge  agreements  that  guarantee  the
performance  of  the  VIE  and  its  shareholders’  obligations  under  the  exclusive  technical  consulting  and  services  agreement  and  the  call  option  and
cooperation  agreement.  Under  U.S.  GAAP,  pursuant  to  such  contractual  arrangements,  the  Company  has  (i)  the  power,  through  the  WFOE,  to  direct
activities  of  the  VIE  that  most  significantly  impact  the  economic  performance  of  the  VIE;  and  (ii)  the  obligation  to  absorb  the  losses  and  the  right  to
receive benefits of the VIE that could potentially be significant to the VIE. As such, the Company is deemed to be the primary beneficiary of the VIE for
accounting  purposes  and  must  consolidate  the  VIE.  See  “Item  4.A.  History  and  Development  of  the  Company  —  Our  Consolidated  Variable  Interest
Entity.” and “Item 4.A. History and Development of the Company — Contractual Arrangements with the VIE.” However, these contractual arrangements
may  be  less  effective  in  providing  operational  control  than  direct  ownership  as  the  VIE’s  shareholders  may  fail  to  perform  their  obligations  under  the
contractual  arrangements  and  we  could  incur  substantial  costs  in  enforcing  these  contractual  arrangements  if  we  are  able  to  enforce  these  contractual
arrangements at all. Our rights under such contractual arrangements have not been tested in a court of law, and we cannot assure you that a court would
enforce our contractual rights. There are substantial uncertainties regarding the interpretation and application of current and future PRC laws, regulations,
and rules relating to such contractual arrangements, including potential future actions by the PRC government, which could affect the enforceability of our
contractual  arrangements  with  the  VIE,  and  consequently,  significantly  affect  our  financial  condition  and  results  of  operations.  If  the  PRC  government
finds such agreements non-compliant with relevant PRC laws, regulations, and rules, we could be subject to severe penalties or be forced to relinquish our
interests in the VIE or forfeit our rights under the contractual arrangements. See “Item 3.D. Risk Factors — Risks Relating to our Corporate Structure.”

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Table of Contents

The following diagram illustrates the simplified corporate structure of us and the VIE as of the date of this annual report:

Notes:

(1) ATA Creativity Global is the entity in which investors hold or can purchase their interest.
(2) As of the date of this annual report, the VIE has no business operations of its own.
(3) Beijing Zhenwu was established in August 2021 mainly for purposes of developing and marketing our project-based learning services in the form of

short-term art courses, and has no substantive business operations as of the date of this annual report.

(4) We conduct our operations through Huanqiuyimeng and its subsidiaries. Huanqiuyimeng provides most of the portfolio training services, overseas
study counselling services and research-based learning services, as well as certain other educational services by itself, and also provides some of
such  services  through  its  wholly  or  majority  owned  subsidiaries. As  of April  6,  2023,  Huanqiuyimeng  has  9  directly  or  indirectly  wholly  owned
subsidiaries and 1 directly majority owned subsidiary.

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Table of Contents

Government Regulations and Permissions

As of the date of this annual report, we believe that the Company, its subsidiaries and the VIE have received all requisite permissions and approvals
from the PRC government authorities to operate their business in China and offer securities to foreign investors, and no permissions or approvals have been
denied.  We  have  obtained  an  opinion  from  Jincheng  Tongda  &  Neal  Law  Firm,  our  PRC  legal  counsel,  with  respect  to  all  permissions  and  approvals
necessary to operate our business in China and offer securities to foreign investors. However, as PRC laws and regulations with respect to certain licenses
and  permissions  are  unclear  and  are  subject  to  interpretations  and  enforcement  of  local  governmental  authorities,  we  may  inadvertently  conclude  that
certain  permissions  and  approvals  are  not  required  but  the  regulators  do  not  take  the  same  view  as  we  do.  Also,  if  applicable  laws,  regulations  or
interpretations change, the Company, its subsidiaries and the VIE may be required to obtain additional licenses or approvals. Moreover, there may be new
rules, regulations, government interpretations or government policies in China to govern the businesses we currently operate. Such new rules, regulations,
government interpretations or government policies may subject our business operations to additional license or filing requirements.

Below  is  a  table  summarizing  (i)  all  permissions  and  approvals  the  Company,  its  subsidiaries  or  the  VIE  are  required  to  obtain  from  the  PRC
government  authorities  for  their  business  operations  in  China  as  of  the  date  of  this  annual  report;  (ii)  permissions  and  approvals  which  we  may
inadvertently conclude are not required but the regulators may not take the same view as we do, and (iii) permissions and approvals that are not required
as  of  the  date  of  this  annual  report  but  we  believe  may  be  required  in  the  future  due  to  changes  or  passing  of  applicable  laws,  regulations,  or
interpretations, based on information available to the Company.

Permissions and
approvals the
Company, its
subsidiaries or the VIE
are required to obtain
from the PRC
government authorities
for their business
operations in China
Permissions and
approvals which we
may inadvertently
conclude are not
required but the
regulators may not take
the same view as we do

Permissions
and approvals

Holders of
permissions and
approvals

Business License

Registration and Filing
of Foreign-invested
Enterprises

PRC subsidiaries of the
Company and the VIE
The WFOE and
Huanqiuyimeng

Consequences for not obtaining such
permissions and approvals

Not applicable as all entities required to obtain such
permissions and approvals have obtained such
permissions and approvals.

Our training centers may be subject to various
penalties, including fines, orders to promptly rectify
the non-compliance, or if the non-compliance is
deemed serious by the regulators, our training centers
may be ordered to return course and service fees
collected and pay a multiple of the amount of
returned course and/or service fees to regulators as a
penalty or may even be ordered to cease operations,
which could materially and adversely affect our
business, results of operations, financial condition,
and the value of our ADSs.

Operating Permit for
Private School or
approvals for non-
academic after-school
tutoring institutions
from local competent
authorities (see below
for more detailed
discussion)

One of our subsidiaries
Qingdao Haili
Education Consultation
Co., Ltd., or Qingdao
Haili, has obtained an
Operating Permit for
Private School, but
Qingdao Haili does not
operate any of our
training centers and
none of our training
centers have obtained
an Operating Permit or
approvals for non-
academic after-school
tutoring institutions
from local competent
authorities

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Permissions
and approvals

Holders of
permissions and
approvals

Consequences for not obtaining such
permissions and approvals

None

Travel Agency
Business License (see
below for more detailed
discussion)

ICP license (see below
for more detailed
discussion)

The VIE

Permissions and
approvals that are not
required as of the date
of this annual report but
we believe may be
required in the future
due to changes or
passing of applicable
laws, regulations, or
interpretations

Not applicable

Filing with the CSRC
under the Overseas
Offering and Listing
Measures (see below
for more detailed
discussion)

Not applicable

Cybersecurity review
clearance (see below
for more detailed
discussion)

7

Our PRC subsidiaries engaged in research-based
learning services may be subject to non-compliance
rectification order, confiscation of illegal income
from such business, or fines, which could materially
and adversely affect our business, financial
condition, results of operations and the value of our
ADSs.

Our PRC subsidiaries delivering online courses
services may be subject to non-compliance
rectification order, confiscation of illegal income
from such business, or fines; or if the non-
compliance is deemed serious by the regulators, may
be ordered to suspend business for rectification,
which could materially and adversely affect our
business, financial condition, results of operations
and the value of our ADSs.

The PRC subsidiaries of the Company or the VIE
may be subject to non-compliance rectification order,
warning letters, or fines, which could materially and
adversely affect our business, financial condition,
and results of operations, and/or the value of our
ADSs, or could significantly limit or completely
hinder our ability to offer or continue to offer
securities to investors and cause the value of such
securities to significantly decline or be worthless.

The Company, its subsidiaries and the VIE may be
required to suspend relevant business, shut down
relevant website, or face other penalties, which could
materially and adversely affect our business, financial
condition, and results of operations, and/or the value
of our ADSs, or could significantly limit or
completely hinder our ability to offer or continue to
offer securities to investors and cause the value of
such securities to significantly decline or be
worthless.

  
  
  
 
  
 
  
  
  
 
 
  
  
  
 
  
  
  
 
 
  
  
  
 
Table of Contents

Holders of
permissions and
approvals

Not applicable

Permissions
and approvals

Security Assessment of
Cross-border Transfer
of Personal
Information/ Personal
Information Protection
Certification

Not applicable

Clearance under the
Confidentiality
Provisions (see below
for more detailed
discussion)

8

Consequences for not obtaining such
permissions and approvals

The Company, its subsidiaries and the VIE may be
subject to non-compliance rectification order,
warning, confiscation of illegal income or fines, or if
the non-compliance is deemed serious by the
regulators, suspension of relevant business and
revocation of relevant business operation permissions
or business licenses, which could materially and
adversely affect our business, financial condition,
and results of operations, and/or the value of our
ADSs.

The Company, its subsidiaries and the VIE may be
subject to investigation, fines and other penalties; and
if any related behavior is suspected as a crime, may
be subject to criminal penalties, which could
materially and adversely affect our business, financial
condition, and results of operations, and/or the value
of our ADSs.

  
  
  
 
  
 
  
  
  
 
 
  
  
  
 
Table of Contents

Potential Permissions and Approvals for Business Operations

Operating Permit for Private School

According to the Law for Promoting Private Education, as amended by the Standing Committee of the National People’s Congress of the PRC, or the
NPC,  on  December  29,  2018  (the  “Amended  Private  Education  Law”),  and  the Amended  Implementation  Rules  for  the  Law  for  Promoting  Private
Education  newly  promulgated  by  the  State  Council  on April  7,  2021  which  became  effective  on  September  1,  2021  (the  “Amended  Implementation
Rules”),  private  schools  are  required  to  obtain  operating  permits  from  relevant  PRC  authorities  for  carrying  out  educational  activities. Although  the
Amended Private Education Law generally states that private education institutions are also included in the category of “private schools”, as of the date of
this  annual  report,  relevant  implementing  rules  only  require  private  education  institutions  providing  tutoring  services  on  academic  subjects  for  K-12
students and certain vocational skill education services to obtain private school operating permits.  On  July  24,  2021,  the  General  Office  of  the  Central
Committee  of  the  Communist  Party  of  China  and  the  General  Office  of  the  State  Council  issued  the  Opinions  on  Further Alleviating  the  Burden  of
Homework  and After-School  Tutoring  for  Students  in  Compulsory  Education,  or  the  Opinion,  which,  among  others,  requires  that  local  government
authorities shall (i) classify non-academic subjects according to the categories of sports, culture and art, science and technology and other non-academic
subjects  and  designate  the  competent  authorities  responsible  for  administering  such  non-academic  after-school  tutoring  institutions  respectively,
(ii) formulate standards for different categories of non-academic subjects and (iii) conduct strict examination before granting any permission. As of the
date of this annual report, certain local government authorities (including some of the areas where we have training centers) have promulgated rules that
require  non-academic  after  school  tutoring  institutions  in  areas  for  K-12  students,  such  as  art,  music,  among  others,  to  obtain  private  school  operating
permit  or  prior  approvals  for  non-academic  after  school  tutoring  institutions  from  local  competent  authorities.  For  example,  on August  2,  2021,  the
Department  of  Education  of  Guangdong  Province  issued  a  notice  which  provides  that  local  educational  administration  authorities  shall  approve  the
activities  conducted  by  non-academic  after  school  tutoring  institutions  involving  in  non-academic  subjects  such  as  physical  education,  art,  etc,  in
accordance with the relevant laws and regulations and issue operating permit accordingly; further, on December 9, 2022, the Department of Education of
Guangdong Province and other government authorities jointly issued the Approval Procedure Guidance for Operating Permit Application of Non-academic
After  School  Tutoring  Institutions  (Trial  Implementation),  which  provides  that,  among  others,  the  non-academic  after  school  tutoring  institutions  that
provide training for primary, middle and high school students may apply for operating permit if meeting the standards provided in the Amended Private
Education Law. On March 10, 2022, the Department of Culture and Tourism of Jiangsu Province issued the Admission Guidance of Non-academic After
School Tutoring Institutions Involving Art Training (Trial Implementation), which came into effect on April 10, 2022 and provides that, among others, the
non-academic  after  school  tutoring  institutions  providing  art  training  to  primary  and  secondary  middle  school  students  in  the  stage  of  compulsory
education and kindergarten-age children shall apply for operating permit or approval for non-academic after-school tutoring institution from local culture
and  tourism  administration  authorities  at  county  level,  and  the  local  authorities  may  issue  specific  implementing  rules  for  the  implementation  of  the
foregoing; on May 9, 2022, the Department of Culture and Tourism of Jiangsu Province further issued the Management Measures for Non-academic After
School Tutoring Institutions Involving Art Training (Trial Implementation ), which came into effect on June 9, 2022 and provides that the non-academic
after  school  tutoring  institutions  providing  art  training  to  high  school  students  shall  also  apply  for  operating  permit  or  approval  from  local  culture  and
tourism  administration  authorities  at  county  level.  On  June  15,  2022,  the  Department  of  Culture  and  Tourism  and  the  Department  of  Education  of
Shandong  Province  jointly  issued  the  Provisions  on  the  Establishment  of After  School  Tutoring  Institutions  Involving  Culture  and Arts  (Provisional),
which  came  into  effect  on August  1,  2022  with  a  two-year  validity  period  and  provides  that,  among  others,  the  non-academic  after  school  tutoring
institutions providing culture and art training to students in compulsory education stage and high school stage shall obtain private school operating permit
from local competent authorities, and the local authorities may issue specific implementing rules for the implementation of the foregoing. On August 15,
2022,  the  Department  of  Culture  and  Tourism  and  the  Department  of  Education  of  Yunnan  Province  jointly  issued  the Admission  Guidance  of  Non-
academic After  School  Tutoring  Institutions  Involving  Culture  and Art  Training  (Trial  Implementation),  which  provides  that,  among  others,  the  non-
academic after school tutoring institutions involving culture and art training that provide training for students of compulsory education stage shall apply
for  the  approval  for  non-academic  after-school  tutoring  institution  from  local  culture  and  tourism  administration  authorities  at  county  level,  the  local
authorities may issue specific implementing rules, and the non-academic after school tutoring institutions providing training for preschool children aged 3
to 6 and high school students shall also follow this guideline. On December 29, 2022, the Department of Culture and Tourism of Sichuan Province and
other seven departments jointly issued the Regulations on the Management of Non-Academic After School Tutoring Institutions (Trial Implementation),
which  came  into  effect  on  February  1,  2023  with  a  two-year  validity  period  and  provides  that,  among  others,  the  non-academic  after  school  tutoring
institutions providing culture and art, technology and physical training to K-12 students (including preschool children aged 3 to 6), shall obtain private
school operating permit from local competent authorities, and the local authorities may issue specific implementing rules for the implementation of the
foregoing. However, the foregoing laws, regulations, rules and guidance are recently issued, and thus the interpretation of the foregoing remain unclear in
several  respects  at  this  time,  and  especially,  it  is  unclear  if  private  education  institutions  mainly  focusing  on  art  education  for  high  school  and
undergraduate students for the purpose of overseas study like us are required to obtain private school operating permits or the approval for non-academic
after-school tutoring institution from local competent authorities. Since related regulatory regime of education industry in the PRC continues to rapidly
evolve,  the  interpretations  of  relevant  regulations  and  rules  are  not  always  uniform,  and  the  enforcement  of  relevant  regulations  and  rules  involve
uncertainties, we cannot assure you that our training centers will not be classified as “private schools” and thus be required to obtain the private school
operating permits or other relevant approval from local competent authorities by the regulators due to any future and further development, interpretation
and enforcement of relevant regulations and rules.

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To  date,  our  PRC  subsidiaries  operating  our  training  centers  have  not  received  any  notifications  which  require  them  to  obtain  private  school
operating permits or approvals for non-academic after-school tutoring institutions from local competent authorities. As of the date of this annual report,
one of our subsidiaries Qingdao Haili has obtained an operating permit for private school, but Qingdao Haili does not operate any of our training centers
and none of our training centers have obtained an operating permit or approvals for non-academic after-school tutoring institutions from local competent
authorities. If we inadvertently conclude that such permissions are not required but the regulators do not take the same view as we do, our training centers
may  be  subject  to  various  penalties,  including  fines,  orders  to  promptly  rectify  the  non-compliance,  or  if  the  non-compliance  is  deemed  serious  by  the
regulators,  our  training  centers  may  be  ordered  to  return  course  and  service  fees  collected  and  pay  a  multiple  of  the  amount  of  returned  course  and/or
service fees to regulators as a penalty or may even be ordered to cease operations. If this occurs, our business, results of operations, financial condition and
the value of our ADSs could be materially and adversely affected. See “Item 3.D. Risk Factors — Risks Relating to Regulations of Our Business — As
PRC  laws  and  regulations  with  respect  to  certain  licenses  and  permissions  are  unclear  and  are  subject  to  interpretations  and  enforcement  of  local
governmental authorities, the Company, its subsidiaries and the VIE may be required to obtain additional licenses.”

Operating Permit for Travel-related Activity

The Tourism Law of the PRC, which was promulgated by the Standing Committee of the NPC and most recently amended on October 26, 2018,
provides that, among other things, to engage in the businesses of outbound tourism, a travel agency shall obtain the corresponding business permit, and the
specific conditions shall be provided for by the State Council and that when organizing an outbound touring group, or organizing or receiving an inbound
touring group, a travel agency shall, in accordance with the relevant provisions, arrange for a tour leader or tour guide to accompany the touring group in
the  whole  tour.  Regulations  on  Travel Agencies  promulgated  by  the  State  Council,  amended  on  November  29,  2020,  and  the  Implementation  Rules  of
Regulations  on  Travel Agencies,  provide  that,  among  other  things,  the  travel  agency  shall  mean  any  entity  that  engages  in  the  business  of  attracting,
organizing,  and  receiving  tourists,  providing  tourism  services  for  tourists  and  operating  domestic,  inbound  or  outbound  tourism;  the  aforementioned
business shall include but not limit to arranging for transport services, arranging for accommodation services, providing services for tour guides or team
leaders, providing services of tourism consultation and tourism activities design. According to the Regulations on Travel Agencies and its implementation
rules, any tourism agency engages in domestic and outbound tourism shall apply for corresponding permits to engage in such tourism activities from the
administrative department of tourism under the State Council, the governments of provinces, autonomous regions, or municipalities. With respect to our
research-based learning services, our PRC subsidiaries cooperate with third party travel agencies which have travel agency permits for our educational
travel  activities,  such  as  accommodation  and  tour  guiding.  We  don’t  think  our  PRC  subsidiaries  engaged  in  such  travel-related  activities  under  their
cooperation  with  third  party  travel  are  also  required  to  obtain  travel  agency  permits  under  the  current  law  rules,  and  such  PRC  subsidiaries  have  not
received any notifications which require them to obtain travel agency permit. If we inadvertently conclude that such permissions are not required but the
regulators  do  not  take  the  same  view  as  we  do,  the  relevant  regulators  may  order  such  PRC  subsidiaries  to  rectify  the  non-compliance,  confiscate  the
illegal income from such business and impose fines on such PRC subsidiaries. If this occurs, our business, results of operations, financial condition and
the value of our ADSs could be materially and adversely affected. See “Item 3.D. Risk Factors — Risks Relating to Regulations of Our Business — As
PRC  laws  and  regulations  with  respect  to  certain  licenses  and  permissions  are  unclear  and  are  subject  to  interpretations  and  enforcement  of  local
governmental authorities, the Company, its subsidiaries and the VIE may be required to obtain additional licenses.”

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ICP license

On  September  25,  2000,  the  State  Council  promulgated  the Administrative  Measures  on  Internet  Information  Services,  or  the  Internet  Measures,
which was amended in January 2011. Under the Internet Measures, commercial internet information services operators shall obtain an ICP license from
the relevant government authorities before engaging in any commercial internet information services operations within the PRC. According to the Special
Administrative  Measures  for  Market Access  of  Foreign  Investment  (Negative  List)  (2021  Edition),  the  provision  of  information  services  falls  in  the
restricted category and the percentage of foreign ownership cannot exceed 50%. Since the outbreak of the COVID-19, we have shifted some of our offline
courses  to  online  courses  and  provided  them  to  our  students  through  online  platforms  of  third-party  IT  service  providers.  We  believe  that  our  PRC
subsidiaries providing such online courses are not required to obtain the ICP license as they have not developed their own platforms but delivered such
courses  through  third-party  online  platforms.  To  date,  our  PRC  subsidiaries  have  not  received  any  notifications  from  PRC  governmental  authorities  to
require them to obtain the ICP license. However, since the enforcement of relevant regulations and rules involve uncertainties, we cannot assure you that
the  regulators  will  take  the  same  view  as  we  do.  If  we  inadvertently  conclude  that  the  ICP  license  is  not  required  for  our  PRC  subsidiaries,  our  PRC
subsidiaries delivering online courses services may be subject to non-compliance rectification order, confiscation of illegal proceeds, or fines; or if the
non-compliance  is  deemed  serious  by  the  regulators,  may  be  ordered  to  suspend  business  for  rectification.  If  this  occurs,  our  business,  results  of
operations, financial condition and the value of our ADSs could be materially and adversely affected. To date, none of our PRC subsidiaries have obtained
the ICP license due to the foreign investment restriction for the ICP license, but the VIE has obtained the ICP license to preserve our flexibility to operate
relevant  business.  If  the  ICP  license  is  required  in  the  future  or  we  choose  to  provide  information  services  through  our  own  online  platform,  we  will
transfer relevant businesses to the VIE to comply with the compliance requirements. See “Item 3.D. Risk Factors — Risks Relating to Regulations of Our
Business — As PRC laws and regulations with respect to certain licenses and permissions are unclear and are subject to interpretations and enforcement of
local governmental authorities, the Company, its subsidiaries and the VIE may be required to obtain additional licenses.”

Security Assessment of Cross-border Transfer of Personal Information/Personal Information Protection Certification

On August 20, 2021, the Standing Committee of the NPC promulgated the Personal Information Protection Law, which took effect on November 1,
2021, pursuant to which, personal information processors, who need to transfer personal information out of mainland China for business and other needs,
shall satisfy one of the following conditions: (i) passing the security assessment by the national cyberspace authorities; (ii) being certified by professional
organizations for personal information protection; (iii) entering into contracts providing the rights and obligations of both parties with overseas recipients
in  accordance  with  the  standard  contract  formulated  by  the  national  cyberspace  authorities;  and  (iv)  other  conditions  specified  by  laws,  administration
regulations and the national cyberspace authorities. The personal information processors shall take necessary measures to ensure that the activities of the
overseas recipients handling personal information meet the standards of personal information protection stipulated in the Personal Information Protection
Law. If a personal information processor provides personal information cross the border of mainland China, it shall inform the information owners the
name  and  contact  information  of  the  overseas  recipients,  the  purpose  and  manner  of  information  processing,  the  type  of  personal  information,  and  the
manner and procedure for the information owners to exercise their rights under the Personal Information Protection Law over the overseas recipients, and
obtain  consent  of  the  information  owners.  On  July  7,  2022,  the  Cyberspace Administration  of  China,  or  the  CAC,  issued  the  Measures  on  Security
Assessment of the Cross-border Transfer of Data, which took effect on September 1, 2022. The measures provide that four types of cross-border transfers
of critical data or personal information generated from or collected in mainland China should be subject to a security assessment, which include: (i) a data
processor to transfer important data overseas; (ii) either a critical information infrastructure operator, or a data processor processing personal information
of more than 1 million individuals, transfers personal information overseas; (iii) a data processor who has, since January 1 of the previous year, transferred
personal  information  of  more  than  100,000  individuals  overseas  cumulatively,  or  transferred  sensitive  personal  information  of  more  than  10,000
individuals overseas cumulatively; or (iv) other circumstances under which security assessment of data cross-border transfer is required as prescribed by
the national cyberspace administration. As of the date of this annual report, the amount of personal information (including sensitive personal information)
transmitted by the Company, its subsidiaries and the VIE across the border is relatively small, and none of them has received any notice from the national
cyberspace authorities requiring them to conduct security assessment. However, if the relevant laws, regulations or interpretations change in the future and
the Company, its subsidiaries and the VIE are subject to security assessment, we will face uncertainty as to whether any required actions can be timely
completed, or at all.

Under  the  Personal  Information  Protection  Law,  the  Company,  its  subsidiaries  and  the  VIE  may  meet  the  requirements  by  either  completing
personal  information  protection  certification  or  entering  into  the  standard  contract  formulated  by  the  national  cyberspace  authorities  as  the  amount  of
personal information we or the VIE transfer across the border is relatively small.

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On  November  4,  2022,  the  CAC  and  the  State  Administration  for  Market  Regulation  jointly  issued  the  Announcement  in  relation  to  the
Implementation  of  Personal  Information  Protection  Certification  with  an  exhibit  of  Implementation  Rules  for  Personal  Information  Protection
Certification, according to which, the professional organizations authorized to conduct personal information protection certification shall comply with the
Implementation  Rules  for  Personal  Information  Protection  Certification.  However,  as  the  national  cyberspace  authorities  have  not  yet  authorized  any
professional organizations to conduct personal information protection certification as of the date of this annual report, the Company, its subsidiaries and
the VIE still have no access to complete the personal information protection certification. On February 22, 2023, the CAC issued the Provisions on Model
Contract for Cross-border Transfer of Personal Information (the “Model Contract Provision”) with an exhibit of model contract, which will take effect on
June 1, 2023. According to the Model Contract Provision, the personal information processor meeting all of the following four conditions may transfer
personal information out of mainland China by way of entering into the model contract: (i) non-critical information infrastructure operator; (ii) possessing
personal  information  of  less  than  one  million  users;  (iii)  a  personal  information  processor  who  has,  since  January  1  of  the  previous  year,  transferred
personal information of less than 100,000 individuals overseas cumulatively; and (iv) a personal information processor who has, since January 1 of the
previous year, transferred sensitive personal information of less than 10,000 individuals overseas cumulatively. Also, the personal information processor
shall  conduct  personal  information  protection  influence  assessment  before  transferring  any  personal  information  out  of  mainland  China.  The  personal
information  processor  shall  file  the  signed  model  contract  within  ten  days  after  the  effective  date  of  such  model  contract  with  the  local  competent
authority. As the relevant rules are recently issued, we are still evaluating whether and how to complete the personal information protection certification or
enter into the standard contract formulated by the national cyberspace authorities. As of the date of this annual report, we have not received any inquiries,
notices, warnings, sanctions, denials, or regulatory objections from the CAC or any other regulatory authority in relation to the foregoing issues.

In the event of any failure to comply with the Personal Information Protection Law the Company, its subsidiaries and the VIE may be subject to non-
compliance  rectification,  warning,  confiscation  of  illegal  income  or  fines,  or  if  the  non-compliance  is  deemed  serious  by  the  regulators,  suspension  of
relevant business and revocation of relevant business operation permissions or business licenses, which could materially and adversely affect our business,
financial condition, and results of operations, and/or the value of our ADSs. See “Item 3.D. Risk Factors — Risks Relating to Regulations of Our Business
—  Failure  to  comply  with  regulations  relating  to  information  security  and  privacy  protection,  breaches  or  perceived  breaches  of  our  security  measures
relating to our service offerings, unauthorized disclosure or misuse of personal data through breaches of our computer systems or otherwise, could result in
negative publicity and loss of students, expose us to protracted and costly litigation, and harm our business and results of operations. Additionally, it is
unclear whether we will be subject to the oversight of the CAC and how such oversight may impact us.”

Potential Permissions and Approvals for Offering Securities to Foreign Investors

The Crackdown Opinion

On July 6, 2021, the General Office of the Central Committee of the Communist Party of China and the General Office of the State Council jointly
issued the Opinions on Severe and Lawful Crackdown on Illegal Securities Activities, or the Crackdown Opinions. The Crackdown Opinions emphasized
the  need  to  strengthen  the  administration  over  illegal  securities  activities  and  the  supervision  on  overseas  listings  by  China-based  companies.  The
Crackdown Opinions proposed to take effective measures, such as promoting the construction of relevant regulatory systems to deal with the risks and
incidents facing China-based overseas-listed companies and the demand for cybersecurity and data privacy protection. As of the date of this annual report,
we believe the permission and approval of the China Securities Regulatory Commission, or the CSRC, is not required for the Company, its subsidiaries
and the VIE in connection with our listing on Nasdaq, but as the Crackdown Opinions were recently issued, official guidance and interpretation of the
opinions remain unclear in several respects at this time, we cannot assure you that the Company, its subsidiaries and the VIE will remain fully compliant
with  all  new  regulatory  requirements  of  the  Crackdown  Opinions  or  any  future  implementation  rules  on  a  timely  basis,  or  at  all.  If  the  Company,  its
subsidiaries and the VIE are unable to obtain such permission or approval if required in the future, our securities may be delisted from Nasdaq and/or the
value of our ADSs may significantly decline or become worthless. See “Item 3.D. Risk Factors — Risks Relating to Regulations of Our Business — The
approval, filing or other requirements of the CSRC or other PRC government authorities may be required under PRC law in connection with our issuance
of securities overseas.”

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Filing with the CSRC under the Overseas Offering and Listing Measures

On February 17, 2023, the CSRC issued the Trail Implementation Management Measures of Overseas Offering and Listing by Domestic Companies
(the “Overseas Offering and Listing Measures”), which came into effect on March 31, 2023, and provides principles and guidelines for direct and indirect
issuance of securities overseas by a Chinese domestic company. Under the Overseas Offering and Listing Measures, the substance rather than the form of
issuance will govern when determining whether an issuance constitutes “indirect issuance of securities overseas by a Chinese domestic company”, and in
the event any listing or issuance of securities has fallen under this definition, the issuer shall assign one of its related major Chinese domestic operating
entities to make filings with the CSRC within three business days after its initial public offering or any offerings after the initial public offering. As the
Company is a Cayman Islands holding company with nearly all of business operations conducted within the territory of mainland China, we understand
the Company’s listing and issuance of securities on Nasdaq constitutes indirect issuance of securities overseas by a Chinese domestic company under the
Overseas  Offering  and  Listing  Measures.  However,  according  to  the  Notice  on  Management  and Arrangement  of  the  Filing  of  Overseas  Offering  and
Listing  by  Domestic  Companies  issued  by  CSRC  on  February  17,  2023  (the  “Overseas  Offering  and  Listing  Notice”),  an  issuer  who  has  completed
overseas issuance and listing before March 31, 2023 like us is not required to file with the CSRC for the offering or listing that is already completed but is
required to make filings with the CSRC for its follow-on financing activities involving overseas offering or listing after the effective date of the Overseas
Offering and Listing Measures. As such, we and the VIE are not required to make filings with CSRC under the Overseas Offering and Listing Measures
unless  we  conduct  new  overseas  offerings  of  securities  in  the  future.  As  the  Overseas  Offering  and  Listing  Measures  is  recently  issued  and  the
interpretations and implementation of such regulation still involve uncertainties, we cannot assure you that the Company, its subsidiaries and the VIE can
complete  the  filings  with  the  CSRC  if  the  Company  intends  to  conduct  new  overseas  offerings  of  securities  after  March  31,  2023.  In  addition,  since
regulatory regime of the PRC for securities activities continues to rapidly evolve, we cannot assure you that we will not be required in the future to make
filings with or obtain approvals from the CSRC or potentially other regulatory authorities in order to maintain the listing status of our ADSs on Nasdaq
due  to  changes  or  passing  of  applicable  laws,  regulations,  or  interpretations  in  the  future.  In  the  event  that  it  is  determined  that  the  Company,  its
subsidiaries and the VIE are required to make filings with or obtain approval from the CSRC or any other regulatory authority but fail to make such filings
or obtain such approvals timely or at all, the PRC subsidiaries of the Company or the VIE may be subject to non-compliance rectification order, warning
letters or fines, which could materially and adversely affect our business, financial condition, and results of operations, and/or the value of our ADSs, or
could  significantly  limit  or  completely  hinder  our  ability  to  offer  or  continue  to  offer  securities  to  investors  and  cause  the  value  of  such  securities  to
significantly  decline  or  be  worthless.  See  “Item  3.D.  Risk  Factors  —  Risks  Relating  to  Regulations  of  Our  Business  —  The  approval,  filing  or  other
requirements of the CSRC or other PRC government authorities may be required under PRC law in connection with our issuance of securities overseas.”

Cybersecurity Review

On  December  28,  2021,  the  CAC  published  the  Measures  for  Cybersecurity  Review  (the  “Cybersecurity  Review  Measures”),  which  became
effective on February 15, 2022, pursuant to which, (i) critical information infrastructure operators purchasing network products and services that affect or
may affect national security, (ii) internet platform operators engaging in data processing activities that affect or may affect national security, and (iii) any
internet platform operator possessing personal information of more than one million users and applying for listing on a foreign exchange, shall be subject
to the cybersecurity review by the CAC. We believe the Company, its subsidiaries and the VIE would not be subject to the cybersecurity review by the
CAC, given that the Company, its subsidiaries and the VIE do not possess a large amount of personal information in our business operations, and data
processed in our business does not have a bearing on national security and thus may not be classified as core or important data by the authorities. However,
there remains uncertainty as to how the Cybersecurity Review Measures will be interpreted or implemented and whether the PRC regulatory agencies,
including the CAC, may adopt new laws, regulations, rules, or detailed implementation and interpretation related to the Cybersecurity Review Measures. If
the relevant laws, regulations or interpretations change in the future and the Company, its subsidiaries and the VIE are subject to mandatory cybersecurity
review  and  other  specific  actions  required  by  the  CAC,  we  will  face  uncertainty  as  to  whether  any  clearance  or  other  required  actions  can  be  timely
completed, or at all. If not, the Company, its subsidiaries and the VIE may be required to suspend relevant business, shut down relevant website, or face
other penalties, which could materially and adversely affect our business, financial condition, and results of operations, and/or the value of our ADSs, or
could  significantly  limit  or  completely  hinder  our  ability  to  offer  or  continue  to  offer  securities  to  investors  and  cause  the  value  of  such  securities  to
significantly decline or be worthless. As of the date of this annual report, the Company, its subsidiaries and the VIE have not received any notice from
regulatory authorities requiring us to go through the cybersecurity review by the CAC. See “Item 3.D. Risk Factors — Risks Relating to Regulations of
Our  Business  —  The  approval,  filing  or  other  requirements  of  the  CSRC  or  other  PRC  government  authorities  may  be  required  under  PRC  law  in
connection with our issuance of securities overseas.” and “Item 3.D. Risk Factors — Risks Relating to Regulations of Our Business — Failure to comply
with regulations relating to information security and privacy protection, breaches or perceived breaches of our security measures relating to our service
offerings, unauthorized disclosure or misuse of personal data through breaches of our computer systems or otherwise, could result in negative publicity and
loss of students, expose us to protracted and costly litigation, and harm our business and results of operations. Additionally, it is unclear whether we will be
subject to the oversight of the CAC and how such oversight may impact us.”

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Clearance under the Confidentiality Provisions

On  February  24,  2023,  the  CSRC  and  other  PRC  governmental  authorities  issued  Provisions  on  Strengthening  the  Relevant  Confidentiality  and
Archives Management Work Relating to the Overseas Issuance of Securities and Listing of Domestic Enterprises (the “Confidentiality Provisions”), which
came  into  effect  on  March  31,  2023. According  to  the  Confidentiality  Provisions,  both  “direct  issuance  of  securities  overseas  by  a  Chinese  domestic
company”  and  “indirect  issuance  of  securities  overseas  by  a  Chinese  domestic  company”  (i.e.,  issuance  of  securities  by  relevant  overseas  holding
company)  shall  be  subject  to  the  Confidentiality  Provisions.  Domestic  enterprises  that  provide,  publicly  disclose  files  and  documents  that  contain  state
secrets and work secrets of the authorities to relevant securities companies, securities service agencies, foreign regulatory agencies and other institutions
and  individuals  or  do  so  through  its  overseas  listing  entities,  shall  obtain  the  approval  of  the  competent  authorities,  and  file  with  the  competent
confidentiality  administrative  authorities.  As  the  Confidentiality  Provisions  were  recently  issued,  their  interpretation  and  implementation  remain
substantially uncertain. However, we tend to believe the Company, its subsidiaries and the VIE would not be subject to clearance under the Confidentiality
Provisions as the Company, its subsidiaries and the VIE do not possess any document or file that involves state secrets or work secrets of the authorities.
As of the date of this annual report, the Company, its subsidiaries and the VIE have not received any notice from regulatory authorities requiring them to
obtain  the  foregoing  approval  or  complete  any  of  the  foregoing  procedures.  However,  if  the  relevant  laws,  regulations  or  interpretations  change  in  the
future and the Company, its subsidiaries and the VIE are subject to such clearance, we will face uncertainty as to whether any required approval can be
timely obtained and any actions can be timely completed, or at all. If not, the Company, its subsidiaries and the VIE may be subject to investigation, fines
and other penalties; and if any related behavior is suspected as a crime, may be subject to criminal penalties, which could materially and adversely affect
our business, financial condition, and results of operations, and/or the value of our ADSs. See “Item 3.D. Risk Factors — Risks Relating to Regulations of
Our  Business  —  The  approval,  filing  or  other  requirements  of  the  CSRC  or  other  PRC  government  authorities  may  be  required  under  PRC  law  in
connection with our issuance of securities overseas.”

Transfer of Cash within Our Organization

We adopt a holding company structure, and our holding companies may rely on dividends and other distributions on equity paid by our current and
future PRC subsidiaries or cash paid by the VIE under the VIE arrangement for their cash requirements, including the funds necessary to service any debt
we may incur or financing we may need for operations not carried through our PRC subsidiaries or the VIE. Due to restrictions on foreign exchange placed
on our PRC subsidiaries and the VIE by the PRC government under PRC laws and regulations, to the extent cash is located in the PRC or within a PRC
domiciled entity and may need to be used to fund our operations outside of the PRC, the funds may not be available due to such limitations unless and
until related approvals and registrations are obtained. See “— Restrictions on Foreign Exchange and Our Ability to Transfer Cash Between Entities, Across
Borders, and to U.S. Investors, and Restrictions and Limitations on Our Ability to Distribute Earnings from Our Businesses” for more detailed discussions.

The  Company  may  transfer  funds  to  ATA  BVI  and  ACGIGL  through  capital  contribution  into  or  a  shareholder  loan  to  such  subsidiaries
respectively. ATA  BVI  may  transfer  funds  through  capital  contribution  into  or  a  shareholder  loan  to  the  WFOE. ACGIGL  may  transfer  funds  through
capital  contribution  into  or  a  shareholder  loan  to ATA  Creativity  Global  (Hong  Kong)  Limited,  or ACG  HK,  which  is  formerly  known  as  Xing  Wei
Institute  (HongKong)  Limited,  and  Huanqiuyimeng  respectively.  The  WFOE  and  Huanqiuyimeng  may  transfer  funds  to  their  respective  subsidiaries
through capital contribution into or a shareholder loan to them. The WFOE provides services including comprehensive business support, technical services,
and consultancy, in exchange for service fees from the VIE. The WFOE may also provide loans to the VIE, subject to statutory limits and restrictions. In
addition, the VIE may also receive dividends from its subsidiaries or investing companies, including Huanqiuyimeng, Beijing Zhenwu, and others.

As of the date hereof, we have not installed written cash management policies that dictate how funds are transferred between us, our subsidiaries,
the VIE or investors. However, we have established internal controls and procedures for cash flows within our organization during daily operations, under
which each transfer of cash between the Company, our subsidiaries, the VIE or investors is subject to stringent internal approval process.

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The following diagram illustrates the typical fund flow through our organization (including the VIE).

Cash Flow and Assets Transfer between the Company, Its Subsidiaries, and the VIE

For the year ended December 31, 2020, the Company received cash inflows of US$1.2 million from new investors through private placements. See
line item of “Cash flows from financing activities - Cash received upon private placement” in the Company’s condensed consolidating schedule depicting
the  consolidated  cash  flows  under  “—  VIE  Consolidation  Schedule”  (the  “Condensed  Cash  Flow  Schedule”)  for  fiscal  year  2020,  and  the  Company’s
consolidated statements of cash flows for fiscal year 2020. The Company received RMB4.1 million from subsidiaries of the Company and paid RMB9,692
to subsidiaries of the Company, respectively, for the year ended December 31, 2021. See line item of “Cash flows from investing activities - Cash received
from inter-companies/Cash paid to inter-companies” in the Condensed Cash Flow Schedule for fiscal year 2021. The Company received RMB3.2 million
from subsidiaries of the Company and paid RMB0.1 million to subsidiaries of the Company, respectively, for the year ended December 31, 2022. See line
item of “Cash flows from investing activities - Cash received from inter-companies/Cash paid to inter-companies” in the Condensed Cash Flow Schedule
for fiscal year 2022.

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Cash is transferred from the Company to its subsidiaries through shareholder loan and capital contribution. For the year ended December 31, 2020,

ATA  BVI  made  capital  contribution  of  US$5.0  million  to  its  subsidiaries.  These  cash  flows  were  classified  as  investing  activities  of ATA  BVI  and
financing activities of its subsidiaries, respectively, and were eliminated within the column of “Subsidiaries of the Company” of the Condensed Cash Flow
Schedule for fiscal year 2020. See note 3 to the Condensed Cash Flow Schedule for fiscal year 2020. For the year ended December 31, 2020, the Company
transferred RMB72.8 million, out of the proceeds it received from the private placement during the years of 2019 and 2020 to its subsidiaries in support of
their operations. See line items of “Cash flows from investing activities – Cash paid to inter-companies” and “Cash flows from financing activities – Cash
received  from  inter-companies”  in  the  Condensed  Cash  Flow  Schedule  for  fiscal  year  2020.  The  Company  also  received  RMB3.8  million  from  its
subsidiaries  as  repayment  of  financial  support  from  the  Company.  See  line  items  of  “Cash  flows  from  investing  activities  –  Cash  received  from  inter-
companies” and “Cash flows from financing activities – Cash paid to inter-companies” in the Condensed Cash Flow Schedule for fiscal year 2020 and note
4 thereto. For the year ended December 31, 2021, subsidiaries of ATA BVI repaid RMB2.7 million to ATA BVI in relation to the loan borrowed from
ATA  BVI  during  the  year  ended  December  31,  2019.  This  cash  flow  was  classified  as  investing  activities  of ATA  BVI  and  financing  activities  of  its
subsidiaries, respectively, and was eliminated within the column of “Subsidiaries of the Company” of the Condensed Cash Flow Schedule for fiscal year
2021. See note 1 to the Condensed Cash Flow Schedule for fiscal year 2021.

To date, we and the VIE have not distributed any earnings or settled any amounts owed under the VIE Agreements (defined below). We and the VIE

do not currently have any plans to distribute earnings or settle amounts owed under the VIE Agreements.

For the years ended December 31, 2020, 2021 and 2022, due to the fact that the VIE did not provide material services, the VIE did not generate cash
inflows from the delivery of services, and its cash inflows were provided via capital contribution of the nominee shareholders and loan arrangement from
subsidiaries of the Company. For the years ended December 31, 2020, 2021 and 2022, the VIE borrowed RMB15.1 million, RMB5.9 million and RMB0.8
million from subsidiaries of the Company respectively. The VIE repaid nil, RMB250,000 and nil to subsidiaries of the Company during the years ended
December 31, 2020, 2021 and 2022, respectively. See line items of “Cash flows from investing activities – Cash paid to inter-companies/Cash received
from inter-companies” and “Cash flows from financing activities – Cash received from inter-companies/Cash repaid to inter-companies” in the Condensed
Cash Flow Schedule for fiscal years 2020, 2021 and 2022. As of December 31, 2022, the outstanding payables due from the VIE to subsidiaries of the
Company were RMB63.6 million, which was eliminated during the consolidation process. See note 1 to the condensed consolidating schedule depicting
the  consolidated  balance  sheets  as  of  December  31,  2022.  These  cash  flows  were  classified  as  investing  activities  of  subsidiaries  of  the  Company  and
financing activities of the VIE, respectively.

The WFOE provided loans of RMB0.9 million and RMB0.1 million to Mr. Xiaofeng Ma (Chairman and CEO of the Company) and Mr. Haichang
Xiong  (former  General  Legal  Counsel  of  the  Company),  nominee  shareholders  of  the  VIE,  as  initial  capital  contribution  into  the  VIE  in April  2018,
respectively. In December 2018, the WFOE provided additional loans of RMB8.1 million and RMB0.9 million to Mr. Xiaofeng Ma and Mr. Haichang
Xiong as capital contribution into the VIE, respectively. In April and June 2019, the WFOE provided additional loans in total of RMB36.0 million and
RMB4.0 million to Mr. Xiaofeng Ma and Mr. Haichang Xiong as another round of capital contribution into the VIE, respectively. In August 2020, the
prior nominee shareholder Mr. Haichang Xiong transferred his 10% equity shares in the VIE to Mr. Jun Zhang (President and Director of the Company, or
“new  nominee  shareholder”)  and  paid  back  the  entire  RMB5.0  million  loan  to  the  WFOE.  The  WFOE  provided  a  loan  in  RMB5.0  million  to  Mr.  Jun
Zhang to acquire the 10% equity interests of the VIE. See line item of “Cash flows from investing activities - Cash received upon repayment of loan to a
nominee shareholder of the VIE/ Cash paid for issuance loan to a nominee shareholder of the VIE” respectively in the Condensed Cash Flow Schedule for
fiscal year 2020 and note 5 thereto. These cash flows were classified as the related subsidiaries’ investing activities and financing activities of the VIE,
respectively. As  of  December  31,  2022,  receivables  due  from  Mr.  Xiaofeng  Ma  and  Mr.  Jun  Zhang  in  the  balance  of  RMB45.0  million  and  RMB5.0
million respectively were recorded as the receivables due from related parties for VIE. See note 2 to the condensed consolidating schedule depicting the
consolidated balance sheets as of December 31, 2022.

Other than the above, no assets were transferred among the Company, its subsidiaries, and the VIE for the years ended December 31, 2020, 2021

and 2022.

Dividends or Distributions Made to the Company and Tax Consequences Thereof

The Company’s subsidiaries and the VIE did not make any dividends or distributions to the Company in the fiscal years ended December 31, 2020,
2021 and 2022. If any dividend is paid by our PRC subsidiaries to the Company in the future, under the PRC Enterprise Income Tax Law, or the EIT Law,
and its implementation rules, dividends from our PRC subsidiaries to its non-PRC shareholders may be subject to a 10% withholding tax if such dividends
are  derived  from  profits.  If  the  Company  or  its  offshore  subsidiaries  are  deemed  to  be  a  PRC  resident  enterprise  (we  do  not  currently  consider  the
Company or its offshore subsidiaries to be PRC resident enterprises), the withholding tax may be exempted, but the Company or its offshore subsidiaries
will be subject to a 25% tax on our worldwide income, and our non-PRC enterprise investors may be subject to PRC income tax withholding at a rate of
10%. See “Item 3.D. Risk Factors — Risks Relating to Regulations of Our Business — Under the EIT Law, we may be classified as a ‘resident enterprise’
of China. Such classification will likely result in unfavorable tax consequences to us and U.S. holders of our ADSs or common shares” and “Item 10.E.
Taxation — People’s Republic of China Taxation.” If any payment is made from the VIE to the WFOE pursuant to the contractual arrangements between
them, such payments will be subject to PRC taxes, including business taxes and value-added tax, or VAT.

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Dividends or Distributions Made to the U.S. Investors and Tax Consequences Thereof

The Company did not make any dividends or distributions to its shareholders in the fiscal years ended December 31, 2020, 2021 and 2022. Any
future determination to pay dividends will be made at the discretion of our board of directors and will be based upon our future operations and earnings,
capital requirements and surplus, general financial condition, shareholders’ interests, contractual restrictions and other factors our board of directors may
deem relevant.

Under the current laws of the Cayman Islands, no Cayman Islands withholding tax is imposed upon any payments of dividends by the Company.
However, if the Company is considered a PRC tax resident enterprise for tax purposes (we do not currently consider the Company to be a PRC resident
enterprise), any dividends that the Company pays to its overseas shareholders may be regarded as China-sourced income and as a result may be subject to
PRC withholding tax. See “Item 3.D. Risk Factors — Risks Relating to Regulations of Our Business — Under the EIT Law, we may be classified as a
‘resident  enterprise’  of  China.  Such  classification  will  likely  result  in  unfavorable  tax  consequences  to  us  and  U.S.  holders  of  our ADSs  or  common
shares” and “Item 10.E. Taxation — People’s Republic of China Taxation.”

In addition, subject to the passive foreign investment company rules, the gross amount of any distribution that the Company makes to investors with
respect to our ADSs or common shares (including any amounts withheld to reflect PRC withholding taxes) will be taxable as a dividend, to the extent paid
out  of  our  current  or  accumulated  earnings  and  profits,  as  determined  under  United  States  federal  income  tax  principles.  See  “Item  10.E.  Taxation  —
United States Federal Income Taxation.”

Restrictions on Foreign Exchange and Our Ability to Transfer Cash Between Entities, Across Borders, and to U.S. Investors, and Restrictions and
Limitations on Our Ability to Distribute Earnings from Our Businesses

We face various restrictions and limitations that impact our ability to transfer cash between our entities, across borders and to U.S. investors, and our
ability to distribute earnings from our business, including our subsidiaries and/or the VIE, to the Company and U.S. investors as well as the ability to settle
amounts owed under the VIE Agreements.

•

•

  The Company is not a Chinese operating company but a Cayman Islands holding company with operations conducted primarily through its
PRC  subsidiary  Huanqiuyimeng  and  its  subsidiaries  and  may  elect  to  provide  such  services  through  the  VIE  in  the  future. As  a  result,
although  other  means  are  available  for  us  to  obtain  financing  at  the  Company  level,  the  Company’s  ability  to  fund  operations  not  carried
through our PRC subsidiaries or the VIE, pay dividends to its shareholders, or service any debt it may incur may depend upon dividends paid
by our PRC subsidiaries and license and service fees paid by the VIE. If any of our PRC subsidiaries or the VIE incurs debt on its own in the
future, the instruments governing such debt may restrict its ability to pay dividends to the Company. If any of our PRC subsidiaries or the
VIE  is  unable  to  receive  all  or  the  majority  of  the  revenues  from  their  operations,  we  may  be  unable  to  pay  dividends  on  our ADSs  or
common shares.

  Due  to  restrictions  on  foreign  exchange  placed  on  our  PRC  subsidiaries  and  the  VIE  by  the  PRC  government  under  PRC  laws  and
regulations, to the extent cash is located in mainland China or within an entity domiciled in mainland China and may need to be used to fund
our  operations  outside  of  mainland  China,  the  funds  may  not  be  available  due  to  such  limitations  unless  and  until  related  approvals  and
registrations are obtained. The PRC government imposes controls on the convertibility of Renminbi into foreign currencies and, in certain
cases, the remittance of currency out of mainland China. The majority of our revenue is or will be received in Renminbi and shortages in
foreign currencies may restrict our ability to pay dividends or other payments. Under existing PRC foreign exchange regulations, payments
of current account items, including profit distributions, interest payments and expenditures from trade-related transactions, can be made in
foreign  currencies  without  prior  approval  from  the  State  Administration  of  Foreign  Exchange,  or  SAFE,  as  long  as  certain  procedural
requirements  are  met. Approval  from  or  filing  with  appropriate  government  authorities  is  required  if  Renminbi  is  converted  into  foreign
currency and remitted out of mainland China to pay capital expenses such as the repayment of loans denominated in foreign currencies. The
PRC government may, at its discretion, impose restrictions on access to foreign currencies for current account transactions and if this occurs
in the future, we may not be able to pay dividends in foreign currencies to our shareholders or repay our loans. See “Item 3.D. Risk Factors
—  Summary  of  Risk  Factors  —  Restrictions  on  currency  exchange  may  limit  our  ability  to  utilize  our  cash  and  the  ability  of  our  PRC
subsidiaries to obtain financing” and “Item 3.D. Risk Factors — Risks Relating to Regulations of Our Business — Restrictions on currency
exchange may limit our ability to utilize our cash generated from sales of our services effectively and the ability of our PRC subsidiaries to
obtain financing.”

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•

•

•

•

  PRC  legal  restrictions  permit  payments  of  dividends  by  our  PRC  subsidiaries  only  out  of  their  accumulated  after-tax  profits,  if  any,
determined  in  accordance  with  PRC  GAAP.  Each  of  our  PRC  subsidiaries  is  also  required  under  PRC  laws  and  regulations  to  allocate  at
least  10%  of  its  after-tax  profits  determined  in  accordance  with  PRC  GAAP  to  statutory  reserves  until  such  reserves  reach  50%  of  its
registered capital. Allocations to these statutory reserves and funds can only be used for specific purposes and are not transferable to us in the
form  of  loans,  advances  or  cash  dividends.  In  addition,  registered  share  capital  and  capital  reserve  accounts  are  also  restricted  from
withdrawal in mainland China, up to the amount of net assets held in each operating subsidiary. See “Item 3.D. Risk Factors — Summary of
Risk Factors — Restrictions under PRC law on PRC subsidiaries’ ability to make payments to us could materially and adversely affect our
ability to grow, make investments or acquisitions that could benefit our business, pay dividends to investors, and otherwise fund and conduct
our businesses” and “Item 3.D. Risk factors — Risks Relating to Regulations of Our Business — Because we may rely on dividends and
other distributions on equity paid by our current and future PRC subsidiaries for our cash requirements, restrictions under PRC law on their
ability to make such payments could materially and adversely affect our ability to grow, make investments or acquisitions that could benefit
our business, pay dividends to you, and otherwise fund and conduct our businesses.”

  Due to various requirements imposed by PRC laws and regulations on loans to and direct investment in PRC entities by offshore holding
companies,  we  and  the  VIE  may  not  be  able  to  obtain  the  necessary  government  approvals  or  complete  the  necessary  government
registrations  or  other  procedures  on  a  timely  basis,  or  at  all,  with  respect  to  future  loans  by  us  to  our  PRC  subsidiaries  or  the  VIE  or  its
subsidiaries  or  with  respect  to  future  capital  contributions  by  us  to  our  PRC  subsidiaries.  This  may  delay  or  prevent  us  from  using  our
offshore funds to make loans or capital contribution to our PRC subsidiaries and the VIE, and thus may restrict our ability to execute our
business  strategy,  and  materially  and  adversely  affect  our  liquidity  and  our  ability  to  fund  and  expand  our  business.  See  “Item  3.D.  Risk
Factors  —  Summary  of  Risk  Factors  —  PRC  regulations  of  loans  and  direct  investments  by  offshore  holding  companies  to  our  PRC
subsidiaries  and  the  VIE  may  restrict  our  ability  to  execute  our  business  strategy”  and  “Item  3.D.  Risk  factors  —  Risks  Relating  to
Regulations of Our Business — PRC regulations of loans and direct investments by offshore holding companies to their PRC subsidiaries
and consolidated variable interest entity may restrict our ability to execute our business strategy.”

  If the Company is considered a PRC tax resident enterprise for tax purposes (we do not currently consider the Company to be a PRC resident
enterprise), any dividends that the Company pays to its overseas shareholders may be regarded as China-sourced income and as a result may
be  subject  to  PRC  withholding  tax.  See  “Item  3.D.  Risk  Factors  —  Summary  of  Risk  Factors  —  We  may  be  classified  as  a  ‘resident
enterprise’ of China, which may result in unfavorable tax consequences to us and the investors”, “Item 3.D. Risk Factors — Risks Relating to
Regulations of Our Business — Under the EIT Law, we may be classified as a ‘resident enterprise’ of China. Such classification will likely
result  in  unfavorable  tax  consequences  to  us  and  U.S.  holders  of  our ADSs  or  common  shares”  and  “Item  10.E.  Taxation  —  People’s
Republic of China Taxation.”

  In addition, there are substantial uncertainties regarding the interpretation and application of current and future PRC laws, regulations and
rules relating to VIE Agreements, and the VIE Agreements with the VIE and its shareholders may not be as effective as direct ownership in
providing us with control over the VIE. The uncertainty with respect to the validity and enforceability of the VIE Agreements may limit our
ability to settle amounts owed under the VIE Agreements. See “Item 3.D. Risk Factors — Risks Relating to Our Corporate Structure.”

VIE Consolidation Schedule

The  following  tables  present  the  Company’s  condensed  consolidating  schedule  depicting  the  consolidated  statements  of  comprehensive  income
(loss)  for  the  fiscal  years  ended  December  31,  2020,  2021  and  2022  of  the  Company,  its  subsidiaries,  the  VIE,  and  the  corresponding  eliminating
adjustments separately.

Net revenues
Cost and expenses:
Cost of revenues
Operating expenses

Total cost and expenses

Year Ended December 31,
2022

   The Company   
RMB

—     

Subsidiaries
of the
Company
RMB
 206,820,874   

VIE    
RMB    
  —     

Elimination
adjustments    Consolidated  

RMB

—     

RMB
 206,820,874 

88,930   
  6,175,519   
  6,264,449   

 104,226,926   
 152,050,480   
 256,277,406   

  —     
 882,098   
 882,098   

—     
—     
—     

 104,315,856 
 159,108,097 
 263,423,953 

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Other operating income, net
Loss from operations

Other income
Investment loss
Gain on deconsolidation of subsidiaries and others, net

Loss before income taxes

Income tax benefit
Net loss

Net loss attributable to non-controlling interests
Net loss attributable to ATA Creativity Global

Net revenues
Cost and expenses:
Cost of revenues
Operating expenses

Total cost and expenses

Other operating income, net
Loss from operations

Other income
Investment loss
Gain on deconsolidation of subsidiaries and others, net
Impairment loss of long-term investments

Loss before income taxes

Income tax benefit
Net loss

Net loss attributable to non-controlling interests
Net loss attributable to ATA Creativity Global

Net revenues
Cost and expenses:
Cost of revenues
Impairment loss of intangible assets
Provision for loan receivable and other receivables
Operating expenses

Total cost and expenses

—       

16,515     
     (6,264,449)    (49,440,017)    
754,982     

6,857     
    (41,635,317)    

—       
(882,098)    
483     
—       (6,942,500)    48,577,817(2)    
—       

—   
—   
—   

—        1,308,627     

—   
    (47,892,909)    (47,376,408)    (7,824,115)    48,577,817 
—   
    (47,892,909)    (41,455,024)    (7,824,115)    48,577,817 

—        (5,921,384)    

—       

16,515 
   (56,586,564) 
762,322 
—   
    1,308,627 
   (54,515,615) 
    (5,921,384) 
   (48,594,231) 

—        (7,636,896)    

(6,926)     6,942,500(2)    

    (47,892,909)    (33,818,128)    (7,817,189)    41,635,317 

Year Ended December 31,
2021

(701,322) 
   (47,892,909) 

Company    

The

RMB

Subsidiaries
of the
Company
RMB
—     202,209,465     

VIE
RMB

Elimination
adjustments  
RMB

—     

—   

  Consolidated  
RMB
   202,209,465 

90,029      97,323,886     

—       
     6,412,398     163,895,033      1,032,971     
     6,502,427     261,218,919      1,032,971     
—       
     (6,502,427)     (58,854,085)     (1,032,971)    
3,283     

155,369     

894,258     

—       

94     
     (5,120,016)    

—        (7,042,524)    12,162,540(2)     
—       
—        (6,000,000)    

—        33,542,154     
—       

—   
—   
    (11,622,349)     (24,417,673)    (14,072,212)    12,162,540 
—   
    (11,622,349)     (22,878,096)    (14,072,212)    12,162,540 

(1,539,577)    

—       

—       

—   

    97,413,915 
(133,351)(1)    171,207,051 
   268,620,966 
(133,351) 
(133,351)(1)    
22,018 
    (66,389,483) 
—   
897,635 
—   
—   
    33,542,154 
(6,000,000) 
    (37,949,694) 
(1,539,577) 
    (36,410,117) 

—       

(9,747,545)    

(55,503)     7,042,524(2)     

    (11,622,349)     (13,130,551)    (14,016,709)     5,120,016 

(2,760,524) 
    (33,649,593) 

Year Ended December 31,
2020

The

Company    

RMB

—     

Subsidiaries
of the
Company
RMB
 162,167,547   

VIE    
RMB    
  —     

—     
—     
  3,943,902   
 10,748,782   
 14,692,684   

  98,521,027   
  3,120,425   
  1,960,403   
 151,212,911   
 254,814,766   

  —     
  —     
  —     
 468,695   
 468,695   

Elimination
adjustments    Consolidated  

RMB

—     

—     
—     
—     
—     
—     

RMB
 162,167,547 

  98,521,027 
  3,120,425 
  5,904,305 
 162,430,388 
 269,976,145 

19

    
   
    
   
    
    
  
  
    
  
  
 
 
  
 
 
  
 
 
  
   
   
 
  
   
   
   
 
 
 
    
  
 
 
 
 
    
  
    
    
   
    
    
   
    
   
  
  
    
  
  
 
 
  
 
 
  
 
 
  
   
 
  
   
   
   
 
  
 
 
  
  
  
  
  
  
 
 
  
 
 
  
 
  
 
  
 
  
  
  
  
  
 
Table of Contents

Other operating income, net
Loss from operations

Other income
Investment loss
Loss on deconsolidation of subsidiaries and others, net
Impairment loss of long-term investments

Loss before income taxes

Income tax benefit
Net loss

Net loss attributable to non-controlling interests
Net loss attributable to ATA Creativity Global

—       

330,224     
    (14,692,684)    (92,316,995)    
50,050     

63,608     
    (83,753,528)    

—       
(468,695)    
5,323     

—   
—   
—   

—       (13,840,830)    97,594,358(2)    
—       
—       

—        (1,767,800)    
—        (1,726,391)    

—   
—   
    (98,382,604)    (95,761,136)    (14,304,202)    97,594,358 
—   
    (98,382,604)    (85,492,300)    (14,304,202)    97,594,358 

—       (10,268,836)    

—       

—       (22,227,546)    

—       13,840,830(2)    

    (98,382,604)    (63,264,754)    (14,304,202)    83,753,528 

330,224 
   (107,478,374) 
118,981 
—   
(1,767,800) 
(1,726,391) 
   (110,853,584) 
    (10,268,836) 
   (100,584,748) 

(8,386,716) 
    (92,198,032) 

(1)

(2)

To eliminate the rental income and rental expense recognized in WFOE and Beijing Zhenwu respectively for the real estate premise that WFOE has
leased to Beijing Zhenwu for its business initiatives. The lease has been terminated before the year-end of 2021.
To eliminate the investment income or loss recognized in the Company derived from earnings or losses picked up from its subsidiaries and the VIE,
as well as the investment loss recorded in the VIE with the net loss attributable to the VIE as non-controlling interests recorded in the subsidiaries of
the Company.

The following tables present the Company’s condensed consolidating schedule depicting the consolidated balance sheets as of December 31, 2021

and 2022 of the Company, its subsidiaries, the VIE and corresponding eliminating adjustments separately.

ASSETS
Current assets:
Cash and cash equivalents
Accounts receivable, net
Prepaid expenses and other current assets
Inter-company receivables
Amounts due from nominee shareholders for the VIE

Total current assets

Non-current assets:
Other non-current assets
Goodwill
Long-term investments

Total non-current assets
Total assets

LIABILITIES
Current liabilities:
Accrued expenses and other payables
Deferred revenues and other current liabilities
Inter-company payables

Total current liabilities
Total non-current liabilities
Total liabilities

The
Company
RMB

Subsidiaries
of the
Company
RMB

     1,098,896      53,721,421 
—        5,852,038 
4,252      4,419,441 

—        63,597,353(1)    
—        50,000,000(2)    

     1,103,148     177,590,253 

December 31,
2022

VIE
RMB

159,882 
—   
6,592 
—   
—   
166,474 

Elimination
adjustments  
RMB

  Consolidated  
RMB

—   
—   
—   

    54,980,199 
    5,852,038 
    4,430,285 
—   
—   
    65,262,522 

    (63,597,353)(1)    
    (50,000,000)(2)    
   (113,597,353) 

—       174,910,165 
—       196,289,492 
    144,677,894      38,000,000 
    144,677,894     409,199,657 
    145,781,042     586,789,910 

2,590 
—   
   55,779,696 
   55,782,286 
   55,948,760 

—   
—   

   174,912,755 
   196,289,492 
   (200,457,590)(3)     38,000,000 
   409,202,247 
   (200,457,590) 
   474,464,769 
   (314,054,943) 

     2,681,709      53,088,197 
—       236,638,003 
—   
—       
     2,681,709     289,726,200 
—        38,408,066 
     2,681,709     328,134,266 

20

134,604 
—   

—   
—   

   63,597,353(1)     (63,597,353)(1)    
   63,731,957 
—   
   63,731,957 

    (63,597,353) 
—   
    (63,597,353) 

    55,904,510 
   236,638,003 
—   
   292,542,513 
    38,408,066 
   330,950,579 

    
   
    
   
    
   
    
   
    
  
  
    
  
  
 
 
 
  
 
 
  
   
 
 
 
 
 
  
   
 
 
 
 
 
 
 
  
  
 
 
 
  
  
 
 
 
   
   
    
   
   
    
   
   
    
    
  
  
   
  
  
  
  
 
 
 
    
   
   
    
   
   
  
  
  
  
  
  
  
  
 
 
 
  
  
 
 
 
   
   
    
   
   
    
  
  
  
  
    
   
   
  
  
  
  
 
Table of Contents

Shareholders’ equity:
Common shares
Paid-in capital
Treasury shares
Additional paid-in capital
Accumulated other comprehensive loss
Retained earnings (accumulated deficits)
Non-controlling interests

Total shareholders’ equity
Total liabilities and shareholders’ equity

ASSETS
Current assets:
Cash and cash equivalents
Accounts receivable, net
Prepaid expenses and other current assets
Inter-company receivables
Amounts due from nominee shareholders for the VIE

Total current assets

Non-current assets:
Other non-current assets
Goodwill
Long-term investments

Total non-current assets
Total assets

LIABILITIES
Current liabilities:
Accrued expenses and other payables
Deferred revenues and other current liabilities
Inter-company payables

Total current liabilities
Total non-current liabilities
Total liabilities

Shareholders’ equity:
Common shares
Paid-in capital
Treasury shares
Additional paid-in capital
Accumulated other comprehensive loss
Retained earnings (accumulated deficits)
Non-controlling interests

Total shareholders’ equity
Total liabilities and shareholders’ equity

4,720,147     

—       

—   

—   

—        15,984,800      50,000,000(2)     (65,984,800)(2)(3)    

(8,626,894)    

—   
—       
—   
     542,058,092     (120,477,456)    
     (37,003,085)     31,925,988     
—   
    (358,048,927)     268,022,829     (57,720,768) 
—        63,199,483     
(62,429) 
     143,099,333      258,655,644      (7,783,197) 
     145,781,042      586,789,910      55,948,760 

—  (3) 
    120,477,456(3) 
    (31,925,988)(3) 
   (210,302,061)(3) 
    (62,722,197)(3) 
   (250,457,590) 
   (314,054,943) 

4,720,147 
—   
(8,626,894) 
    542,058,092 
    (37,003,085) 
   (358,048,927) 
414,857 
    143,514,190 
    474,464,769 

Elimination
adjustments  
RMB

  Consolidated  
RMB

The
Company
RMB

Subsidiaries
of the
Company
RMB

2,235,730   
—     
3,892   
—     
—     
2,239,622   

  68,912,585 
938,189 
3,109,667 
  62,767,353(1)  
  50,000,000(2)  
  185,727,794 

December 31,
2021

VIE
RMB

191,046 
—   
16,041 
—   
—   
207,087 

—     
—     
  187,780,984   
  187,780,984   
  190,020,606   

  199,010,119 
  194,754,963 
  38,000,000 
  431,765,082 
  617,492,876 

3,078 
—   
  62,722,195 
  62,725,273 
  62,932,360 

—   
—   
—   

  (62,767,353)(1) 
  (50,000,000)(2) 
 (112,767,353) 

—   
—   

 (250,503,179)(3) 
 (250,503,179) 
 (363,270,532) 

2,251,514   
—     
—     
2,251,514   
—     
2,251,514   

  45,798,492 
  219,804,519 
—   
  265,603,011 
  48,297,162 
  313,900,173 

124,089 
—   

—   
—   

  62,767,353(1)  
  62,891,442 
—   
  62,891,442 

  (62,767,353)(1) 
  (62,767,353) 
—   
  (62,767,353) 

4,720,147   
—     
(9,818,754)  
  540,583,564   
  (37,559,847)  
 (310,156,018)  
—     
  187,769,092   
  190,020,606   

—   
  15,984,800 
—   
 (121,495,877) 
  (37,920,623) 
  381,116,261 
  65,908,142 
  303,592,703 
  617,492,876 

—   

—   

  50,000,000(2)  

  (65,984,800)(2)(3)  

—   
—   
—   
 (49,903,579) 
(55,503) 
40,918 
  62,932,360 

—  (3) 
  121,495,877(3) 
  37,920,623(3) 
 (331,212,682)(3) 
  (62,722,197)(3) 
 (300,503,179) 
 (363,270,532) 

  71,339,361 
938,189 
3,129,600 
—   
—   
  75,407,150 

  199,013,197 
  194,754,963 
  38,000,000 
  431,768,160 
  507,175,310 

  48,174,095 
  219,804,519 
—   
  267,978,614 
  48,297,162 
  316,275,776 

4,720,147 
—   
(9,818,754) 
  540,583,564 
  (37,559,847) 
 (310,156,018) 
3,130,442 
  190,899,534 
  507,175,310 

(1)

To eliminate the amounts related to the loans provided by subsidiaries of the Company to the VIE.

21

  
 
 
 
 
    
   
   
    
    
   
   
    
   
  
  
  
 
 
  
 
 
  
   
 
 
 
 
 
  
   
 
 
 
 
 
 
 
  
 
 
 
 
  
 
 
 
 
  
 
 
 
 
 
 
  
 
 
 
 
 
 
 
 
  
 
 
 
 
 
 
 
 
  
 
 
 
 
 
  
 
 
 
 
 
  
  
 
 
 
 
 
  
  
 
 
 
 
  
 
 
 
 
 
 
  
 
 
 
 
 
 
  
 
 
 
  
  
 
 
 
  
  
 
 
 
  
  
 
 
 
 
  
 
 
 
 
  
 
 
 
 
 
 
  
 
 
 
 
 
 
  
 
 
 
 
 
  
  
 
 
 
 
  
  
 
 
 
 
 
 
  
  
 
 
 
 
  
  
 
 
 
 
  
 
 
 
 
 
 
 
 
  
 
 
 
  
 
 
 
 
 
 
 
 
  
 
 
 
 
  
 
 
 
 
  
 
 
 
  
 
 
 
 
 
 
  
  
 
 
 
 
  
  
 
 
 
  
 
 
Table of Contents

(2)
(3)

To eliminate the loans that the WFOE provided to Mr. Xiaofeng Ma and Mr. Jun Zhang as capital contribution (common shares) into the VIE.
To eliminate the Company’s equity pick-up from subsidiaries or the VIE under respective equity accounts with corresponding long-term investment
balances of the subsidiaries or the VIE.

The  following  tables  present  the  Company’s  condensed  consolidating  schedule  depicting  the  consolidated  cash  flows  for  the  fiscal  years  ended

December 31, 2020, 2021 and 2022 of the Company, its subsidiaries, the VIE, and corresponding eliminating adjustments separately.

Year Ended December 31,
2022

Net cash used in operating activities
Cash flows from investing activities:
Cash received from inter-companies
Cash paid to inter-companies
Cash paid for property and equipment
Other cash movements
Net cash provided by (used in) investing activities
Cash flows from financing activities:
Cash received from inter-companies
Cash paid to inter-companies
Other cash movements
Net cash provided by (used in) financing activities
Effect of foreign currency exchange rate changes on cash
Net decrease in cash and cash equivalents
Cash and cash equivalents at the beginning of the year
Cash and cash equivalents at the end of the year

Net cash used in operating activities
Cash flows from investing activities:
Payment for acquisition of a subsidiary
Cash received from inter-companies
Cash paid to inter-companies
Cash paid for property and equipment
Other cash movements
Net cash provided by (used in) investing activities
Cash flows from financing activities:
Cash received from short-term loans
Repayment of short-term loans
Cash received from inter-companies
Cash paid to inter-companies
Other cash movements
Net cash provided by (used in) financing activities
Effect of foreign currency exchange rate changes on cash
Net increase (decrease) in cash and cash equivalents
Cash and cash equivalents at the beginning of the year
Cash and cash equivalents at the end of the year

The

Subsidiaries
of the

Company    

Company    

RMB

RMB
    (4,509,052)     (9,243,485)    (861,350)    

VIE
RMB    

Elimination
adjustments 
RMB

—   

  Consolidated  
RMB
   (14,613,887) 

     3,159,503     
(101,614)    

—       
(830,186)    
—        (1,618,338)    
(871,765)    
—       
     3,057,889      (3,320,289)    

—   
—       (3,159,503) 
—   
931,800 
—       
    (1,618,338) 
—   
—       
—       
(871,765) 
—   
—       (2,227,703)(2)     (2,490,103) 

101,614      830,186     

—       
—        (3,159,503)    
(30,731)    

(931,800) 
—        3,159,503 
—   
—       

218,943     
218,943      (3,088,620)     830,186      2,227,703(2)     
95,386     

461,230     

—       
    (1,136,834)    (15,191,164)     (31,164)    
     2,235,730      68,912,585      191,046     
     1,098,896      53,721,421      159,882     

—   
—   
—   
—   

—   
—   
188,212 
188,212 
556,616 
   (16,359,162) 
    71,339,361 
    54,980,199 

Year Ended December 31,
2021

The

Company    

RMB

Subsidiaries
of the
Company
RMB

    (4,529,860)     (26,400,482) 

VIE
RMB
(903,343)    

Elimination
adjustments 
RMB

—   

  Consolidated  
RMB
    (31,833,685) 

—   
250,000(1)     

—       
     4,113,412     
(9,692)    
—       
—       

(5,895,353) 
(4,451,589) 
(935,321) 
     4,103,720      (11,032,263) 

   (4,642,082)    

(4,642,082) 
—   
—   
(4,451,589) 
(935,321) 
   (4,642,082)     1,541,633(2)      (10,028,992) 

—   
—       (4,363,412) 
—        5,905,045 
—   
—       
—   
—       

—        2,710,000 
(2,000,000) 
—       
—       
9,692 
—       
(4,113,412)(1)    
232,245     
232,245     
(57,011)    

(114,729) 
(3,508,449) 
(291,900) 
(250,906)     (41,233,094) 
     2,486,636     110,145,679 
     2,235,730      68,912,585 

—       
—       

—   
—   
    5,895,353     (5,905,045) 
(250,000)     4,363,412 
—   

—       

    5,645,353     (1,541,633)(2)    

—       
99,928     
91,118     
191,046     

—   
—   
—   
—   

    2,710,000 
(2,000,000) 
—   
—   
117,516 
827,516 
(348,911) 
    (41,384,072) 
   112,723,433 
    71,339,361 

22

 
 
  
 
 
  
 
 
  
   
 
  
   
   
 
 
 
  
 
 
 
 
   
    
   
    
    
   
  
 
 
 
 
    
   
    
   
    
   
    
    
   
  
  
  
  
 
 
  
 
 
  
 
 
  
 
 
   
 
  
   
 
 
   
 
 
 
   
  
 
 
 
 
    
   
   
    
   
   
    
   
   
    
   
   
  
 
 
 
 
    
   
    
   
   
    
   
    
   
    
   
   
    
    
   
   
  
    
   
  
   
  
   
  
 
Table of Contents

Year Ended December 31,
2020

Net cash used in operating activities
Cash flows from investing activities:
Payment for acquisition of a subsidiary
Cash paid to inter-companies
Cash paid for property and equipment
Cash received from inter-companies
Cash received upon repayment of loan to a nominee shareholder of the

VIE

Cash paid for issuance loan to a nominee shareholder of the VIE
Other cash movements
Net cash used in investing activities
Cash flows from financing activities:
Cash received from short-term loans
Repayment of short-term loans
Cash received upon repayment of loan to a nominee shareholder of the

The

Company  

RMB
    (10,150,979) 

Subsidiaries
of the
Company
RMB
    (17,256,377) 

—   

VIE
RMB
(466,004)    

Elimination
adjustments  
RMB

—   

—   
    (72,794,230) 
—   

     3,804,240(4)    

    (15,122,000)(3)    
(4,910,407) 
—   

   (15,000,000)    

—   
—        87,916,230 
—       
—   
—        (3,804,240) 

  Consolidated  
RMB
    (27,873,360) 

    (15,000,000) 
—   
(4,910,407) 
—   

—   
—   
—   
    (68,989,990) 

    5,000,000(5)     
(5,000,000)(5)    

819,979 
    (19,212,428) 

—   
—   
819,979 
   (15,000,000)     84,111,990(2)      (19,090,428) 

—        (5,000,000) 
—        5,000,000 
—   
—       

—   
—   

    19,618,000 
    (17,808,000) 

—       
—       

—   
—   

    19,618,000 
    (17,808,000) 

VIE

Cash paid for issuance loan to a nominee shareholder of the VIE
Cash received from inter-companies
Cash received upon private placement
Cash paid for repurchase of common shares
Cash paid to inter-companies

Other cash movements
Net cash provided by financing activities
Effect of foreign currency exchange rate changes on cash
Net increase (decrease) in cash and cash equivalents
Cash and cash equivalents at the beginning of the year
Cash and cash equivalents at the end of the year

—   
—   
—   
     8,530,931 
     (4,003,530) 

—   
—   
     4,527,401 
(895,932) 
    (75,509,500) 
     77,996,136 
     2,486,636 

—   
—   

—        5,000,000 
—        (5,000,000) 
    72,794,230(3)      15,122,000     (87,916,230) 
—   
—   

—       
—       

—   
—   

    5,000,000 
(5,000,000) 
—   
    8,530,931 
(4,003,530) 

(3,804,240)(4)    
(33,807) 
    70,766,183 
81,801 
    34,379,179 
    75,766,500 
   110,145,679 

—        3,804,240 
—   
—       

—   
(33,807) 
    15,122,000     (84,111,990)(2)     6,303,594 
(814,131) 
    (41,474,325) 
   154,197,758 
   112,723,433 

—       
(344,004)    
435,122     
91,118     

—   
—   
—   
—   

(1)

(2)

(3)

(4)

(5)

For  the  fiscal  year  ended  December  31,  2021, ATA  BVI,  a  subsidiary  of  the  Company,  received  RMB2.7  million  repayment  of  loan  from  its
subsidiaries. These transactions were eliminated as intercompany transactions upon preparation of the consolidated information presented under the
column of “Subsidiaries of the Company”.
Eliminated the amounts of cash inflows or outflows among the Company, subsidiaries of the Company and the VIE, mainly comprised of 1) loans
provided by the Company to its subsidiaries and by the subsidiaries of the Company to the VIE, offset by repayments; and 2) loans provided by the
WFOE to nominee shareholders of the VIE, which were injected into the VIE as capital contribution. The transactions of nominee shareholder loan
repayment  and  issuance  were  reclassified  as  financing  activities  in  the  Company’s  consolidated  financial  statements.  See  below  note  5  for  more
details.
For  the  fiscal  year  ended  December  31,  2020,  ATA  BVI,  a  subsidiary  of  the  Company,  made  capital  contribution  of  US$5.0  million  to  its
subsidiaries. These transactions were eliminated as intercompany transactions upon preparation of the consolidated information presented under the
column of “Subsidiaries of the Company”.
Includes  the  RMB3.8  million  the  Company  received  from  its  subsidiaries  as  repayment  of  financial  support  from  the  Company,  which  was
eliminated as intercompany transaction upon consolidation.
Includes  the  RMB5.0  million  loan  repayment  made  by  the  prior  nominee  shareholder  Mr.  Haichang  Xiong  to  the  WFOE,  offset  by  the  RMB5.0
million loan the WFOE provided to the new nominee shareholder Mr. Jun Zhang in relation to his acquisition of the 10% equity shares in the VIE.

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Effect of Holding Foreign Companies Accountable Act and Related SEC Rules

On  December  18,  2020,  Holding  Foreign  Companies Accountable Act,  or  HFCAA,  was  enacted,  according  to  which,  among  others,  if  the  SEC
determines that we have filed audit reports issued by a registered public accounting firm that has not been subject to inspection by the Public Company
Accounting  Oversight  Board  (United  States),  or  PCAOB,  for  three  consecutive  years,  the  SEC  shall  prohibit  our  common  shares  or ADSs  from  being
traded on a national securities exchange or in the over the counter trading market in the United States. On December 29, 2022, President Biden signed into
law the Accelerating Holding Foreign Companies Accountable Act as a part of the Consolidated Appropriations Act, amending the HFCAA and requiring
the SEC to prohibit an issuer’s securities from trading on any U.S. stock exchange if its auditor is not subject to PCAOB inspections for two consecutive
years instead of three consecutive years. On December 16, 2021, the PCAOB issued a report on its determination that the PCAOB was unable to inspect or
investigate completely PCAOB-registered public accounting  firms  headquartered  in  mainland  China  or  Hong  Kong  because  of  positions  taken  by  PRC
authorities in those jurisdictions. Because our auditor is located in mainland China, our auditor was subject to such PCAOB determination. Following the
filing  of  our  annual  report  on  Form  20-F  for  the  fiscal  year  ended  December  31,  2021,  on  May  26,  2022,  the  Company  was  identified  on  SEC’s
“Conclusive list of issuers identified under the HFCAA” (available at https://www.sec.gov/hfcaa). On August 26, 2022, the CSRC, the Ministry of Finance
of China, or MOF, and the PCAOB signed a Statement of Protocol governing inspections and investigations of audit firms based in mainland China and
Hong  Kong,  taking  the  first  step  toward  opening  access  for  the  PCAOB  to  inspect  and  investigate  registered  public  accounting  firms  headquartered  in
mainland China and Hong Kong. Pursuant to the fact sheet with respect to the Statement of Protocol disclosed by the PCAOB, the PCAOB shall have sole
discretion to select any issuer audits for inspection or investigation in addition to other provisions that are intended to provide the PCAOB with complete
access.  The  SEC  also  indicated  in  its  fact  sheet  regarding  the  Protocol  that  the  PCAOB  may  transfer  information  to  the  SEC  for  all  SEC  purposes,
including administrative or civil enforcement actions.

On December 15, 2022, the PCAOB determined that it was able to secure complete access to inspect and investigate registered public accounting
firms headquartered in mainland China and Hong Kong and vacated its previous determinations to the contrary. As a result, we believe that the Company
will  not  be  identified  as  a  Commission-Identified  Issuer  under  the  HFCAA  upon  filing  our  annual  report  on  Form  20-F  for  the  fiscal  year  ended
December 31, 2022 and thus the calculation of the consecutive period to trigger trade prohibition will be interrupted. However, should PRC authorities
obstruct or otherwise fail to facilitate the PCAOB’s access in the future, the PCAOB may consider the need to issue a new determination. The PCAOB
continues to demand complete access in mainland China and Hong Kong moving forward and is making plans to resume regular inspections in early 2023
and beyond, as well as to continue pursuing ongoing investigations and initiating new investigations, as needed. The PCAOB has also indicated that it will
act immediately to consider the need to issue new determinations under the HFCAA, if necessary. Thus, there is no guarantee that our auditor will not be
subject to any future determination issued by the PCAOB arising from its failure to inspect or investigate completely PCAOB-registered public accounting
firms headquartered in mainland China or Hong Kong because of positions taken by PRC authorities in those jurisdictions. See “Item 3.D. Risk Factors —
Risks Relating to Doing Business in the People’s Republic of China — On December 16, 2021, the PCAOB determined that it was unable to inspect or
investigate  completely  PCAOB-registered  public  accounting  firms  headquartered  in  mainland  China  or  Hong  Kong,  including  our  auditor,  because  of
positions taken by PRC authorities in those jurisdictions. Although the PCAOB determined on December 15, 2022 that it was currently able to inspect and
investigate completely registered public accounting firms headquartered in mainland China and Hong Kong, including our auditor, there is no guarantee
that the PRC authorities will continue to facilitate the PCAOB on such inspection and investigation. If PCAOB determined that it is unable to inspect or
investigate completely our auditor because of positions taken by PRC authorities in the future, trading in our securities may be prohibited and our ADSs
may be delisted under the HFCAA. The delisting of our ADSs, or the threat of their being delisted, may materially and adversely affect the value of your
investment. Additionally, the inability of the PCAOB to conduct full inspections deprives you of the benefits of such inspections.”

Enforceability of Civil Liabilities

The Company is incorporated under the laws of the Cayman Islands as an exempted company with limited liability. The Company is incorporated in
the Cayman Islands because of certain benefits associated with being a Cayman Islands corporation, such as political and economic stability, an effective
judicial system, a favorable tax system, the absence of foreign exchange control or currency restrictions and the availability of professional and support
services.  However,  the  Cayman  Islands  has  a  less  developed  body  of  securities  laws  as  compared  to  the  United  States  and  provides  protections  for
investors to a significantly lesser extent. In addition, Cayman Islands companies do not have standing to sue before the federal courts of the United States.

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Substantially  all  of  our  assets  are  located  outside  the  United  States.  Our  directors  and  executive  officers  are  located  in  mainland  China  or  Hong
Kong,  among  which,  Xiaofeng  Ma,  our  Chairman  of  the  board  of  directors  and  Chief  Executive  Officer,  Jun  Zhang,  our  President  and  director,  Zhilei
Tong,  our  director,  and  Ruobai  Sima,  our  Chief  Financial  Officer,  are  located  in  mainland  China,  and Andrew  Yan,  Hope  Ni,  and Alec  Tsui,  each  a
director of ours, are located in Hong Kong. A substantial portion of the assets of these individuals are located outside the United States. As a result, it may
be difficult, impractical or impossible for you to effect service of process within the United States upon us, the VIE or these individuals, to bring an action
under the civil liability provisions of the U.S. federal securities laws against us, the VIE or our directors and executive officers in the United States in the
event  that  you  believe  your  rights  have  been  infringed  under  the  U.S.  federal  securities  laws,  or  to  enforce  against  us,  the  VIE  or  our  directors  and
executive officers judgments obtained in United States courts, including judgments predicated upon the civil liability provisions of the securities laws of
the United States or any state in the United States. See “Item 3.D. Risk factors — Risks Relating to Our ADSs — Certain judgments obtained against us,
the VIE or our directors and executive officers by our shareholders may not be enforceable.”

We have appointed Puglisi & Associates as our agent to receive service of process with respect to any action brought against us under the securities

laws of the United States.

Conyers, Dill & Pearman, our counsel as to Cayman Islands law, and Jincheng Tongda & Neal Law Firm, our counsel as to PRC law, have advised
us  that  there  is  uncertainty  as  to  whether  the  courts  of  the  Cayman  Islands  or  China  would,  respectively,  (i)  recognize  or  enforce  judgments  of  United
States courts obtained against us, the VIE or our directors and executive officers predicated upon the civil liability provisions of the securities laws of the
United States or any state in the United States, or (ii) entertain original actions brought in the Cayman Islands or China against us, the VIE or our directors
and executive officers predicated upon the civil liability provisions of the securities laws of the United States or any state in the United States.

Conyers, Dill & Pearman has further advised us that the courts of the Cayman Islands would recognize as a valid judgment, a final and conclusive
judgment in personam obtained in the federal or state courts of the United States under which a sum of money is payable (other than a sum of money
payable in respect of multiple damages, taxes or other charges of a like nature or in respect of a fine or other penalty), or, in certain circumstances, an in
personam judgment for non-monetary relief, and would give a judgment based thereon provided that (a) such federal or state courts of the United States
had proper jurisdiction over the parties subject to such judgment; (b) such federal or state courts of the United States did not contravene the rules of natural
justice  of  the  Cayman  Islands;  (c)  such  judgment  was  not  obtained  by  fraud;  (d)  the  enforcement  of  the  judgment  would  not  be  contrary  to  the  public
policy of the Cayman Islands; (e) no new admissible evidence relevant to the action is submitted prior to the rendering of the judgment by the courts of the
Cayman Islands; and (f) there is due compliance with the correct procedures under the laws of the Cayman Islands.

Jincheng Tongda & Neal Law Firm has advised us further that the recognition and enforcement of foreign judgments are provided for under the
Chinese  Civil  Procedure  Law.  Chinese  courts  may  recognize  and  enforce  foreign  judgments  in  accordance  with  the  requirements  of  the  Chinese  Civil
Procedure Law based either on treaties between China and the country where the judgment is made or on reciprocity between jurisdictions. China does not
have any treaties with the United States that provide for the reciprocal recognition and enforcement of foreign judgments. In addition, according to the
PRC Civil Procedures Law, courts in mainland China will not enforce a foreign judgment against us, the VIE or our directors and executive officers if they
decide that the judgment violates the basic principles of PRC law or national sovereignty, security or public interest. As a result, it is uncertain whether and
on what basis a PRC court would enforce a judgment rendered by a court in the United States.

A.

[Reserved]

B.

Capitalization and Indebtedness

Not applicable.

C.

Reasons for the Offer and Use of Proceeds

Not applicable.

D.

Risk Factors

Summary of Risk Factors

Investing in our ADSs may expose you to a number of risks, including risks relating to our business, risks relating to regulations of our business,
risks relating to doing business in the People’s Republic of China, risks relating to our corporate structure and risks relating to our ADSs. The following
summarizes part, but not all, of these risks. Please carefully consider all of the information discussed in “Item 3. Key Information—D. Risk Factors” and
elsewhere in this annual report which contains a more thorough description of risks relating to investing in us.

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Risks Relating to Our Business

•

•

•

•

•

•

•

•

•

•

•

  We may not be able to generate sufficient net income from our business operations to sustain our continued expansion.

  Failure to develop or market our businesses could impact our competitive position.

  If market acceptance for and the growth of our products and services declines, or demand for our products and services stagnates or declines,

we may experience a decrease in revenues.

  If we are not able to continue to attract students to enroll in our portfolio training services without a significant decrease in course fees, our

revenues may decline.

  If we are not able to continue to hire and retain qualified teachers, or if our teachers fail to deliver quality services, we may not be able to

maintain consistent teaching quality.

  If we fail to build, maintain and enhance the value of our brand, our business may not grow.

  If we are not able to develop and expand our online course services and adapt them to rapid technological changes and student needs, we may

lose market share and our business could be adversely affected.

  Any deterioration in our relationships with overseas schools and institutions may adversely affect our business.

  Terrorist  attacks,  geopolitical  uncertainty,  pandemics,  economic  slowdown  and  international  conflicts  may  discourage  more  students  from

studying outside of China, which could cause declines in the student enrollment for our courses.

  We depend on our senior management team and other key personnel and our business may be severely disrupted if we lose their services and

are unable to replace them.

  Refunds or potential refund disputes of our course fees may negatively affect our business, financial condition and results of operations.

Risks Relating to Regulations of Our Business

•

•

•

•

•

•

  The approval, filing or other requirements of the CSRC or other PRC government authorities may be required under PRC law in connection

with our issuance of securities overseas.

  Restrictions under PRC law on PRC subsidiaries’ ability to make payments to us could materially and adversely affect our ability to grow,
make investments or acquisitions that could benefit our business, pay dividends to investors, and otherwise fund and conduct our businesses.
See “— Risks Relating to Regulations of Our Business — Because we may rely on dividends and other distributions on equity paid by our
current  and  future  PRC  subsidiaries  for  our  cash  requirements,  restrictions  under  PRC  law  on  their  ability  to  make  such  payments  could
materially and adversely affect our ability to grow, make investments or acquisitions that could benefit our business, pay dividends to you,
and otherwise fund and conduct our businesses.”

  We may be classified as a “resident enterprise” of China, which may result in unfavorable tax consequences to us and the investors. See “—
Risks  Relating  to  Regulations  of  Our  Business  —  Under  the  EIT  Law,  we  may  be  classified  as  a  “resident  enterprise”  of  China.  Such
classification will likely result in unfavorable tax consequences to us and U.S. holders of our ADSs or common shares.”

  PRC regulations of loans and direct investments by offshore holding companies to our PRC subsidiaries and the VIE may restrict our ability
to execute our business strategy. See “— Risks Relating to Regulations of Our Business — PRC regulations of loans and direct investments
by  offshore  holding  companies  to  their  PRC  subsidiaries  and  consolidated  variable  interest  entity  may  restrict  our  ability  to  execute  our
business strategy.”

  As PRC laws and regulations with respect to certain licenses and permissions are unclear and are subject to interpretations and enforcement

of local governmental authorities, the Company, its subsidiaries and the VIE may be required to obtain additional licenses.

  Failure to comply with regulations  relating  to  information  security  and  privacy  protection,  breaches  or  perceived  breaches  of  our  security
measures relating to our service offerings, unauthorized disclosure or misuse of personal data through breaches of our computer systems or
otherwise, could result in negative publicity and loss of students, expose us to protracted and costly litigation, and harm our business and
results of operations. Additionally, it is unclear whether we will be subject to the oversight of the CAC and how such oversight may impact
us.

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Risks Relating to Doing Business in the People’s Republic of China

•

•

•

•

•

•

•

  China’s  economic,  political  and  social  conditions,  as  well  as  changes  in  any  laws  and  regulations  could  adversely  affect  our  financial
performance.  See  “—  Risks  Relating  to  Doing  Business  in  the  People’s  Republic  of  China  —  China’s  economic,  political  and  social
conditions, as well as changes in any government policies, laws and regulations, could adversely affect the overall economy in China or the
prospects of the industries in which we operate, which in turn could impact our financial performance.” for a more detailed discussion.

  The PRC legal system has inherent uncertainties that could limit the legal protections available to you and us and the VIE, and rules and
regulations in China can change quickly with little advance notice. See “— Risks Relating to Doing Business in the People’s Republic of
China — The PRC legal system has inherent uncertainties that could limit the legal protections available to you and us and the VIE, and
rules and regulations in China can change quickly with little advance notice.” for a more detailed discussion.

  PRC government may exert substantial influence over our operations, and may exert more control over offerings conducted overseas and/or
foreign investment in China-based issuers like us, which may cause us to make material changes to our operation, may limit or completely
hinder our ability to offer or continue to offer securities to investors, and may cause the value of such securities to significantly decline or be
worthless. See “— Risks Relating to Doing Business in the People’s Republic of China — PRC government may exert substantial influence
over our operations, and may exert more control over offerings conducted overseas and/or foreign investment in China-based issuers like us,
and any actions by Chinese government, including any decision to intervene or influence our operations or to exert control over any offering
of securities conducted overseas and/or foreign investment in China-based issuers, may cause us to make material changes to our operation,
may limit or completely hinder our ability to offer or continue to offer securities to investors, and may cause the value of such securities to
significantly decline or be worthless.” for a more detailed discussion.

  On December 16, 2021, the PCAOB determined that it was unable to inspect or investigate completely PCAOB-registered public accounting
firms  headquartered  in  mainland  China  or  Hong  Kong,  including  our  auditor,  because  of  positions  taken  by  PRC  authorities  in  those
jurisdictions. Although  the  PCAOB  determined  on  December  15,  2022  that  it  was  currently  able  to  inspect  and  investigate  completely
registered public accounting firms headquartered in mainland China and Hong Kong, including our auditor, there is no guarantee that the
PRC authorities will continue to facilitate the PCAOB on such inspection and investigation. If PCAOB determined that it is unable to inspect
or investigate completely our auditor because of positions taken by PRC authorities in the future, trading in our securities may be prohibited
and  our ADSs  may  be  delisted  under  the  HFCAA.  The  delisting  of  our ADSs,  or  the  threat  of  their  being  delisted,  may  materially  and
adversely  affect  the  value  of  your  investment. Additionally,  the  inability  of  the  PCAOB  to  conduct  full  inspections  deprives  you  of  the
benefits of such inspections.

  Restrictions on currency exchange may limit our ability to utilize our cash and the ability of our PRC subsidiaries to obtain financing. See
“— Risks Relating to Doing Business in the People’s Republic of China — Restrictions on currency exchange may limit our ability to utilize
our cash generated from sales of our services effectively and the ability of our PRC subsidiaries to obtain financing.”

  Fluctuations in exchange rates could result in foreign currency exchange losses.

  The  outbreak  of  COVID-19  and  any  future  outbreak  of  severe  acute  respiratory  syndrome,  avian  flu  or  coronavirus  in  China,  or  similar

adverse public health developments, may disrupt our business and operations and adversely affect our financial results.

Risks Relating to Our Corporate Structure

•

  The Company is not a Chinese operating company but a Cayman Islands holding company primarily operating in China through its PRC
subsidiaries  and  may  conduct  business  through  the  VIE  in  the  future.  Investors  purchasing  our ADSs  are  not  purchasing,  and  may  never
directly hold, equity interests in the VIE. See “— Risks Relating to Our Corporate Structure — The Company is not a Chinese operating
company  but  a  Cayman  Islands  holding  company  primarily  operating  in  China  through  its  PRC  subsidiaries  and  may  conduct  business
through the VIE in the future. Investors purchasing our ADSs are not purchasing, and may never directly hold, equity interests in the VIE.
There are substantial uncertainties regarding the interpretation and application of current and future PRC laws, regulations, and rules relating
to  such  agreements,  including  potential  future  actions  by  the  PRC  government,  which  could  affect  the  enforceability  of  our  contractual
arrangements  with  the  VIE,  and  consequently,  significantly  affect  our  financial  condition  and  results  of  operations.”  for  a  more  detailed
discussion.

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•

•

  We rely on contractual arrangements with the VIE and its shareholders to consolidate the VIE, which may not be less effective than direct
ownership. See “— Risks Relating to Our Corporate Structure — We rely on contractual arrangements with the VIE and its shareholders to
consolidate the VIE, which may not be as effective in providing operational control as direct ownership, and the VIE’s shareholders may fail
to perform their obligations under the contractual arrangements.” for a more detailed discussion.

  The shareholders of the VIE may have conflicts of interest with us and may breach the existing contractual arrangements we have with them
and the VIE. See “— Risks Relating to Our Corporate Structure — The shareholders of the VIE may have conflicts of interest with us, which
may materially and adversely affect our business. The shareholders of the VIE may breach, or cause the VIE to breach, or refuse to renew,
the  existing  contractual  arrangements  we  have  with  them  and  the  VIE,  which  would  have  a  material  adverse  effect  on  our  ability  to
effectively direct activities of the VIE and receive economic benefits from the VIE. If we cannot resolve any conflict of interest or dispute
between us and these shareholders, we would have to rely on legal proceedings, which could result in disruption of our business and subject
us to substantial uncertainty as to the outcome of any such legal proceedings.” for a more detailed discussion.

•

  Contractual arrangements relating to the VIE may be subject to scrutiny by the PRC tax authorities.

Risks Relating to Our ADSs

•

•

•

•

•

•

•

  Our ADS  prices  and  the ADS  or  stock  prices  of  other  educational  services  providers  with  business  operations  primarily  in  China  have

fluctuated widely in recent years, which fluctuations could result in substantial losses to investors.

  The sale or availability for sale of substantial amounts of our ADSs could adversely affect their market price.

  The Company previously failed to comply with Nasdaq’s minimum bid price requirement and although the Company regained compliance
within  the  grace  period,  the  Company  may  fail  to  comply  with  Nasdaq’s  minimum  bid  price  requirement  again  or  any  other  listing
requirements, and its shares may be delisted if the Company is unable to regain compliance with Nasdaq rules within the applicable grace
periods.

  The voting rights of holders of ADSs must be exercised in accordance with the terms of the deposit agreement, the American Depositary

Receipts, or ADRs, and the procedures established by the depositary.

  The Company is not a Chinese operating company but a Cayman Islands company, and because judicial precedent regarding the rights of
shareholders  is  more  limited  under  Cayman  Islands  law  than  under  U.S.  federal  or  state  laws,  you  may  have  less  protection  of  your
shareholder rights than you would under U.S. federal or state laws.

  Certain judgments obtained against us, the VIE or our directors and executive officers by our shareholders may not be enforceable. See “—
Risks Relating to Our ADSs — Certain judgments obtained against us, the VIE or our directors and executive officers by our shareholders
may not be enforceable.” for a more detailed discussion.

  We have been named as a defendant or interested third party in three lawsuits in connection with our sale of ATA Online Business.

Risks Relating to Our Business

Historically, we were dependent on revenues from the ATA Online Business; after the completion of our sale of the ATA Online Business and
the  Huanqiuyimeng  Acquisition,  we  may  not  be  able  to  generate  sufficient  net  income  from  our  business  operations  to  sustain  our  continued
expansion, and it is difficult for us to predict our results of operations since we have a limited operating history in such new business.

The ATA Online Business historically represented the principal source of revenues and profit for the Company. On August 16, 2018, we completed
the sale of the ATA Online Business which was consequently reclassified as discontinued operations. In 2019, we and the VIE completed the acquisition
of 100% equity interests of Huanqiuyimeng, a leading provider of educational services for students in China interested in applying for overseas art study.
After  the  Huanqiuyimeng Acquisition,  our  business  operations  primarily  include  portfolio  training  services,  research-based  learning  services,  overseas
study  counselling  services  and  other  educational  services. Although  our  management  team  has  been  endeavoring  to  adapt  to  such  business  change  and
have  made  prominent  progress  in  integrating,  managing  and  developing  the  new  business,  given  that  we  have  only  a  short  operating  history  for  such
business after the acquisition, we may not be able to manage and develop the new business effectively, compete and build our brand successfully in the
new market, and generate sufficient net income from the new business to sustain our continued operations and expansion, and it is difficult for us to predict
our results of operations with respect to our business and you should not rely on our historical results of operations as an indication of our future financial
performance.

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Failure to develop or market our businesses could impact our competitive position and have an adverse effect on our financial results.

Our operating results in the future will depend on our ability to develop our businesses, including our creative arts related international education
services and other services, and bring those services to the market. This ability could be adversely affected by difficulties or delays in product development
and  marketing  such  as  greater  than  anticipated  development  costs,  technical  difficulties,  regulatory  obstacles,  competition,  lack  of  demand,  insufficient
intellectual property protection, or lack of market acceptance of our new products and services. There can be no assurance that any of the products and
services we are currently developing or marketing, or begin to develop or market in the future, will achieve substantial commercial success. If we fail to
develop or market our businesses in the way or on the timeline as we expect, or at all, our growth and financial results will be adversely impacted.

If market acceptance for and the growth of our products and services declines, or demand for our products and services stagnates or declines,

our revenue growth may slow down, or we may experience a decrease in revenues.

Currently, we are focused on providing creative arts related international education services to high school and undergraduate students. We cannot
assure you that a market decline will not happen. A decline in the demand for creative arts related international education services by high school and
undergraduate  students  could  negatively  affect  the  demand  for  our  services.  Even  if  the  demand  for  our  creative  arts  related  international  education
services continues to grow, this demand may not grow as quickly as we anticipate. If market acceptance of our creative arts related international education
services declines or fails to grow, our revenue growth may slow down, or we may experience a decrease in revenues.

If we are not able to continue to attract students to enroll in our portfolio training services without a significant decrease in course fees, our

revenues may decline, and our profitability may be adversely affected.

The success of our business depends primarily on the number of students enrolled in our portfolio training services and the amount of course fees
that our students are willing to pay. Therefore, our ability to continue to attract students to enroll in our portfolio training services without a significant
decrease  in  course  fees  is  critical  to  the  continued  success  and  growth  of  our  business.  This  in  turn  will  depend  on  several  factors,  including  without
limitation our ability to effectively market our services to a broader base of prospective students, develop new services and enhance existing services to
respond to changes in market trends and student demands, develop additional high-quality educational content and respond to competitive pressures, and
manage our growth while maintaining the consistency of our teaching quality. If we are unable to continue to attract students to enroll in our portfolio
training services without a significant decrease in course fees, our revenue may decline, and we may not be able to maintain profitability.

We depend on our dedicated and capable teachers, and if we are not able to continue to hire and retain qualified teachers, or if our teachers fail
to  deliver  quality  services,  we  may  not  be  able  to  maintain  consistent  teaching  quality  and  our  brand,  business  and  results  of  operation  may  be
materially and adversely affected.

Our teachers are critical for maintaining our service quality, our brand and reputation. It is critical for us to continue to attract qualified teachers who
have the relevant art background, professional skills, excellent communication skills and commitment and dedication to creative arts related international
education services. We also need to hire teachers who are capable of delivering innovative and inspirational instruction to students. The number of teachers
that meet our qualifications is limited and we must provide competitive compensation packages to attract and retain such qualified teachers. We also face
increasing competition from our competitors for teachers with good reputations and excellent teaching skills. If we fail to hire and retain qualified teachers,
we  may  not  be  able  to  maintain  consistent  teaching  quality  and  our  brand,  business  and  operating  results  may  be  materially  and  adversely  affected.
Additionally, our teachers may join our competitors or set up competing businesses after they discontinue their relationship with us, which could further
adversely affect our operating results.

Around  11%  of  our  teachers  are  our  full-time  employees,  who  contributed  around  40%  of  our  total  credit  hours  delivered  for  fiscal  year  ended
December 31, 2022, and the rest are academics from universities and colleges or designers of private studios within their respective specializations who
typically work for us on a part-time basis. If our part-time teachers fail to deliver quality courses as a result of inadequate devotion of their time and energy
to  our  courses,  our  business  may  also  be  adversely  affected.  Furthermore,  China  promulgated  certain  regulations  in  November  2016  requiring  post-
secondary school teachers to obtain approval from their employers prior to engaging in part-time jobs. If these part-time teachers choose to, or are forced
to, discontinue their relationship with us to comply with such regulations, we will need to seek new teachers to replace them. We cannot assure you we will
be able to find replacements at a reasonable cost on a timely basis, if at all.

If  we  fail  to  build,  maintain  and  enhance  the  value  of  our  brand,  our  business  may  not  grow  and  our  financial  results  may  be  adversely

impacted.

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We believe that market awareness of our “ACG” brand is important to the success of our creative arts related international education businesses, and
that maintaining and enhancing the value of our brand is critical to increase our competitive advantage. Our brand promotion initiatives primarily include
cooperating with overseas study counselling agents, language test preparation institutions and other similar sales channels to enhance our brand awareness
among  students  of  such  sales  channels,  advertising  our  brand  on  the  mainstream  online  search  engines  and  social  media  platforms,  participating  in
educational  seminars,  art  workshops  and  on-campus  events  to  give  free  speeches  and  lectures  in  order  to  introduce  and  promote  our  brand  name,  and
periodically participating in and hosting educational expositions and other community events to distribute information brochures and promote our brand
name.

As we are still at the stage of building and enhancing our brand recognition, negative comments on our services may result in unfavorable publicity
for us, and could materially and adversely damage our brand and reputation, whether or not the comments are objective or fair. Moreover, as we continue
to grow in size, expand our service offerings and extend our geographic reach, it may be more difficult to maintain the quality and consistent standards of
our services and to protect and promote our brand name. Furthermore, we cannot assure you that our marketing methods and strategies will be successful
in promoting our brand in a cost-effective manner.

If we fail to build, maintain and enhance the value of our brand, or if we incur excessive sales and marketing expenses, our ability to attract new

students could be adversely impacted and our business and results of operations may be materially and adversely affected.

Failure  to  effectively  and  efficiently  manage  the  expansion  of  our  training  center  network  may  materially  and  adversely  affect  our  brand,

business and operating results.

We  have  established  21  training  centers  in  China  as  of April  6,  2023.  We  established  our  first  one  in  2012.  We  may  continue  to  expand  our
operations in different geographic locations in China and abroad. Our expansion has resulted, and will continue to result, in substantial demands on our
management,  faculty  and  operational,  technological  and  other  resources.  Our  expansion  will  also  place  significant  demands  on  us  to  maintain  the
consistency of our teaching quality and our culture to ensure that our brand does not suffer as a result of any decreases in our teaching quality. To manage
and  support  our  growth,  we  must  continue  to  improve  our  existing  operational,  administrative  and  technological  systems  and  our  financial  and
management controls, and recruit, train and retain additional qualified teachers, management personnel and other administrative and sales and marketing
personnel, particularly as we expand into new markets. We cannot assure you that we will be able to effectively and efficiently manage the growth of our
operations,  recruit  and  retain  qualified  teachers  and  management  personnel  and  integrate  new  training  centers  into  our  operations.  Any  failure  to
effectively and efficiently manage our expansion may materially and adversely affect our ability to capitalize on new business opportunities, which in turn
may have a material adverse impact on our financial condition and results of operations.

Failure to adequately and promptly respond to changes in requirements and expectations for portfolios could cause our programs, services and

products to be less attractive to students.

Requirements and expectations for portfolios for overseas art program applications vary by school and program. Some schools have strict criteria
while others are open and flexible, and such requirements and expectations, whether on substance or format, change continuously. In response to such
changes in requirements and expectations for portfolios, we need to adapt our training programs and materials to new requirements and expectations from
time to time. Any inability to track and respond to these changes in a timely and cost-effective manner would make our programs, services and products
less attractive to students, which may materially and adversely affect our reputation and ability to continue to attract students without a significant decrease
in course fees.

Failure to effectively improve our margins may adversely affect our business and operating results.

Many  factors  may  affect  our  gross  and  net  margins.  For  example,  in  the  portfolio  training  industry,  offline  one-on-one  classes  and  small-sized
classes are the most prevalent types of class format. Currently, the vast majority of our portfolio training courses are delivered through offline one-on-one
classes, while only a small amount of our portfolio training courses is delivered through small-sized classes, generally with three to five students in each
class or through online platform. Although our offline one-on-one classes are profitable, they are marginally less profitable on average than small-sized
classes and online classes. Currently, we are concentrating on developing and expanding our small-sized class model and online–merge–offline model and
reducing the cost of our offline one-on-one classes. If we fail to do so, we may not be able to effectively improve our margins, which may adversely affect
our business and operating results.

If we are not able to develop and expand our online course services and adapt them to rapid technological changes and student needs, we may

lose market share and our business could be adversely affected.

Although offline courses are still important and prevalent in the portfolio training industry, the market need for online courses is growing rapidly
because  online  courses  enable  students  to  take  classes  from  highly  skilled  teachers  who  live  in  other  cities  and  are  easier  to  hold  and  take  amid  the
COVID-19  pandemic.  Ongoing  development  and  expansion  of  our  online  courses  and  related  technology  may  entail  significant  expense  and  technical
risks.  We  may  fail  to  use  new  technologies  effectively  or  adapt  our  online  courses  and  related  technology  on  a  timely  and  cost-effective  basis.  If  the
development and expansion of our online courses and the related technology are delayed,  result  in  system  interruptions  or  are  not  aligned  with  market
expectations or preferences, we may lose market share and our business could be adversely affected.

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Any deterioration in our relationships with overseas schools and institutions may adversely affect our business.

We  have  business  collaborations  with  various  overseas  schools  and  institutions  to  provide  education  resources  for  our  creative  arts  related
international  educational  programs.  We  derive  direct  benefits  from  these  relationships,  such  as  the  ability  to  provide  more  professional  and  effective
overseas study counselling services, deliver our portfolio training programs abroad in cooperation with local art training institutions, offer more diverse
programs and courses, such as our summer and winter camps for our research-based learning programs, and charge a premium for the services we offer
with  these  overseas  schools  and  institutions.  We  also  derive  indirect  benefits  from  these  relationships,  including  the  enhancement  of  our  brand  and
reputation and exposure to international education methods and experiences.

If  our  relationships  with  any  of  these  overseas  schools  and  institutions  deteriorate  or  are  otherwise  damaged  or  terminated,  or  if  the  benefits  we
derive  from  these  relationships  diminishes,  whether  as  a  result  of  our  own  actions,  actions  of  our  partners,  actions  of  any  third  party,  including  our
competitors, or of regulatory authorities or other entities beyond our control, our business, prospects, financial condition and results of operations could be
adversely affected.

Terrorist  attacks,  geopolitical  uncertainty,  pandemics,  economic  slowdown  and  international  conflicts  involving  the  United  States,  the  United
Kingdom and elsewhere may discourage more students from studying in the United States, the United Kingdom and elsewhere outside of China, which
could cause declines in the student enrollment for our courses.

Terrorist  attacks,  geopolitical  uncertainty,  pandemics,  economic  slowdown  and  international  conflicts  involving  the  United  States,  the  United
Kingdom and elsewhere, such as the attacks on September 11, 2001, the Boston marathon bombings on April 15, 2013, the referendum on Brexit in June
2016, the global coronavirus outbreak, and the outbreak of hostilities in Europe, could have an adverse effect on our portfolio training services, research-
based  learning  services,  overseas  study  counselling  services  and  other  educational  services.  Such  events  may  discourage  students  from  studying  in  the
United  States,  the  United  Kingdom  and  elsewhere  outside  of  China  and  may  also  make  it  more  difficult  for  Chinese  students  to  obtain  visas  to  study
abroad. These factors could cause declines in the student enrollment for our portfolio training services, research-based learning services, overseas study
counselling services and other educational services and could have an adverse effect on our overall business and results of operations.

Failure  to  control  rental  costs,  obtain  leases  at  desired  locations  at  reasonable  prices  or  protect  our  leasehold  interests  could  materially  and

adversely affect our business.

Our  offices  and  training  centers  are  mainly  located  on  leased  premises.  The  lease  terms  generally  range  from  one  to  five  years  and  the  lease
agreements are renewable upon mutual consent at the end of the applicable lease period. We may not be able to obtain new leases at desirable locations or
renew our existing leases on acceptable terms or at all, which could adversely affect our business. We may have to relocate our operations for various
other reasons, including increasing rents, failure to pass fire inspection or to comply with the relevant fire safety regulations in certain locations and the
early termination of lease agreements. Our lease agreements are governed by applicable PRC laws and regulations and may be subject to fines ranging
from RMB 1,000 to RMB 10,000 for each lease agreement that has not been registered. However, failure to complete such registration would not affect the
enforceability of a lease agreement, in practice.

If any of our use of a leased premise is challenged by the relevant government authorities for the lack of a fire inspection, we may be subject to
fines, rectifications and we may need to relocate the affected training centers. We will incur additional expenses relating to such relocation. If we fail to
find a suitable replacement site in a timely manner or on terms acceptable to us, our business and results of operations could be materially and adversely
affected.

We  may  face  challenges  and  risks  in  connection  with  our  strategic  investments  and  acquisitions  as  well  as  forming  joint  ventures,  including
producing the intended benefits or synergies, identifying suitable opportunities and integrating acquired or new businesses and assets with our existing
operations, which could interrupt our business operations or adversely affect our results of operations.

As part of our business strategy, we previously made strategic investments and acquisitions in complementary businesses. For example, we have
made some equity investments in the past and most of them have been fully impaired. We cannot assure you that any particular acquisition or investment
will produce the intended benefits or synergies. In 2020, we recognized an impairment loss of RMB 1.6 million to reduce our investment in ApplySquare
Education & Technology Co., Ltd., or ApplySquare, to zero as of December 31, 2020 due to severe shortage of working capital and negative development
of its business. In the third quarter of 2021, ACG made a qualitative assessment and determined that Beijing Xiaozhi Education & Technology Co., Ltd.,
or  Xiaozhi,  failed  to  meet  the  expected  milestones  and  operation  forecasts  and  encountered  a  shortage  of  working  capital  resulted  from  continuous
negative  operating  cash  flows,  which  indicates  that  impairment  exists.  The  Company  recognized  an  impairment  loss  of  RMB6.0  million  to  reduce  the
investment to zero.

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Currently,  we  are  still  exploring  potential  merger  and  acquisition  targets  in  the  international  education  sector.  In  addition,  we  may  also  seek  to
broaden  our  service  offerings  in  other  business  sectors,  obtain  additional  students  and  strengthen  our  service  quality  by  acquiring  other  companies  or
businesses or making strategic investments. However, our ability to implement our acquisition or investment strategies will depend on a number of factors,
including the availability of suitable acquisition candidates at an acceptable cost or at all, our ability to compete effectively to attract and reach agreements
with  acquisition  or  investment  candidates  or  joint  venture  partners  on  commercially  reasonable  terms,  and  the  availability  of  financing  to  complete
acquisitions or investment or joint ventures as well as our ability to obtain any required government approvals or licenses. As such, the identification of
suitable  acquisition  or  investment  targets  or  joint  venture  candidates  and  the  consummation  of  proposed  acquisition,  investment  or  joint  venture
transactions could be difficult, time consuming and costly, and we may not be able to successfully capitalize on identified opportunities. In addition, we
may not be successful in integrating acquisitions with our existing operations and personnel. Moreover, the acquisitions or investments we pursue may
require us to expend significant management and other resources, which may result in interruptions to our business operations.

There are other risks associated with acquisitions, including:

•

•

•

•

•

•

•

  unforeseen or hidden liabilities, including exposure to legal proceedings, associated with acquired companies;

  failure to generate sufficient revenues to offset the costs and expenses of acquisitions;

  integration of the management of the acquired business into our own;

  potential  impairment  losses  or  amortization  expenses  relating  to  goodwill  and  intangible  assets  arising  from  any  such  acquisitions,  which

may materially reduce our net income or result in a net loss;

  potential conflicts with our existing employees as a result of our integration of newly acquired companies;

  possible contravention of Chinese regulations applicable to such acquisitions; and

  possible disputes associated with terminated and failed acquisitions.

Furthermore, raising equity capital to finance acquisitions or investments could cause earnings or ownership dilution to your shareholding interests,
which in turn could result in losses to you. Any one or a combination of the above risks could interrupt our business operations and adversely affect our
results of operations.

Because  we  do  not  have  any  business  liability,  disruption  or  litigation  insurance  coverage  for  our  operations  in  China  and  have  limited
insurance  coverage  with  respect  to  our  research-based  learning  services,  any  business  disruption  or  litigation  we  experience  might  result  in  our
incurring substantial costs and diverting significant resources to handle such disruption or litigation.

The  insurance  industry  in  China  is  not  fully  developed.  Insurance  companies  in  China  offer  limited  business  insurance  products.  While  business
disruption insurance may be available to a limited extent in China, we have determined that the risks of disruption and the difficulties and costs associated
with  acquiring  such  insurance  render  it  commercially  impractical  for  us  to  have  such  insurance. As  a  result,  we  do  not  have  any  business  liability,
disruption or litigation insurance coverage for our operations in China. Any business disruption or litigation might result in our incurring substantial costs
and the diversion of resources.

We  could  be  held  liable  for  accidents  that  occur  at  indoor  or  outdoor  facilities  where  we  organize  our  research-based  learning  programs  and
temporary  housing  facilities  that  we  lease  for  our  students  from  time  to  time.  In  the  event  of  on-site  food  poisoning,  personal  injuries,  fires  or  other
accidents suffered by students or other people, we could face claims alleging that we were negligent, provided inadequate supervision or were otherwise
liable for any injuries. We are exposed to various risks associated with our research-based learning business and operations, and we have limited insurance
coverage. Any successful liability claims against us due to injuries suffered by our students or other people during our research-based learning programs
could adversely affect our reputation and our financial results. Even if unsuccessful, such claims could cause unfavorable publicity, require substantial cost
to defend and divert the time and attention of our management.

We may face increasing competition from our competitors. If we fail to successfully compete, our revenues and market share may decrease, and

our results of operations may be adversely affected.

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As our services and products continue to develop, we will face increasing competition, including competition from both established brands and new
entrants, who will try to gain market share from us. For our portfolio training services business, we compete with our competitors primarily on the basis of
branding  and  customer  acquisition,  educational  quality,  faculty,  training  center  environment,  product  breadth  and  pricing,  among  which,  branding  and
customer acquisition is regarded as the most important factor, while pricing is the least. Our competitors may establish brands that have wider recognition
than us, develop marketing and sale methods that are more effective than ours, introduce new products and services that have better performance and gain
broader acceptance than our products and services, hire and retain more qualified teachers, or offer more satisfactory training center environments or lower
prices  to  students. As  a  result,  we  may  lose  our  market  share  due  to  increasing  competition,  which  may  negatively  affect  our  revenues  and  results  of
operations.

Our  business  is  subject  to  fluctuations  caused  by  seasonality  or  other  factors  beyond  our  control,  which  may  cause  our  operating  results  to

fluctuate from quarter to quarter. This may result in volatility in and adversely affect the price of our ADSs.

We have experienced and expect to continue to experience slight seasonal fluctuations in our revenues and results of operations, with the quarter
ending  March  31  typically  having  relatively  lower  revenues  compared  with  the  other  quarters.  This  is  primarily  because  fewer  students  take  classes  in
January and February due to spring festival holidays in China as well as because some students have completed their application for overseas art programs
in December of the previous year. We expect quarterly fluctuations in our revenues and results of operations to continue. These fluctuations could result in
volatility in and adversely affect the price of our ADSs.

We depend on our senior management team and other key personnel and our business may be severely disrupted if we lose their services and are

unable to replace them.

Our future success is dependent upon the continued services of our senior management team and other key personnel, as we rely on their industry
experience and expertise in our business operations. In particular, we rely heavily on Mr. Xiaofeng Ma, our Chairman and Chief Executive Officer, and
Mr.  Jun  Zhang,  our  President,  for  their  business  vision,  management  skills,  technical  expertise,  experience  in  the  education  industry  and  working
relationships with many of our business partners, shareholders and other participants in the education industry. If one or more of our senior management
team members or other key personnel, and in particular, Mr. Xiaofeng Ma or Mr. Jun Zhang, are unable or unwilling to continue in their present positions,
we may not be able to replace them easily, and our business may be disrupted. In addition, if any member of our senior management team or any of our
other key personnel joins a competitor of ours or forms a competing company, we may lose teachers, students, key professionals and staff members. Each
of our senior management team members and key employees is subject to the duty of confidentiality and non-competition restrictions. However, if any
disputes  arise  between  any  of  our  senior  management  team  members  or  key  personnel  and  us,  it  may  be  difficult  to  successfully  pursue  legal  actions
against these individuals because of the uncertainties of the PRC legal system.

Unauthorized  use  of  our  intellectual  property  by  third  parties,  including  infringement  of  our  “ACG”  brand,  and  the  expenses  incurred  in

protecting our intellectual property rights, may adversely affect our business.

Our  copyrights,  trademarks,  trade  secrets,  patents  and  other  intellectual  property  are  important  to  our  success.  Unauthorized  use  of  any  of  our
intellectual  property  may  adversely  affect  our  business  and  reputation.  We  rely  on  trademark,  patent,  and  copyright  law,  trade  secret  protection  and
confidentiality agreements with our employees, students, business partners and others to protect our intellectual property rights. Nevertheless, it may be
possible for third parties to obtain and use our intellectual property without authorization. The unauthorized use of intellectual property is common and
widespread in China and enforcement of intellectual property rights by Chinese regulatory agencies is inconsistent. Moreover, litigation may be necessary
in the future to enforce our intellectual property rights. Future litigation could result in substantial costs and diversion of our management’s attention and
resources, and could disrupt our business, as well as have a material adverse effect on our financial condition and results of operations. Given the relative
unpredictability of the PRC legal system and potential difficulties in enforcing a court judgment in mainland China, there is no guarantee that we would be
able to halt the unauthorized use of our intellectual property through litigation.

We  may  be  subject  to  intellectual  property  infringement  claims,  which  may  force  us  to  incur  substantial  legal  expenses  and,  if  determined

adversely against us, may materially disrupt our business.

We  cannot  assure  you  that  our  business  operations,  in  particular,  our  trademarks,  software,  know-how  and  other  technologies  do  not  or  will  not
infringe upon trademarks, valid copyrights, patents or other intellectual property rights held by third parties. We may become subject to legal proceedings
and claims from time to time relating to the intellectual property of others in the ordinary course of our business. If we were found to have violated the
intellectual property rights of others, we may be enjoined from using such intellectual property, and we may incur licensing fees or be forced to develop
alternatives. In addition, we may incur substantial expenses, and may be forced to divert management and other resources from our business operations, to
defend  against  these  third-party  infringement  claims,  regardless  of  their  merits.  Successful  infringement  or  licensing  claims  against  us  may  result  in
substantial monetary liabilities or may materially disrupt the conduct of our business by restricting or prohibiting our use of the intellectual property in
question.

We may need additional capital and any failure by us to raise additional capital on terms favorable to us, or at all, could limit our ability to grow

our business and develop or enhance our product and service offerings to respond to market demands or competitive challenges.

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Capital  requirements  are  difficult  to  plan  in  the  rapidly  changing  industries  in  which  we  operate.  We  believe  that  our  current  cash  and  expected
future  cash  flows  from  operations  will  be  sufficient  to  meet  our  anticipated  working  capital  and  capital  expenditures  for  the  next  12  months  and  the
foreseeable  future  beyond  that  point.  We  may,  however,  require  additional  cash  resources  due  to  changing  business  conditions  or  other  future
developments,  including  any  investments  or  acquisitions  we  may  decide  to  pursue.  If  our  sources  of  liquidity  are  insufficient  to  satisfy  our  cash
requirements,  we  may  seek  to  sell  additional  equity  or  debt  securities  or  obtain  a  credit  facility.  The  sale  of  additional  equity  securities  could  result  in
dilution to our shareholders. The incurrence of indebtedness would result in increased debt service obligations and could require us to agree to operating
and  financing  covenants  that  would  restrict  our  operations.  Our  ability  to  obtain  additional  capital  on  acceptable  terms  is  subject  to  a  variety  of
uncertainties, including:

•

•

•

•

•

•

  investors’ perception of, and demand for, securities of international education companies;

  regulatory requirements or restrictions related to and the conditions of the U.S., PRC and other capital markets in which we may seek to raise

funds;

  our future results of operations and financial condition;

  Chinese government regulation of foreign investment in mainland China;

  economic, political and other conditions in mainland China; and

  Chinese government policies relating to the borrowing and remittance of foreign currency outside mainland China.

We cannot assure you that financing will be available in amounts or on terms acceptable to us, if at all. Any failure by us to raise additional funds on
terms favorable to us, or at all, could limit our ability to grow our business and develop or enhance our product and service offerings to respond to market
demand or competitive challenges.

Increases in labor costs in China may adversely affect our business and our profitability.

The economy of China has been experiencing significant growth, leading to inflation and increased labor costs. According to the National Bureau of
Statistics of China, the changes in China’s consumer price index was 2.5%, 0.9% and 2.0% in the years 2020, 2021 and 2022. China’s overall economy
and the average wage in China are expected to continue to grow. As a result, the average wage level for our employees and part-time teachers has also
increased in recent years. Future increases in China’s inflation and material increases in the cost of labor may diminish our competitive advantage and,
unless we are able to pass on these increased labor costs to our students by increasing prices for our services, our profitability and results of operations
could be materially and adversely affected. The outbreak of COVID-19 may have a material adverse impact on the general economic outlook, economic
growth and business sentiment (see “Item 3.D. Risk Factors — Risks Relating to Doing Business in the People’s Republic of China — The outbreak of
COVID-19  and  any  future  outbreak  of  severe  acute  respiratory  syndrome,  avian  flu  or  coronavirus  in  China,  or  similar  adverse  public  health
developments, may disrupt our business and operations and adversely affect our financial results.”), and may in turn influence the labor cost.

We may be unable to maintain an effective system of internal control over financial reporting, and as a result, we may be unable to accurately

report our financial results or prevent fraud.

We  are  subject  to  provisions  of  the  Sarbanes-Oxley Act  of  2002.  Section  404  of  the  Sarbanes-Oxley Act  requires  that  we  include  a  report  from
management  on  the  effectiveness  of  our  internal  control  over  financial  reporting  in  our  annual  reports  on  Form  20-F.  In  the  course  of  preparing  our
consolidated financial statements for the fiscal year ended December 31, 2022, we identified a material weakness in our internal control over financial
reporting  as  of  December  31,  2022.  In  accordance  with  reporting  requirements  set  forth  by  the  SEC,  a  “material  weakness”  is  a  deficiency,  or  a
combination of deficiencies, in internal control, such that there is a reasonable possibility that a material misstatement of the company’s annual or interim
financial  statements  will  not  be  prevented  or  detected  on  a  timely  basis.  We  did  not  design  and  maintain  effective  controls  over  certain  information
technology (“IT”) general controls for the information system, during the trial period of the system, that are relevant to the preparation of our financial
statements. Specifically, we did not design and maintain (i) program change management controls to ensure that IT program and data changes affecting
certain IT applications are identified, tested, authorized and implemented appropriately, and (ii) testing and approval controls for program development to
ensure  that  new  software  development  is  aligned  with  business  and  IT  requirement.  As  a  result,  process  level  controls  that  are  dependent  on  the
completeness and accuracy of information derived from the affected IT system were ineffective because they could have been adversely impacted. The
material weakness described above did not result in actual misstatements and there were no impacts on the consolidated financial statements as of and for
the  year  ended  December  31,  2022.  We  have  reinforced  the  oversight  and  review  procedure  over  the  information.  We  will  continue  to  implement  the
necessary  procedures  and  policies  to  improve  our  internal  controls  over  financial  reporting  and  remediate  any  potential  material  weaknesses  and
significant deficiencies. However, we can give no assurance that the implementation of these measures will be sufficient to eliminate material weakness in
our internal control over financial reporting in the future.

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If we fail to maintain effective internal control over financial reporting in our existing or newly acquired businesses, our management may not be
able to conclude that we have effective internal control over financial reporting at a reasonable assurance level. Our failure to maintain effective internal
control  over  financial  reporting  could  result  in  a  loss  of  investor  confidence  in  the  reliability  of  our  reporting  processes,  which  could  materially  and
adversely affect the trading price of our ADSs.

Our reporting obligations as a public company will continue to place a significant strain on our management, operational and financial resources and
systems for the foreseeable future. Our failure to maintain effective internal control over financial reporting could result in the loss of investor confidence
in the reliability of our financial reporting processes, which in turn could harm our business and negatively impact the trading price of our ADSs.

Disruption  to  or  failures  of  our  or  our  third  party  IT  service  providers’  IT  infrastructure  and  any  failure  to  maintain  the  satisfactory
performance,  cyber-security  incidents,  including  data  security  breaches  or  viruses,  could  materially  and  adversely  affect  the  business,  reputation,
financial condition and results of operations of us.

The proper functioning and reliability of our and our third party IT service providers’ IT infrastructure is critical to our operations and reputation.
We mainly rely on “Software-as-a-Service” products provided by third party IT service providers to conduct daily operations and management. In addition,
due to the outbreak of the COVID-19, some of our services have been shifted to online channel and we provide our services to students through online
platforms provided by third party IT service providers. Accordingly, any errors, defects, disruptions or other performance problems with our and the third
party IT service providers’ IT infrastructure could damage our reputation, decrease user satisfaction, adversely impact our ability to attract new customers,
and materially disrupt our operations. Our and our third party IT service providers’ systems are vulnerable to damage or interruption as a result of fires,
floods, earthquakes, power losses, telecommunication failures, undetected errors in software, computer viruses, hacking and other attempts to harm these
systems.  In  addition,  we  cannot  assure  you  that  we  and  our  third  party  IT  service  providers  will  be  able  to  timely  scale  up  and  adjust  the  existing
technology and infrastructure to respond to system interruptions.

Maintaining IT infrastructure security and cybersecurity is of critical importance to our customers because the IT infrastructure stores and transmits
certain proprietary and confidential information, which may include sensitive personally identifiable information that may be subject to stringent legal and
regulatory obligations. If our security measures are breached or failed as a result of third-party action, employee error, malfeasance or otherwise, we could
be  subject  to  liability  or  our  business  could  be  interrupted,  potentially  over  an  extended  period  of  time.  Any  or  all  of  these  issues  could  harm  our
reputation, adversely affect our ability to attract prospective customers.

We  may  be  classified  as  a  passive  foreign  investment  company,  which  could  result  in  adverse  U.S.  federal  income  tax  consequences  to  U.S.

holders of our ADSs or common shares.

We  believe  that  we  were  not  a  passive  foreign  investment  company,  or  PFIC,  for  U.S.  federal  income  tax  purposes  for  the  taxable  year  ended
December 31, 2022. PFIC status is tested each year and depends on the composition of our assets and income and the value of our assets from time to
time. Since we currently hold, and expect to continue to hold, a substantial amount of cash and other passive assets and, since the value of our assets is to
be determined in large part by reference to the market prices of our ADSs and common shares, which is likely to fluctuate over time, there can be no
assurance that we will not be a PFIC for any future taxable year.

We note that the portion of our assets that consisted of cash and other passive assets was more significant during the period between our sale of
ATA Online Business in 2018, and our acquisition of the 100% equity interest in Huanqiuyimeng in 2019, than before or after this period, although we
believe this did not result in our becoming a PFIC for either the taxable year ended December 31, 2018 or the taxable year ended December 31, 2019.
There is a change of business exception to PFIC status that, in general terms, applies if a foreign corporation otherwise would be a PFIC for a year because
it has disposed of one or more active businesses, so long as the foreign corporation is not a PFIC during the two succeeding years, and that might apply to
us if we were found to have been a PFIC for either (but not both) of the taxable years ended December 31, 2018 and December 31, 2019. There is limited
guidance as to the application of this exception, including regulations that were promulgated in July 2019 and became effective in January 2021, and it is
unclear  whether  this  exception  would  apply  to  us,  if  it  were  determined,  absent  this  exception,  that  we  were  a  PFIC  for  either  the  taxable  year  ended
December 31, 2018 or the taxable year ended December 31, 2019.

If we are deemed an “investment company” under the Investment Company Act of 1940, it would adversely affect the price of our ADSs and

ordinary shares and could have a material adverse effect on our business.

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As part of our business strategy, we previously made strategic investments in complementary businesses and are still exploring potential investment
targets  in  order  to  expand  our  service  offerings  into  new  markets.  See  “—  Risks  Relating  to  Our  Business  —  We  may  face  challenges  and  risks  in
connection  with  our  strategic  investments  and  acquisitions  as  well  as  forming  joint  ventures,  including  producing  the  intended  benefits  or  synergies,
identifying suitable opportunities and integrating acquired or new businesses and assets with our existing operations, which could interrupt our business
operations  or  adversely  affect  our  results  of  operations.”  These  investments  may  be  deemed  to  be  “investment  securities”  within  the  meaning  of  the
Investment Company Act of 1940, as amended (the “Investment Company Act”). We may be deemed to be an “investment company” as defined under the
Investment  Company Act  based  on  the  value  of  the  investment  securities  we  hold  in  relation  to  our  total  assets  and  on  other  factors  relevant  to  the
definition of “investment company” under the Investment Company Act.

As  an  issuer  not  organized  under  the  laws  of  the  United  States,  we  are  not  eligible  to  register  as  an  investment  company  under  the  Investment
Company Act without an order from the SEC permitting such registration. Because such registration orders are rarely obtained, if we are deemed to be an
“investment company” we would either have to obtain an exemption from the SEC, or rely on an existing exemption, waiving registration and compliance
generally from the Investment Company Act. Alternatively, we would have to modify our contractual rights or dispose of certain investments in order to
fall outside the definition of an investment company in the first instance. On an ongoing basis, we may be required to forego potential future acquisitions
of interests in certain companies if those interests were deemed to be “investment securities” and such acquisition or acquisitions would cause us to come
within the definition of “investment company.” Failure to avoid being deemed an investment company under the Investment Company Act coupled with
our inability as a foreign private issuer to register under the Investment Company Act could make us unable to comply with our reporting obligations as a
public company in the United States and lead to our being delisted from Nasdaq, which would have a material adverse effect on the liquidity and value of
our ADSs and common shares. We would also be unable to raise capital through the sale of securities in the United States or to conduct business in the
United  States.  In  addition,  we  may  be  subject  to  SEC  enforcement  actions  or  civil  litigation  for  alleged  violations  of  U.S.  securities  laws.  Defending
ourselves against any such enforcement action or lawsuits would require significant attention from our management and divert resources from our existing
businesses and could have a material adverse effect on our results of operations and financial condition.

Refunds or potential refund disputes of our course fees may negatively affect our business, financial condition and results of operations.

Students make prepayments of course or service fees to us for most of our program offerings, for which they may request refunds later. Our refund
policy varies for different programs and is generally based on a number of factors, including the total length of the course or service to provide, progress of
the course or service when the refund request is made, among other things. Although we have not experienced any significant refund requests for prepaid
course or service fees in the past, if an increasing number of students request refunds, our cash flows, revenues and results of operations may be materially
and adversely affected. A high volume of refunds and refund disputes may also generate negative publicity that could harm our reputation.

Risks Relating to Regulations of Our Business

The approval, filing or other requirements of the CSRC or other PRC government authorities may be required under PRC law in connection

with our issuance of securities overseas.

On  August  8,  2006,  six  PRC  regulatory  agencies,  including  the  CSRC,  promulgated  the  Provisions  Regarding  Mergers  and  Acquisitions  of
Domestic Companies by Foreign Investors, or the M&A Rule, which became effective on September 8, 2006 and was revised on June 22, 2009. The M&A
Rule, among other things, requires that an offshore company controlled by PRC companies or individuals that has acquired a PRC domestic company for
the purpose of listing the PRC domestic company’s equity interest on an overseas stock exchange must obtain the approval of the CSRC prior to the listing
and  trading  of  such  offshore  company’s  securities  on  an  overseas  stock  exchange.  On  September  21,  2006,  the  CSRC,  pursuant  to  the  M&A  Rule,
published  on  its  official  website  procedures  specifying  documents  and  materials  required  to  be  submitted  to  it  by  offshore  companies  seeking  CSRC
approval of their overseas listings.

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Our PRC counsel, Jincheng Tongda & Neal Law Firm, advised us that CSRC approval was not required for our initial public offering in February
2008 because the CSRC approval required under the M&A Rule only applies to an offshore company that has acquired a domestic PRC company for the
purpose of listing the domestic PRC company’s equity interest on an overseas stock exchange, while (i) we obtained our equity interest in each of our PRC
subsidiaries by means of direct investment other than by acquisition of the equity or assets of a PRC domestic company in 2008, (ii) our former contractual
arrangements with ATA Online did not constitute the acquisition of ATA Online, (iii) the M&A Rule did not apply to the acquisition by ATA Learning,
which had been a wholly foreign owned enterprise since incorporation until it was reformed into a PRC domestic company in 2018, and (iv) although
Article 11 of the M&A Rule prohibits the circumvention of the M&A Rule through establishing foreign-invested enterprises, or FIEs, ATA Learning was
established  in  2003  before  the  M&A  Rule  was  promulgated,  which  makes  this  acquisition  not  a  circumvention  of  the  M&A  Rule.  However,  if  it  is
determined that CSRC approval was required, we may face regulatory actions or other sanctions from the CSRC or other PRC regulatory agencies. These
regulatory agencies may impose fines and penalties on our operations in China, limit our operating privileges in China, or take other actions that could
have a material adverse effect on our business, financial condition, and results of operations, reputation and prospects, as well as the trading price of our
ADSs.

On July 6, 2021, the General Office of the Central Committee of the Communist Party of China and the General Office of the State Council jointly
issued the Crackdown Opinions. The Crackdown Opinions emphasized the need to strengthen the administration over illegal securities activities and the
supervision  on  overseas  listings  by  China-based  companies.  The  Crackdown  Opinions  proposed  to  take  effective  measures,  such  as  promoting  the
construction  of  relevant  regulatory  systems  to  deal  with  the  risks  and  incidents  facing  China-based  overseas-listed  companies  and  the  demand  for
cybersecurity and data privacy protection. As of the date of this annual report, we believe the permission and approval of the CSRC is not required for the
Company, its subsidiaries and the VIE in connection with our listing on Nasdaq, but as the Crackdown Opinions were recently issued, official guidance
and interpretation of the opinions remain unclear in several respects at this time, we cannot assure you that the Company, its subsidiaries and the VIE will
remain fully compliant with all new regulatory requirements of the Crackdown Opinions or any future implementation rules on a timely basis, or at all. If
the Company, its subsidiaries and the VIE are unable to obtain such permission or approval if required in the future, our securities may be delisted from
Nasdaq and/or the value of our ADSs may significantly decline or become worthless.

On  February  17,  2023,  the  CSRC  issued  the  Overseas  Offering  and  Listing  Measures,  which  provides  principles  and  guidelines  for  direct  and
indirect issuance of securities overseas by a Chinese domestic company. Under the Overseas Offering and Listing Measures, the substance rather than the
form of issuance will govern when determining whether an issuance constitutes “indirect issuance of securities overseas by a Chinese domestic company”,
and an issuance meeting the following two conditions simultaneously will be deemed as an “indirect issuance of securities overseas by a Chinese domestic
company”: (i) the income, total profits, total assets or net assets of the domestic company in the latest financial year accounts for more than 50% of the
total financials of the issuer in such year on a consolidated basis, and (ii) the principal business is conducted or the principal business place is within the
territory of mainland China, or the majority of senior management in charge of business operation are Chinese citizens or have habitual residence within
the territory of mainland China. In the event any listing or issuance of securities has fallen under this definition, the issuer shall assign one of its related
major Chinese domestic operating entities to make filings with the CSRC within three business days after its initial public offering or any offerings after
the initial public offering. As the Company is a Cayman Islands holding company with nearly all of business operations conducted within the territory of
mainland  China,  we  understand  the  Company’s  listing  and  issuance  of  securities  on  Nasdaq  constitutes  indirect  issuance  of  securities  overseas  by  a
Chinese domestic company under the Overseas Offering and Listing Measures. However, according to the Overseas Offering and Listing Notice, an issuer
who has completed overseas issuance and listing before March 31, 2023 like us is not required to file with the CSRC for the offering or listing that is
already  completed  but  is  required  to  make  filings  with  the  CSRC  for  its  follow-on  financing  activities  involving  overseas  offering  or  listing  after  the
effective date of the Overseas Offering and Listing Measures. As such, we and the VIE are not required to make filings with CSRC under the Overseas
Offering and Listing Measures unless we conduct new overseas offerings of securities in the future. As the Overseas Offering and Listing Measures is
recently  issued  and  the  interpretations  and  implementation  of  such  regulation  still  involve  uncertainties,  we  cannot  assure  you  that  the  Company,  its
subsidiaries and the VIE can complete the filings with the CSRC if the Company intends to conduct new overseas offerings of securities after March 31,
2023.  In  addition,  since  regulatory  regime  of  the  PRC  for  securities  activities  continues  to  rapidly  evolve,  we  cannot  assure  you  that  we  will  not  be
required in the future to make filings with or obtain approvals from the CSRC or potentially other regulatory authorities in order to maintain the listing
status of our ADSs on Nasdaq due to changes or passing of applicable laws, regulations, or interpretations in the future. In the event that it is determined
that the Company, its subsidiaries and the VIE are required to make filings with or obtain approval from the CSRC or any other regulatory authority but
fail to make such filings or obtain such approvals timely or at all, the PRC subsidiaries of the Company or the VIE may be subject to non-compliance
rectification order, warning letters or fines, which could materially and adversely affect our business, financial condition, and results of operations, and/or
the value of our ADSs, or could significantly limit or completely hinder our ability to offer or continue to offer securities to investors and cause the value
of such securities to significantly decline or be worthless.

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On  December  28,  2021,  the  CAC  published  the  Cybersecurity  Review  Measures,  pursuant  to  which,  among  others,  (i)  critical  information
infrastructure operators purchasing network products and services that affect or may affect national security, (ii) internet platform operators engaging in
data processing activities that affect or may affect national security, and (iii) any internet platform operator possessing personal information of more than
one million users and applying for listing on a foreign exchange, shall be subject to the cybersecurity review by the CAC. We believe the Company, its
subsidiaries and the VIE would not be subject to the cybersecurity review by the CAC, given that the Company, its subsidiaries and the VIE do not possess
a large amount of personal information in our business operations, and data processed in our business does not have a bearing on national security and thus
may not be classified as core or important data by the authorities. However, there remains uncertainty as to how the Cybersecurity Review Measures will
be  interpreted  or  implemented  and  whether  the  PRC  regulatory  agencies,  including  the  CAC,  may  adopt  new  laws,  regulations,  rules,  or  detailed
implementation and interpretation related to the Cybersecurity Review Measures. If the relevant laws, regulations or interpretations change in the future
and the Company, its subsidiaries and the VIE are subject to mandatory cybersecurity review and other specific actions required by the CAC, we will face
uncertainty as to whether any clearance or other required actions can be timely completed, or at all. If not, the Company, its subsidiaries and the VIE may
be required to suspend relevant business, shut down relevant website, or face other penalties, which could materially and adversely affect our business,
financial  condition,  and  results  of  operations,  and/or  the  value  of  our ADSs,  or  could  significantly  limit  or  completely  hinder  our  ability  to  offer  or
continue to offer securities to investors and cause the value of such securities to significantly decline or be worthless. As of the date of this annual report,
the Company, its subsidiaries and the VIE have not received any notice from regulatory authorities requiring us to go through the cybersecurity review by
the CAC.

On  February  24,  2023,  the  CSRC  and  other  PRC  governmental  authorities  issued  the  Confidentiality  Provisions,  which  came  into  effect  on
March 31, 2023. Pursuant to the Confidentiality Provisions, both “direct issuance of securities overseas by a Chinese domestic company” and “indirect
issuance of securities overseas by a Chinese domestic company” (i.e., issuance of securities by relevant overseas holding company) shall be subject to the
Confidentiality  Provisions.  Domestic  enterprises  that  provide,  publicly  disclose  files  and  documents  that  contain  state  secrets  and  work  secrets  of  the
authorities to relevant securities companies, securities service agencies, foreign regulatory agencies and other institutions and individuals or do so through
its overseas listing entities, shall obtain the approval of the competent authorities, and file with the competent confidentiality administrative authorities. As
the Confidentiality Provisions were recently issued, their interpretation and implementation remain substantially uncertain. However, we tend to believe
the Company, its subsidiaries and the VIE would not be subject to clearance under the Confidentiality Provisions as the Company, its subsidiaries and the
VIE do not possess any document or file that involves state secrets or work secrets of the authorities. As of the date of this annual report, the Company, its
subsidiaries and the VIE have not received any notice from regulatory authorities requiring them to obtain the foregoing approval or complete any of the
foregoing procedures. However, if the relevant laws, regulations or interpretations change in the future and the Company, its subsidiaries and the VIE are
subject to such clearance, we will face uncertainty as to whether any required approval can be timely obtained and any actions can be timely completed, or
at all. If not, the Company, its subsidiaries and the VIE may be subject to investigation, fines and other penalties; and if any related behavior is suspected
as a crime, may be subject to criminal penalties, which could materially and adversely affect our business, financial condition, and results of operations,
and/or the value of our ADSs.

We  have  been  closely  monitoring  regulatory  developments  in  China  regarding  any  necessary  approvals  from  the  CSRC,  the  CAC  or  other  PRC
regulatory authorities required for overseas listings. As of the date of this annual report, we have not received any inquiries, notices, warnings, sanctions,
denials, or regulatory objections from the CSRC, CAC, nor any other PRC regulatory authority related to any approval requirement of overseas listings.

Because we may rely on dividends and other distributions on equity paid by our current and future PRC subsidiaries for our cash requirements,
restrictions  under  PRC  law  on  their  ability  to  make  such  payments  could  materially  and  adversely  affect  our  ability  to  grow,  make  investments  or
acquisitions that could benefit our business, pay dividends to you, and otherwise fund and conduct our businesses.

We adopt a holding company structure, and our holding companies rely on dividends and other distributions on equity paid by our current and future
PRC subsidiaries for their cash requirements, including the funds necessary to service any debt we may incur or financing we may need for operations
other than through our PRC subsidiaries. Chinese legal restrictions permit payments of dividends by our PRC subsidiaries only out of their accumulated
after-tax profits, if any, determined in accordance with PRC GAAP. Our PRC subsidiaries are also required under PRC laws and regulations to allocate at
least  10%  of  their  after-tax  profits  determined  in  accordance  with  PRC  GAAP  to  statutory  reserves  until  such  reserves  reach  50%  of  the  company’s
registered capital. Allocations to these statutory reserves and funds can only be used for specific purposes and are not transferable to us in the form of
loans, advances or cash dividends. As of December 31, 2022, our PRC subsidiaries have allocated RMB25.7 million ($3.7 million) to the general reserve
fund,  which  is  restricted  for  distribution  to  the  Company.  We  are  in  full  compliance  with  PRC  laws  and  regulations  relating  to  such  allocations. Any
limitations  on  the  ability  of  our  PRC  subsidiaries  to  transfer  funds  to  us  could  materially  and  adversely  limit  our  ability  to  grow,  make  investments  or
acquisitions that could be beneficial to our business, pay dividends and otherwise fund and conduct our business.

In addition, see “Item 3. Key Information — Restrictions on Foreign Exchange and Our Ability to Transfer Cash Between Entities, Across Borders,
and  to  U.S.  Investors,  and  Restrictions  and  Limitations  on  Our Ability  to  Distribute  Earnings  from  Our  Businesses”  for  more  detailed  analysis  on  the
restrictions on our ability to transfer cash between entities.

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Under  the  EIT  Law,  we  may  be  classified  as  a  “resident  enterprise”  of  China.  Such  classification  will  likely  result  in  unfavorable  tax

consequences to us and U.S. holders of our ADSs or common shares.

Under the EIT Law, an enterprise established outside of mainland China with its “de facto management body” in mainland China is considered a
“resident enterprise,” meaning that it can be treated the same as a Chinese enterprise for enterprise income tax purposes. In addition, a tax circular issued
by  the  SAT  on April  22,  2009  regarding  the  standards  used  to  classify  certain  Chinese  controlled  enterprises  established  outside  of  mainland  China  as
“resident enterprises,” or Circular 82, clarified that dividends and other income paid by such “resident enterprises” will be considered to be PRC source
income, subject to PRC withholding tax currently at a rate of 10%, when paid to non-PRC enterprise shareholders. Circular 82 also subjects such “resident
enterprises”  to  various  reporting  requirements  with  the  PRC  tax  authorities.  Under  the  Implementation  Rules  to  the  EIT  Law,  a  “de  facto  management
body” is defined as a body that exercises “substantial and overall management and control over the manufacturing and business operations, personnel, and
human resources, finances and properties of an enterprise.” In addition, Circular 82 details that certain Chinese-controlled enterprises will be classified as
“resident enterprises” if the following are located or resident in mainland China: senior management personnel and departments that are responsible for
daily  production,  operation  and  management;  financial  and  personnel  decision  making  bodies;  key  properties,  accounting  books,  company  seal,  and
minutes of board meetings and shareholders’ meetings; and half or more of the senior management or directors having voting rights.

Currently,  a  majority  of  the  members  of  our  management  team  as  well  as  the  management  team  of  some  of  our  offshore  holding  companies  are
located in mainland China. However, Circular 82 only applies to offshore enterprises controlled by PRC enterprises or PRC enterprise groups, not those
controlled by PRC individuals or foreign entities like us. In the absence of detailed implementing regulations or other guidance determining that offshore
companies controlled by PRC individuals or foreign entities like us are PRC resident enterprises, we do not currently consider our company or any of our
overseas subsidiaries to be a PRC resident enterprise.

However,  the  SAT  may  take  the  view  that  the  determining  criteria  set  forth  in  Circular  82  reflects  the  general  position  on  how  the  “de  facto
management  body”  test  should  be  applied  in  determining  the  tax  resident  status  of  all  offshore  enterprises,  or  additional  implementing  regulations  or
guidance may be issued determining that our Cayman Islands holding company is a “resident enterprise” for PRC enterprise income tax purposes. If the
PRC tax authorities determine that our Cayman Islands holding company is a “resident enterprise” for PRC enterprise income tax purposes, a number of
unfavorable PRC tax consequences could follow. First, we will be subject to enterprise income tax at a rate of 25% on our worldwide income as well as
PRC enterprise income tax reporting obligations. This would mean that income such as interest on offering proceeds and other non-PRC source income
would be subject to PRC enterprise income tax rate at 25%, in comparison to no taxation in the Cayman Islands. Second, although under the EIT Law and
its implementing rules, dividends paid to us by our PRC subsidiaries would qualify as “tax-exempt income,” we cannot guarantee that such dividends will
not be subject to a 10% withholding tax, as the PRC foreign exchange control authorities, which enforce the withholding tax, have not yet issued guidance
with respect to the processing of outbound remittances to entities that are treated as resident enterprises for PRC enterprise income tax purposes. Finally, a
10% withholding tax will be imposed on dividends we pay to our non-PRC enterprise shareholders, and future guidance may extend the withholding tax to
dividends we pay to our non-PRC individual shareholders and gains derived by our non-PRC shareholders from transferring our ADSs or common shares.
Similar results would follow if our BVI holding company is considered a PRC “resident enterprise.” In addition to the uncertainty in how the “resident
enterprise” classification could apply, it is also possible that the rules may change in the future, possibly with retroactive effect. We are closely monitoring
the development of this area of rules and are evaluating appropriate arrangements of our management activity to avoid being classified as a PRC “resident
enterprise.”

In addition, see “Item 3. Key Information — Restrictions on Foreign Exchange and Our Ability to Transfer Cash Between Entities, Across Borders,
and  to  U.S.  Investors,  and  Restrictions  and  Limitations  on  Our Ability  to  Distribute  Earnings  from  Our  Businesses”  for  more  detailed  analysis  on  the
restrictions on our ability to transfer cash across borders, and to U.S. investors.

PRC  regulations  of  loans  and  direct  investments  by  offshore  holding  companies  to  their  PRC  subsidiaries  and  consolidated  variable  interest

entity may restrict our ability to execute our business strategy.

In order to execute our business strategy, we must invest funds in our PRC subsidiaries and the VIE through loans or capital contributions. Under
applicable  PRC  laws,  any  loan  made  by  us  to  the  WFOE  and  Huanqiuyimeng,  each  an  FIE,  cannot  exceed  statutory  limits  and  all  such  loans  must  be
registered with SAFE, or its local counterpart. According to a notice issued by the People’s Bank of China regarding foreign debt on January 11, 2017 and
other PRC laws and regulations regarding foreign debt, the statutory limit for the total amount of foreign debt of a foreign-invested company, which is
subject to its own election, is either the difference between the amount of total investment and the amount of registered capital as approved by the Ministry
of Commerce or its local counterpart, or two times of their respective net assets. With respect to the VIE or other domestic PRC entities, the limit for the
total amount of foreign debt is twice of their respective net assets.

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We  may  also  decide  to  finance  the  WFOE  and  Huanqiuyimeng  by  increasing  their  registered  capital  through  capital  contributions. Any  capital
contributions to the WFOE and Huanqiuyimeng are subject to registration with the State Administration for Market Regulation (previously known as State
Administration for Industry and Commerce, or SAIC), or SAMR. SAFE promulgated the Circular of the State Administration of Foreign Exchange on
Reforming the Management Approach regarding the Settlement of Foreign Exchange Capital of Foreign-invested Enterprises, or SAFE Circular 19, on
March 30, 2015. According to SAFE Circular 19, an FIE will be able to convert foreign exchange in its capital account into RMB at any time. In order to
use  the  converted  RMB,  the  FIE  still  needs  to  provide  supporting  documents  and  go  through  the  review  process  with  the  banks.  In  June  2016,  SAFE
promulgated  the  Notice  of  the  State Administration  of  Foreign  Exchange  on  Reforming  and  Standardizing  the Administrative  Provisions  on  Capital
Account  Foreign  Exchange  Settlement,  or  SAFE  Circular  16,  which  removed  certain  restrictions  previously  provided  under  several  SAFE  circulars,
including the Notice of the General Affairs Department of the State Administration of Foreign Exchange on the Relevant Operating Issues concerning the
Improvement of the Administration of Payment and Settlement of Foreign Currency Capital of Foreign-invested Enterprises, in respect of conversion by
an FIE of foreign currency registered capital into RMB and the use of such RMB capital. However, SAFE Circular 19 and SAFE Circular 16 continue to
prohibit an FIE from, among other things, using RMB funds converted from its foreign exchange capital for expenditure beyond its business scope, and
providing loans to non-affiliated enterprises except as permitted in the business scope. On October 23, 2019, SAFE promulgated the Notice for Further
Advancing the Facilitation of Cross-border Trade and Investment, or SAFE Circular 28, which, among other things, allows all foreign-invested companies
to use RMB converted from foreign currency-denominated capital for equity investments in China, as long as the equity investment is genuine, does not
violate  applicable  laws,  and  complies  with  the  Special Administrative  Measures  for Access  of  Foreign  Investment  (Negative  List).  On April  10,  2020,
SAFE promulgated the Circular on Optimizing Administration of Foreign Exchange to Support the Development of Foreign-related Business, under which
eligible enterprises are allowed to make domestic payments by using their capital funds, foreign loans and the income under capital accounts of overseas
listing  without  providing  the  evidentiary  materials  concerning  the  authenticity  of  each  expenditure  in  advance,  provided  that  their  capital  use  shall  be
authentic and conforms to the prevailing administrative regulations on the use of income under capital accounts.

In light of the various requirements imposed by PRC regulations on loans to and direct investment in PRC entities by offshore holding companies,
we cannot assure you that we and the VIE will be able to obtain the necessary government approvals or complete the necessary government registrations
or other procedures on a timely basis, or at all, with respect to future loans by us to our PRC subsidiaries or the VIE or its subsidiaries or with respect to
future capital contributions by us to our PRC subsidiaries. A failure by us to obtain such approvals or complete such registrations may restrict our ability to
execute our business strategy, and materially and adversely affect our liquidity and our ability to fund and expand our business.

In addition, see “Item 3. Key Information — Restrictions on Foreign Exchange and Our Ability to Transfer Cash Between Entities, Across Borders,
and  to  U.S.  Investors,  and  Restrictions  and  Limitations  on  Our Ability  to  Distribute  Earnings  from  Our  Businesses”  for  more  detailed  analysis  on  the
restrictions on our ability to transfer cash between entities.

A  failure  by  our  shareholders  who  are  Chinese  citizens  or  residents  in  China  to  comply  with  regulations  issued  by  SAFE  could  restrict  our
ability  to  distribute  profits,  restrict  our  overseas  and  cross-border  investment  activities  or  subject  us  to  liabilities  under  PRC  laws,  which  could
adversely affect our business and prospects.

SAFE  promulgated  the  Circular  on  Relevant  Issues  Concerning  Foreign  Exchange  Control  on  Domestic  Residents’  Offshore  Investment  and
Financing and Roundtrip Investment through Special Purpose Vehicles, or SAFE Circular 37, on July 4, 2014. SAFE Circular 37 requires PRC residents to
register with local branches of SAFE in connection with their direct establishment or indirect control of an offshore entity, for the purpose of overseas
investment and financing, with such PRC residents’ legally owned assets or equity interests in domestic enterprises or offshore assets or interests, referred
to in SAFE Circular 37 as a “special purpose vehicle.” SAFE Circular 37 further requires amendment to the registration in the event of any significant
changes with respect to the special purpose vehicle, such as an increase or decrease of capital contributed by PRC individuals, a share transfer or exchange,
a merger, a division or other material event. In the event that a PRC shareholder holding interests in a special purpose vehicle fails to fulfill the required
SAFE registration, the PRC subsidiaries of that special purpose vehicle may be prohibited from making profit distributions to the offshore parent and from
carrying out subsequent cross-border foreign exchange activities, and the special purpose vehicle may be restricted in its ability to contribute additional
capital  into  its  PRC  subsidiary.  Moreover,  failure  to  comply  with  the  various  SAFE  registration  requirements  described  above  could  result  in  liability
under PRC law for evasion of foreign exchange controls.

Our significant shareholder, Mr. Xiaofeng Ma, has previously completed his registration with SAFE and is in the process of updating his registration,
and  we  have  urged  our  other  Chinese  resident  shareholders,  including  our  president  Mr.  Jun  Zhang,  to  register  under  SAFE  Circular  37  and  they  are
currently  in  the  application  process.  However,  we  cannot  assure  you  that  their  applications  will  be  accepted  by  SAFE.  Failure  by  such  shareholders  to
comply  with  SAFE  Circular  37  could  subject  us  to  fines  or  legal  sanctions,  restrict  our  overseas  or  cross-border  investment  activities,  limit  our
subsidiaries’ ability to make distributions or pay dividends or affect our ownership structure, which could adversely affect our business and prospects. See
“— Risks Relating to Regulations of Our Business — Because we may rely on dividends and other distributions on equity paid by our current and future
PRC subsidiaries for our cash requirements, restrictions under PRC law on their ability to make such payments could materially and adversely affect our
ability to grow, make investments or acquisitions that could benefit our business, pay dividends to you, and otherwise fund and conduct our businesses.”

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Furthermore,  as  there  is  uncertainty  concerning  the  reconciliation  of  these  SAFE  regulations  with  other  approval  requirements,  it  is  unclear  how
these  regulations,  and  any  future  regulation  concerning  offshore  or  cross-border  transactions,  will  be  interpreted,  amended  and  implemented  by  the
relevant government authorities. We cannot predict how these regulations will affect our business operations or future strategy. For example, we may be
subject  to  a  more  stringent  review  and  approval  process  with  respect  to  our  foreign  exchange  activities,  such  as  remittance  of  dividends  and  foreign
currency-denominated borrowings, which may adversely affect our financial condition and results of operations. In addition, if we decide to acquire a PRC
domestic company, we cannot assure you that we or the owners of such company, as the case may be, will be able to obtain the necessary approvals or
complete the necessary filings and registrations required by the foreign exchange regulations. This may restrict our ability to implement our acquisition
strategy and could adversely affect our business and prospects.

We may be subject to fines and legal sanctions imposed by SAFE or other Chinese government authorities if we or our Chinese employees fail to

comply with Chinese regulations relating to employee share options granted by offshore listed companies to Chinese citizens.

Under applicable PRC regulations, Chinese citizens who are granted share options by an offshore listed company are required, through a Chinese
agent, which can be a Chinese branch or representative of the offshore listed company, a Chinese institution which has a controlling relationship or actual
control over the offshore listed company or a Chinese institution qualified for asset custody business, to register with SAFE and complete certain other
procedures, including applications for foreign exchange payment quotas and opening special bank accounts. We and our Chinese employees who have
been granted share options are subject to such PRC regulations. If we or our Chinese employees fail to comply with these regulations, we or our Chinese
employees may be subject to fines and legal sanctions imposed by SAFE or other Chinese government authorities, which may prevent us from further
granting options under our share incentive plans to our employees. Such events could adversely affect our business operations. See “Item 4.B. Information
on the Company — Business overview — Regulation — SAFE Regulations on Employee Share Options.”

As PRC laws and regulations with respect to certain licenses and permissions are unclear and are subject to interpretations and enforcement of

local governmental authorities, the Company, its subsidiaries and the VIE may be required to obtain additional licenses.

As of the date of this annual report, we believe that the Company, its subsidiaries and the VIE have received all requisite licenses and permits from
the PRC government authorities to operate their business in the PRC and offer securities to foreign investors, and no permissions or approvals have been
denied.  However,  as  PRC  laws  and  regulations  with  respect  to  certain  licenses  and  permissions  are  unclear  and  are  subject  to  interpretations  and
enforcement of local governmental authorities, we may inadvertently conclude that certain permissions are not required but the regulators do not take the
same view as we do.

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According to the Amended Private Education Law and the Amended Implementation Rules, private schools are required to obtain operating permits
from relevant PRC authorities for carrying out educational activities. Although the Amended Private Education Law generally states that private education
institutions are also included in the category of “private schools”, as of the date of this annual report, relevant implementing rules only require private
education institutions providing tutoring services on academic subjects for K-12 students and certain vocational skill education services to obtain private
school operating permits. On July 24, 2021, the General Office of the Central Committee of the Communist Party of China and the General Office of the
State Council issued the Opinion, which, among others, requires that local government authorities shall (i) classify non-academic subjects according to the
categories  of  sports,  culture  and  art,  science  and  technology  and  other  non-academic  subjects  and  designate  the  competent  authorities  responsible  for
administering such non-academic after-school tutoring institutions respectively, (ii) formulate standards for different categories of non-academic subjects
and (iii) conduct strict examination before granting any permission. As of the date of this annual report, certain local government authorities (including
some of the areas where we have training centers) have promulgated rules that require non-academic after school tutoring institutions in areas for K-12
students, such as art, music, among others, to obtain private school operating permit or prior approvals for non-academic after school tutoring institutions
from local competent authorities. For example, on August 2, 2021, the Department of Educational of Guangdong Province issued a notice which provides
local  educational  administration  authorities  shall  approve  the  activities  conducted  by  non-academic  after  school  tutoring  institutions  involving  in  non-
academic subjects such as physical education, art, etc, in accordance with the relevant laws and regulations and issue operating permit accordingly; further,
on  December  9,  2022,  the  Department  of  Educational  of  Guangdong  Province  and  other  government  authorities  jointly  issued  the Approval  Procedure
Guidance for Operating Permit Application of Non-academic After School Tutoring Institutions (Trial Implementation), which, provides, among others,
the non-academic after school tutoring institutions that provide training for primary, middle and high school students may apply for operating permit if
meeting the standards provided in the Amended Private Education Law. On March 10, 2022, the Department of Culture and Tourism of Jiangsu Province
issued  the Admission  Guidance  of  Non-academic After  School  Tutoring  Institutions  Involving Art  Training  (Trial  Implementation),  which  came  into
effect  on  April  10,  2022  and  provides  that,  among  others,  the  non-academic  after  school  tutoring  institutions  providing  art  training  to  primary  and
secondary middle school students in the stage of compulsory education and kindergarten-age children shall apply for operating permit or approval for non-
academic  after-school  tutoring  institution  from  local  culture  and  tourism  administration  authorities  at  county  level,  and  the  local  authorities  may  issue
specific implementing rules for the implementation of the foregoing; on May 9, 2022, the Department of Culture and Tourism of Jiangsu Province further
issued the Management Measures for Non-academic After School Tutoring Institutions Involving Art Training (Trial Implementation ), which came into
effect  on  June  9,  2022  and  provides  that  the  non-academic  after  school  tutoring  institutions  providing  art  training  to  high  school  shall  also  apply  for
operating permit or approval from local culture and tourism administration authorities at county level. On June 15, 2022, the Department of Culture and
Tourism and the Department of Education of Shandong Province jointly issued the Provisions on the Establishment of After School Tutoring Institutions
Involving Culture and Arts (Provisional), which came into effect on August 1, 2022 with a two-year validity period and provides that, among others, the
non-academic after school tutoring institutions providing culture and art training to students in compulsory education stage and high school stage shall
obtain  private  school  operating  permit  from  local  competent  authorities,  and  the  local  authorities  may  issue  specific  implementing  rules  for  the
implementation  of  the  foregoing.  On August  15,  2022,  the  Department  of  Culture  and  Tourism  and  the  Department  of  Education  of  Yunnan  Province
jointly issued the Admission Guidance of Non-academic After School Tutoring Institutions Involving Culture and Art Training (Trial Implementation),
which provides that, among others, the non-academic after school tutoring institutions involving culture and art training that provide training for students
of compulsory education stage shall apply for the approval for non-academic after-school tutoring institution from local culture and tourism administration
authorities at county level, the local authorities may issue specific implementing rules, and the non-academic after school tutoring institutions providing
training for preschool children aged 3 to 6 and high school students shall also follow this guideline. On December 29, 2022, the Department of Culture and
Tourism of Sichuan Province and other seven departments jointly issued the Regulations on the Management of Non-Academic After School Tutoring
Institutions (Trial Implementation), which came into effect on February 1, 2023 with a two-year validity period and provides that, among others, the non-
academic after school tutoring institutions providing culture and art, technology and physical training to K-12 students (including preschool children aged
3 to 6), shall obtain private school operating permit from local competent authorities, and the local authorities may issue specific implementing rules for
the implementation of the foregoing. However, the foregoing laws, regulations, rules and guidance are recently issued, and thus the interpretation of the
foregoing remain unclear in several respects at this time, and especially, it is unclear if private education institutions mainly focusing on art education for
high school and undergraduate students for the purpose of overseas study like us are required to obtain private school operating permits or the approval for
non-academic  after-school  tutoring  institution  from  local  competent  authorities.  Since  related  regulatory  regime  of  education  industry  in  the  PRC
continues to rapidly evolve, the interpretations of relevant regulations and rules are not always uniform, and the enforcement of relevant regulations and
rules involve uncertainties, we cannot assure you that our training centers will not be classified as “private schools” and thus be required to obtain the
private school operating permits or other relevant approval from local competent authorities by the regulators due to any future and further development,
interpretation  and  enforcement  of  relevant  regulations  and  rules.  To  date,  our  PRC  subsidiaries  operating  our  training  centers  have  not  received  any
notifications  which  require  them  to  obtain  private  school  operating  permits  or  approvals  for  non-academic  after-school  tutoring  institutions  from  local
competent authorities. As of the date of this annual, one of our subsidiaries Qingdao Haili has obtained an operating permit for private school, but Qingdao
Haili does not operate any of our training centers and none of our training centers have obtained an operating permit or approvals for non-academic after-
school tutoring institutions from local competent authorities. If we inadvertently conclude that such permissions are not required but the regulators do not
take the same view as we do, our training centers may be subject to various penalties, including fines, orders to promptly rectify the non-compliance, or if
the non-compliance is deemed serious by the regulators, our training centers may be ordered to return course and service fees collected and pay a multiple
of the amount of returned course and/or service fees to regulators as a penalty or may even be ordered to cease operations. If this occurs, our business,
results of operations, financial condition and the value of our ADSs could be materially and adversely affected.

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The Tourism Law of the PRC provides that, among other things, to engage in the businesses of outbound tourism, a travel agency shall obtain the
corresponding  business  permit.  The  Regulations  on  Travel Agencies  and  the  Implementation  Rules  of  Regulations  on  Travel Agencies,  provide  that,
among other things, the travel agency shall mean any entity that engages in the business of attracting, organizing, and receiving tourists, providing tourism
services  for  tourists  and  operating  domestic,  inbound  or  outbound  tourism;  the  aforementioned  business  shall  include  but  not  limit  to  arranging  for
transport services, arranging for accommodation services, providing services for tour guides or team leaders, providing services of tourism consultation
and tourism activities design. According to the Regulations on Travel Agencies and its implementation rules, any tourism agency engages in domestic and
outbound tourism shall apply for corresponding permits to engage in such tourism activities from the administrative department of tourism under the State
Council, the governments of provinces, autonomous regions, or municipalities. With respect to our research-based learning services, our PRC subsidiaries
cooperate with third party travel agencies which have travel agency permits for our educational travel activities, such as accommodation and tour guiding.
We don’t think our PRC subsidiaries engaged in such travel-related activities under their cooperation with third party travel are also required to obtain
travel  agency  permits  under  the  current  law  rules,  and  such  PRC  subsidiaries  have  not  received  any  notifications  which  require  them  to  obtain  travel
agency permit. If we inadvertently conclude that such permissions are not required but the regulators do not take the same view as we do, the relevant
regulators may order such PRC subsidiaries to rectify the non-compliance, confiscate the illegal income from such business and impose fines on such PRC
subsidiaries. If this occurs, our business, results of operations, financial condition and the value of our ADSs could be materially and adversely affected.

Under  the  Internet  Measures,  commercial  internet  information  services  operators  shall  obtain  an  ICP  license  from  the  relevant  government
authorities before engaging in any commercial internet information services operations within the PRC. According to the Special Administrative Measures
for  Market Access  of  Foreign  Investment  (Negative  List)  (2021  Edition),  the  provision  of  information  services  falls  in  the  restricted  category  and  the
percentage of foreign ownership cannot exceed 50%. Since the outbreak of the COVID-19, we have shifted some of our offline courses to online courses
and  provided  them  to  our  students  through  online  platforms  of  third  party  IT  service  providers.  We  believe  that  our  PRC  subsidiaries  providing  such
online courses are not required to obtain the ICP license as they have not developed their own platforms but delivered such courses through third party
online platforms. To date, our PRC subsidiaries have not received any notifications from PRC governmental authorities to require them to obtain the ICP
license. However, since the enforcement of relevant regulations and rules involve uncertainties, we cannot assure you that the regulators will take the same
view as we do. If we inadvertently conclude that the ICP license is not required for our PRC subsidiaries, our PRC subsidiaries delivering online courses
services may be subject to non-compliance rectification order, confiscation of illegal proceeds, or fines; or if the non-compliance is deemed serious by the
regulators, may be ordered to suspend business for rectification. If this occurs, our business, results of operations, financial condition and the value of our
ADSs  could  be  materially  and  adversely  affected.  To  date,  none  of  our  PRC  subsidiaries  have  obtained  the  ICP  license  due  to  the  foreign  investment
restriction  for  the  ICP  license,  but  the  VIE  has  obtained  the  ICP  license  to  preserve  our  flexibility  to  operate  relevant  business.  If  the  ICP  license  is
required in the future or we choose to provide information services through our own online platform, we will transfer relevant businesses to the VIE to
comply with the compliance requirements.

Failure  to  comply  with  regulations  relating  to  information  security  and  privacy  protection,  breaches  or  perceived  breaches  of  our  security
measures relating to our service offerings, unauthorized disclosure or misuse of personal data through breaches of our computer systems or otherwise,
could result in negative publicity and loss of students, expose us to protracted and costly litigation, and harm our business and results of operations.
Additionally, it is unclear whether we will be subject to the oversight of the CAC and how such oversight may impact us.

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The PRC regulatory and enforcement regime with regard to data security and data protection has been evolving rapidly in recent years. In July 2013,
China’s  Ministry  of  Industry  and  Information  Technology  (and  its  predecessors),  or  MIIT,  promulgated  the  Provisions  on  Protection  of  Personal
Information  of  Telecommunication  and  Internet  Users  to  regulate  the  collection  and  use  of  users’  personal  information  in  the  provision  of
telecommunication services and internet information services in China. In November 2016, the Standing Committee of the NPC promulgated the Cyber
Security Law, which took effect on June 1, 2017, to protect cyberspace security and order. The Cyber Security Law tightens control of cyber security and
sets forth various security protection obligations for network operators. According to the Cyber Security Law, network operators shall, among others, take
security  measures  to  protect  networks  from  unauthorized  interference,  damage  and  unauthorized  access  to  prevent  data  from  being  divulged,  stolen  or
tampered  with.  On  September  14,  2022,  the  CAC  published  the  Decision  of Amending  PRC  Cyber  Security  Law  (Draft  for  Comments),  or  the  Draft
Amendment  to  Cybersecurity  Law,  which,  among  other  things,  aggravated  legal  liabilities  for  violations  of  cybersecurity  obligations  and  critical
information infrastructure operators’ obligations. As of the date of this annual report, the Draft Amendment to Cybersecurity Law was released for public
comment only, and its respective provisions and anticipated adoption or effective date may be subject to change with substantial uncertainty. Since 2019,
the  CAC  and  other  relevant  authorities  further  issued  detailed  implementation  rules  and  measures  to  refine  these  information  security  and  privacy
protection  related  regulations.  On August  20,  2021,  the  Standing  Committee  of  the  NPC  promulgated  the  Personal  Information  Protection  Law,  which
took effect on November 1, 2021. The Personal Information Protection Law aims at protecting personal information rights and interests, regulating the
processing of personal information, ensuring the orderly and free flow of personal information in accordance with the law, and promoting the reasonable
use  of  personal  information.  Our  business  is  facing  and/or  may  face  significant  challenges  regarding  information  security  and  privacy  protection,
particularly with regard to the collection, storage, transmission and sharing of confidential information, among others. As part of our service offerings, we
may collect, process, transmit and store the personal information of students. We and the VIE have adopted various security measures pertaining to the
collection,  processing,  transmission  or  storage  of  user  information,  and  have  not  experienced  any  material  cyber-attacks  on  our  and  the  VIE’s  cyber
systems. We cannot assure you, however, that our current security measures will be adequate or sufficient to prevent any theft, misuse, or unauthorized
interference, damage, or unauthorized or inappropriate disclosure of personal data of our students. In case of any misuse of information collected from our
students  or  any  unauthorized  interference,  damage,  or  unauthorized  or  inappropriate  disclosure  of  such  information  due  to  our  failure  to  protect  it,  we
could be subject to negative publicity, liability or regulatory penalties. Any such negative publicity, liability or regulatory penalties could cause us to lose
students, expose us to costly litigation and have a material adverse impact on our business and results of operations.

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On the other hand, pursuant to the Personal Information Protection Law, personal information processors, who need to transfer personal information
out  of  mainland  China  for  business  and  other  needs,  shall  satisfy  one  of  the  following  conditions:  (i)  passing  the  security  assessment  by  the  national
cyberspace  authorities;  (ii)  being  certified  by  professional  organizations  for  personal  information  protection;  (iii)  entering  into  contracts  providing  the
rights and obligations of both parties with overseas recipients in accordance with the standard contract formulated by the national cyberspace authorities;
and (iv) other conditions specified by laws, administration regulations and the national cyberspace authorities. The personal information processors shall
take necessary measures to ensure that the activities of the overseas recipients handling personal information meet the standards of personal information
protection stipulated in the Personal Information Protection Law. If a personal information processor provides personal information cross the border of
mainland  China,  it  shall  inform  the  information  owners  the  name  and  contact  information  of  the  overseas  recipients,  the  purpose  and  manner  of
information  processing,  the  type  of  personal  information,  and  the  manner  and  procedure  for  the  information  owners  to  exercise  their  rights  under  the
Personal Information Protection Law over the overseas recipients, and obtain consent of the  information  owners.  On  July  7,  2022,  the  CAC  issued  the
Measures on Security Assessment of the Cross-border Transfer of Data, which took effect on September 1, 2022. The measures provide that four types of
cross-border transfers of critical data or personal information generated from or collected in mainland China should be subject to a security assessment,
which  include:  (i)  a  data  processor  to  transfer  important  data  overseas;  (ii)  either  a  critical  information  infrastructure  operator,  or  a  data  processor
processing  personal  information  of  more  than  1  million  individuals,  transfers  personal  information  overseas;  (iii)  a  data  processor  who  has,  since
January 1 of the previous year, transferred personal information of more than 100,000 individuals overseas cumulatively, or transferred sensitive personal
information  of  more  than  10,000  individuals  overseas  cumulatively;  or  (iv)  other  circumstances  under  which  security  assessment  of  data  cross-border
transfer  is  required  as  prescribed  by  the  national  cyberspace  administration. As  of  the  date  of  this  annual  report,  the  amount  of  personal  information
(including sensitive personal information) transmitted by the Company, its subsidiaries and the VIE across the border is relatively small, and none of them
has received any notice from the national cyberspace authorities requiring them to conduct security assessment. However, if the relevant laws, regulations
or interpretations change in the future and the Company, its subsidiaries and the VIE are subject to security assessment, we will face uncertainty as to
whether any required actions can be timely completed, or at all. Under the Personal Information Protection Law, the Company, its subsidiaries and the
VIE may meet the requirements by either completing personal information protection certification or entering into the standard contract formulated by the
national cyberspace authorities as the amount of personal information we or the VIE transfer across the border is relatively small. On November 4, 2022,
the CAC and the State Administration for Market Regulation jointly issued the Announcement in relation to the Implementation of Personal Information
Protection Certification with an exhibit of Implementation Rules for Personal Information Protection Certification, according to which, the professional
organizations  authorized  to  conduct  personal  information  protection  certification  shall  comply  with  the  Implementation  Rules  for  Personal  Information
Protection  Certification.  However,  as  the  national  cyberspace  authorities  have  not  yet  authorized  any  professional  organizations  to  conduct  personal
information  protection  certification  as  of  the  date  of  this  annual  report,  the  Company,  its  subsidiaries  and  the  VIE  still  have  no  access  to  complete  the
personal  information  protection  certification.  On  February  22,  2023,  the  CAC  issued  the  Model  Contract  Provision  with  an  exhibit  of  model  contract,
which will take effect on June 1, 2023. According to the Model Contract Provision, the personal information processor meeting all of the following four
conditions may transfer personal information out of mainland China by way of entering into the model contract: (i) non-critical information infrastructure
operator;  (ii)  possessing  personal  information  of  less  than  one  million  users;  (iii)  a  personal  information  processor  who  has,  since  January  1  of  the
previous year, transferred personal information of less than 100,000 individuals overseas cumulatively; and (iv) a personal information processor who has,
since January 1 of the previous year, transferred sensitive personal information of less than 10,000 individuals overseas cumulatively. Also, the personal
information processor shall conduct personal information protection influence assessment before transferring any personal information out of mainland
China. The personal information processor shall file the signed model contract within ten days after the effective date of such model contract with the local
competent authority. As the relevant rules are recently issued, we are still evaluating whether and how to complete the personal information protection
certification or enter into the standard contract formulated by the national cyberspace authorities. As of the date of this annual report, we have not received
any inquiries, notices, warnings, sanctions, denials, or regulatory objections from the CAC or any other regulatory authority in relation to the foregoing
issues. In the event of any failure to comply with the Personal Information Protection Law the Company, the Company, its subsidiaries and the VIE may
be subject to non-compliance rectification, warning, confiscation of illegal income or fines, or if the non-compliance is deemed serious by the regulators,
suspension of relevant business and revocation of relevant business operation permissions or business licenses, which could materially and adversely affect
our business, financial condition, and results of operations, and/or the value of our ADSs.

On July 1, 2015, the Standing Committee of the NPC promulgated the National Security Law (the “New National Security Law”), which took effect
on  the  same  date  and  replaced  the  former  National  Security  Law  promulgated  in  1993.  Under  the  New  National  Security  Law,  we  are  obligated  to
safeguard  national  security  by,  for  example,  providing  evidence  related  to  activities  endangering  national  security,  providing  assistance  for  national
security work and providing necessary support for national security institutions, public security institutions and military institutions. As such, we may have
to provide data to PRC government authorities and military institutions to ensure compliance with the New National Security Law. Complying with such
regulations could cause us to incur substantial costs, require us to change our data practices in a manner adverse to our business, or even subject us to
negative publicity which could harm our reputation with users and negatively affect our business operations and the trading price of our ADSs.

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On  December  28,  2021,  the  CAC  published  the  Cybersecurity  Review  Measures,  which  became  effective  on  February  15,  2022.  Under  the
Cybersecurity  Review  Measures,  critical  information  infrastructure  operators  purchasing  network  products  and  services  and  internet  platform  operators
engaging  in  data  processing  activities  that  affect  or  may  affect  national  security  shall  be  subject  to  cybersecurity  review.  The  Cybersecurity  Review
Measures  further  require  that  any  internet  platform  operator  applying  for  listing  on  a  foreign  exchange  must  go  through  cybersecurity  review  if  it
possesses  personal  information  of  more  than  one  million  users.  The  review  focuses  on  several  factors,  including,  among  others,  (i)  the  risk  of  theft,
leakage,  corruption,  illegal  use  or  export  of  any  core  or  important  data,  or  a  large  amount  of  personal  information,  and  (ii)  the  risk  of  any  critical
information  infrastructure,  core  or  important  data,  or  a  large  amount  of  personal  information  being  affected,  controlled  or  maliciously  exploited  by  a
foreign  government  after  a  company  is  listed.  We  believe  we  would  not  be  subject  to  the  cybersecurity  review  by  the  CAC,  given  that:  (i)  we  do  not
possess a large amount of personal information in our business operations; and (ii) data processed in our business does not have a bearing on national
security  and  thus  may  not  be  classified  as  core  or  important  data  by  the  authorities.  However,  we  cannot  assure  you  that  PRC  regulatory  agencies,
including the CAC, would take the same view as we do, and there remains uncertainty as to how the Cybersecurity Review Measures will be interpreted or
implemented  and  whether  the  PRC  regulatory  agencies,  including  the  CAC,  may  adopt  new  laws,  regulations,  rules,  or  detailed  implementation  and
interpretation related to the Cybersecurity Review Measures. In the event that we are subject to any mandatory cybersecurity review and other specific
actions required by the CAC, we will face uncertainty as to whether any clearance or other required actions can be timely completed, or at all. Given such
uncertainty,  we  may  be  further  required  to  suspend  our  relevant  business,  shut  down  our  website,  or  face  other  penalties,  which  could  materially  and
adversely affect our business, financial condition, and results of operations, and/or the value of our ADSs or could significantly limit or completely hinder
our ability to offer or continue to offer securities to investors. As of the date of this annual report, we have not received any notice from such authorities
requiring us to go through cybersecurity review by the CAC.

On  January  8,  2021,  the  CAC  published  the Amended  Measures  for  the Administration  of  Internet  Information  Services  (Draft  for  Comments),
which requires that any organization or individual within the territory of mainland China that provides internet information services to users in mainland
China using network resources at home and abroad shall abide by the provisions  of  these  measures.  To  engage  in  internet  information  services,  which
belong to the operation of  telecommunications  business,  an  ICP  license  from  the  competent  telecommunications  department  shall  be  obtained.  Internet
information service providers shall establish an information release review system. On November 14, 2021, the CAC published the Internet Data Security
Regulations (Draft for Comments), or the Draft Data Security Regulations, which provides that data processors that handle personal information of more
than one million people intending to be listed abroad should apply for a cybersecurity review.

As the Amended Measures for the Administration of Internet Information Services (Draft for Comments) and the Internet Data Security Regulations
(Draft for Comments) have not been adopted, and it remains unclear whether the formal versions to be adopted in the future will have any further material
changes, and it is uncertain how such regulations will be enacted, interpreted, or implemented or how they will affect us.

Although  we  do  not  anticipate  our  business  to  be  materially  impacted  by  the  Opinions  on  Further  Alleviating  the  Burden  of  Homework  and
After-School Tutoring for Students in Compulsory Education, certain types of our ancillary services may fall under the coverage of the Opinion and
its local implementing measures, which may adversely affect our business, financial condition and results of operations. And we cannot assure you
that  any  future  development,  interpretation  and  enforcement  of  Opinion  and  relevant  regulations  would  not  materially  and  adversely  impact  our
business and financial outlook.

On July 24, 2021, the General Office of the Central Committee of the Communist Party of China and the General Office of the State Council issued
the Opinion, which sets out a series of operating requirements on after-school tutoring institutions focusing on compulsory education, including, among
other things, (i) local government authorities shall no longer approve any new after-school tutoring institutions providing tutoring services on academic
subjects for students in compulsory education, or the Academic AST Institutions, and all the existing Academic AST Institutions shall be registered as
non-profit  entities,  and  local  government  authorities  shall  no  longer  approve  any  new  after-school  tutoring  institutions  providing  tutoring  services  on
academic subjects for pre-school-age children and students in grades ten to twelve; (ii) online Academic AST Institutions that have filed with the local
education administration authorities will be subject to review and re-approval procedures by competent government authorities, and any failure to obtain
such approval will result in the cancellation of its previous filing and ICP license; (iii) Academic AST Institutions are prohibited from raising funds by
listing  on  stock  markets  or  conducting  any  capitalization  activities,  and  listed  companies  are  prohibited  from  investing  in Academic AST  Institutions
through capital markets fund raising activities, or acquiring assets of Academic AST Institutions by paying cash or issuing securities; (iv) foreign capital is
prohibited from controlling or participating in any Academic AST Institutions through mergers and acquisitions, entrusted operation, joining franchise or
variable interest entities; (v) after-school tutoring institutions shall not provide tutoring services on academic subjects during national holidays, weekends
and  school  breaks,  or  engage  foreign  teachers  residing  overseas  to  carry  out  training  activities;  (vi)  fees  charged  for  academic  subjects  tutoring  in
compulsory education will need to follow the guidelines from the government to prevent any excessive charging or excessive profit-seeking activity; and
(vii)  government  authorities  will  implement  risk  management  and  control  for  the  pre-collection  of  fees  by  after-school  tutoring  institutions  with
requirements such as setting up third-party custodians and risk reserves, and strengthen supervision over loans regarding tutoring services. The Opinion
further  provides  that  administration  and  supervision  over  academic  after-school  tutoring  institutions  for  students  on  grades  ten  to  twelve  shall  be
implemented by reference to the relevant provisions of the Opinion.

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On July 28, 2021, the PRC Ministry of Education, or the MOE, issued a notice, or the Notice, to further clarify the scope of academic subjects in
China’s compulsory education system. The Notice states that academic subjects include the following courses provided in accordance with the learning
content  of  the  national  curriculum  standards:  Morality  and  Law,  Chinese  Language,  History,  Geography,  Mathematics,  foreign  languages  (English,
Japanese, and Russian), Physics, Chemistry and Biology. The Notice also states that sports (or sports and health), art (or music, fine arts) subjects, and
comprehensive  practical  activities  (including  technical  education,  labor  and  technical  education),  etc.  shall  be  managed  as  non-academic  subjects.  On
August 25, 2021, the MOE issued the Administrative Measures on Materials for After-School Tutoring for Primary and Secondary School Students (for
Trial Implementation). After-school tutoring materials refer to the learning materials independently compiled by after-school tutoring institutions approved
and  registered  for  the  purpose  of  primary  and  secondary  school  students,  including  the  tutoring  materials  used  for  both  academic  and  non-academic
subjects,  whether  online  or  offline.  The  tutoring  materials  shall  be  reviewed  as  required.  It  is  imperative  to  establish  the  internal  review  and  external
review system for tutoring materials under the principle of reviewing every compilation and use. The training materials used for academic subjects shall be
reviewed  through  dual  review  by  combining  internal  review  by  the  after-school  tutoring  institutions  and  the  external  review  by  the  education
administrative authorities.

On  September  9,  2021,  the  MOE  and  the  Ministry  of  Human  Resources  and  Social  Security  jointly  formulated  the Administrative  Measures  for
Employees of After-School Tutoring Institutions (Trial). The employees of after-school tutoring institutions refer to the staff in the institutions that carry
out after-school tutoring for primary and secondary school students and preschool children over the age of 3 according to regulations, including: teaching
staff, teaching and research staff and other staff. In principle, the full-time teaching, teaching and research staff of after-school tutoring institutions shall
not be less than 50% of the total number of employees in the institution. For offline tutoring for primary and secondary school students, in principle, the
full-time  teaching  staff  per  class  shall  not  be  less  than  2%  of  the  number  of  students;  for  offline  training  for  preschool  children  over  3  years  old,  in
principle,  full-time  training  staff  per  class  shall  not  be  less  than  6%  of  the  number  of  children. After-school  tutoring  institutions  shall  publicly  make  a
written commitment that the recruitment of practitioners complies with the provisions of relevant measures.

Based on our understanding of the Opinion, the Notice and relevant local implementing measures for the Opinion, our major business, including
portfolio training services and other art related services, is not academic subjects tutoring for students in compulsory education, and thus is not subject to
the Opinion, the Notice and relevant local implementing measures. However, one type of our ancillary services, i.e., some art related academic educational
learning services carried out by foreign teachers residing overseas, may fall under the coverage of the Opinion and its local implementing measures, which
together  only  constitute  a  very  small  portion  of  our  business  operations  and  contributed  around  4.0%  of  our  net  revenues  for  the  fiscal  year  ended
December  31,  2022. Although  the  Opinion  states  that  after-school  tutoring  institutions  shall  not  engage  foreign  teachers  residing  overseas  to  carry  out
training activities and does not specifically limit this restriction to Academic AST Institutions, the Opinion itself is focused on regulating Academic AST
Institutions, therefore, it  is  unclear  whether  our  services  will  fall  under  such  restriction. As  of  the  date  of  this  annual  report,  we  have  not  received  any
notifications for rectification or administrative measure which requires us to rectify any of our business in accordance with the Opinion. Overall, we do not
believe the Opinion and the relevant regulations would have a material adverse impact on our business. We are closely monitoring the evolving regulatory
environment and is making efforts to seek guidance from and cooperate with the government authorities to comply with the Opinion, and if there is no
other available option, we may elect to change the business model of or dispose of the foregoing art training services carried out by foreign teachers to
ensure compliance, which may adversely affect our business, financial condition and results of operations.

Although  currently  we  do  not  believe  the  Opinion  and  relevant  regulations  would  have  a  material  adverse  impact  on  our  business,  since  these
regulations and policies are relatively new and the related regulatory regime continues to rapidly evolve, the interpretations of these regulations and rules
are  not  always  uniform,  and  the  enforcement  of  these  regulations  and  rules  involve  uncertainties,  we  cannot  assure  you  that  any  future  development,
interpretation and enforcement of the Opinion and relevant regulations would not materially and adversely impact our business and financial outlook.

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In addition, the PRC government authorities are also enhancing regulation on the non-academic after school tutoring institutions. On March 3, 2022,
the MOE, National Development and Reform Commission, or NDRC and SAMR jointly issued the Notice on Regulating Non-Academic After School
Training Institutions, which provide that, among others, (i) non-academic after school tutoring institutions shall have the corresponding qualifications and
their staffs shall have the corresponding proofs for their profession; (ii) non-academic after school tutoring institutions shall ensure that training contents
and training methods are suitable for the age, mental and physical characteristics and cognitive level of students; (iii) the training contents, training hours,
charging  items,  charging  standards  and  other  information  of  non-academic  after  school  tutoring  institutions  shall  be  made  public  and  subject  to  public
supervision; (iv) non-academic after school tutoring institutions shall use model service contract, strictly perform contractual obligations and self-regulate
their  own  charging  behaviors;  (v)  non-academic  after  school  tutoring  institutions’  unfair  competition  by  fictitious  original  prices,  false  discounts,  false
publicity,  monopolistic  behaviors  and  any  form  of  price  fraud  are  prohibited;  (vi)  the  pre-collection  of  fees  by  non-academic  after  school  tutoring
institutions  shall  be  deposited  to  the  special  account  for  fee  collection  and  tuition  fees  shall  not  be  collected  in  a  lump  sum,  or  in  disguised  form  of
recharging  or  measured  cards  for  more  than  60  classes  or  for  a  course  length  of  more  than  three  months;  and  (vii)  non-academic  after  school  tutoring
institutions shall comply with requirements relating to premise, facilities and fire safety. Further, on November 30, 2022, the MOE and other twelve PRC
government authorities jointly issued the Opinions on Regulating Non-Academic After School Tutoring Institutions for Primary, Middle and High School
Students,  which  provides  and  reiterates  that,  among  others,  (i)  local  government  authorities  shall  classify  non-academic  subjects  according  to  the
categories  of  sports,  culture  and  art,  science  and  technology  and  other  non-academic  subjects  and  designate  the  competent  authorities  responsible  for
administering  such  non-academic  after-school  tutoring  institutions  respectively,  (ii)  non-academic  after  school  tutoring  institutions  shall  meet  certain
conditions in respect of training place, training staff and operations, (iii) online non-academic after-school tutoring institutions shall obtain the approval
from  competent  government  authority  at  provincial  level  before  incorporation  registration  and  obtain  approval  from  telecommunication  authority  at
provincial  level  for  conducting  Internet  information  services;  offline  non-academic  after-school  tutoring  institutions  shall  obtain  the  approval  from
competent  government  authority  at  county  level  before  incorporation  registration,  (iv)  non-academic  after  school  tutoring  institutions  shall  ensure  that
training contents are suitable for the age, mental and physical characteristics and cognitive level of students, and (v) all the pre-collection of fees by non-
academic after school tutoring institutions shall be deposited to the special account for fee collection. Moreover, as of the date of this annual report, certain
local  government  authorities  (including  some  of  the  areas  where  we  have  training  centers,  such  as  Guangdong  Province,  Jiangsu  Province,  Shandong
Province, Yunnan Province and Sichuan Province) have promulgated specific rules to regulate the market access and operation activities of non-academic
after school tutoring institutions, which typically specify the various requirements in relation to market access, training place, teachers, teaching materials,
pre-collection  of  training  fees,  etc.  However,  the  foregoing  notice,  opinions  and  rules  are  recently  issued,  and  thus  the  interpretation  of  the  foregoing
notice,  opinions  and  rules  remain  unclear  in  several  respects  at  this  time,  and  especially,  it  is  unclear  if  the  foregoing  notice,  opinions  and  rules  are
applicable to private education institutions mainly focusing on art education for high school and undergraduate students for the purpose of overseas study
like  us.  If  the  foregoing  notice,  opinions  and  rules  also  apply  to  us,  failure  to  comply  with  the  relevant  provisions  therein  may  lead  to  administrative
measures  by  the  competent  authorities  and  thus  may  materially  and  adversely  impact  our  business  and  financial  outlook.  In  addition,  if  the  foregoing
notice, opinions and rules also apply to us, we would be subject to the limitation for the pre-collection of training fees and the cost of our training centers
would increase to meet various requirements for training place, teachers and teaching materials and our financial condition may therefore be adversely
impacted.

Risks Relating to Doing Business in the People’s Republic of China

China’s economic, political and social conditions, as well as changes in any government policies, laws and regulations, could adversely affect

the overall economy in China or the prospects of the industries in which we operate, which in turn could impact our financial performance.

Substantially all of our operations are conducted in China. Accordingly, our business, financial condition, results of operations and prospects are

subject, to a significant extent, to economic, political and social developments in China.

The Chinese economy differs from the economies of most developed countries in many respects, including the amount of government involvement,
level of development, growth rate, control of foreign exchange, and allocation of resources. Although the Chinese economy has been transitioning from a
planned  economy  to  a  more  market-oriented  economy  since  the  late  1970s,  the  Chinese  government  continues  to  play  a  significant  role  in  regulating
industry development by imposing industrial policies. The Chinese government also exercises significant control over China’s economic growth through
the allocation of resources, controlling the incurrence and payment of foreign currency-denominated obligations, setting monetary policy and providing
preferential  treatment  to  particular  industries  or  companies.  Changes  in  any  of  these  policies,  laws  and  regulations  could  adversely  affect  the  overall
economy in China or the prospects of the industries in which we operate, which could harm our business. Additionally, the outbreak of COVID-19 may
have a material adverse impact on the overall economic outlook, economic growth and business sentiment in China (see “— The outbreak of COVID-19
and  any  future  outbreak  of  severe  acute  respiratory  syndrome,  avian  flu  or  coronavirus  in  China,  or  similar  adverse  public  health  developments,  may
disrupt our business and operations and adversely affect our financial results.”), and may in turn influence the operation of our business.

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China’s social and political conditions are also not as stable as those of the United States and other developed countries. Any sudden changes to
China’s political system or the occurrence of widespread social unrest could have negative effects on our business and results of operations. In addition,
China has contentious relations with some of its neighbors. A significant further deterioration in such relations could have negative effects on the Chinese
economy and lead to changes in governmental policies that would be adverse to our business interests.

The  PRC  legal  system  has  inherent  uncertainties  that  could  limit  the  legal  protections  available  to  you  and  us  and  the  VIE,  and  rules  and

regulations in China can change quickly with little advance notice.

Unlike common law systems, the PRC legal system is based on written statutes and decided legal cases have little precedential value. Since 1979,
the  PRC  government  has  promulgated  a  comprehensive  system  of  laws  and  regulations  governing  economic  matters  in  general.  The  overall  effect  of
legislation  since  then  has  been  to  significantly  enhance  the  protections  afforded  to  various  forms  of  foreign  investment  in  China.  Each  of  our  PRC
operating subsidiaries is a foreign investment enterprise, which is an enterprise incorporated in China and wholly or partially owned by foreign investors,
and is subject to PRC laws and regulations in general and laws and regulations applicable to foreign investment in particular. PRC laws, regulations and
legal requirements can change quickly with little advance notice and their interpretation and enforcement involve uncertainties. In addition, we and the VIE
may have to resort to administrative and court proceedings to enforce the legal protection that we and the VIE enjoy either by law or contract. However,
since PRC administrative and court authorities have significant discretion in interpreting and implementing statutory and contractual terms, it may be more
difficult to evaluate the outcome of administrative and court proceedings and the level of legal protection we and the VIE enjoy than in more developed
legal  systems.  Such  uncertainties,  including  the  inability  to  enforce  our  and  the  VIE’s  contracts  and  intellectual  property  rights,  could  materially  and
adversely affect our and the VIE’s business and operations. Accordingly, we cannot predict the effect of future developments in the PRC legal system,
including the promulgation of new laws, changes to existing laws or the interpretation or enforcement thereof, or the preemption of local regulations by
national laws. These uncertainties could limit the legal protections available to us and the VIE and other foreign investors, including you.

For example, on July 6, 2021, the General Office of the Central Committee of the Communist Party of China and the General Office of the State
Council  jointly  issued  the  Crackdown  Opinions,  which  emphasized  the  need  to  strengthen  the  administration  over  illegal  securities  activities  and  the
supervision  on  overseas  listings  by  China-based  companies,  and  proposed  to  take  effective  measures,  such  as  promoting  the  construction  of  relevant
regulatory systems to deal with the risks and incidents facing China-based overseas-listed companies and the demand for cybersecurity and data privacy
protection. On February 17, 2023, the CSRC issued the Overseas Offering and Listing Measures, which provides principles and guidelines for direct and
indirect issuance of securities overseas by a Chinese domestic company. On December 28, 2021, the CAC published the Cybersecurity Review Measures
which,  among  others,  require  that  any  internet  platform  operator  applying  for  listing  on  a  foreign  exchange  must  go  through  cybersecurity  review  if  it
possesses personal information of more than one million users. As of the date of this annual report, we believe the permission and approval of the CSRC
or the CAC is not required for our operations, but as these rules and regulations were newly issued or are still in the process of being formulated, official
guidance and interpretation of such rules and regulations remain unclear in several respects at this time, we cannot assure you that we will remain fully
compliant with all new regulatory requirements of such rules and regulations or any future implementation rules on a timely basis, or at all.

PRC  government  may  exert  substantial  influence  over  our  operations,  and  may  exert  more  control  over  offerings  conducted  overseas  and/or
foreign  investment  in  China-based  issuers  like  us,  and  any  actions  by  Chinese  government,  including  any  decision  to  intervene  or  influence  our
operations or to exert control over any offering of securities conducted overseas and/or foreign investment in China-based issuers, may cause us to
make material changes to our operation, may limit or completely hinder our ability to offer or continue to offer securities to investors, and may cause
the value of such securities to significantly decline or be worthless.

The  PRC  government  has  exercised  and  continues  to  exercise  substantial  control  over  virtually  every  sector  of  the  Chinese  economy  through
regulation and state ownership. Our ability to operate in China may be impaired by changes in its laws and regulations, including those relating to foreign
investment  limitations,  taxation,  data  security,  education  regulation,  land  use  rights  and  other  matters.  The  central  or  local  governments  of  these
jurisdictions may impose new, stricter regulations or interpretations of existing regulations that would require additional expenditures and efforts on our
part to ensure compliance with such regulations or interpretations. As such, our business segments may be subject to various government and regulatory
interference in the provinces in which they operate. We could be subject to regulation by various political and regulatory entities, including various local
and  municipal  agencies  and  government  sub-divisions.  We  may  incur  increased  costs  necessary  to  comply  with  existing  and  newly  adopted  laws  and
regulations or penalties for any failure to comply.

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Recently, the Chinese government has stepped up its supervision on Chinese companies listed offshore and may exert more control over offerings
conducted  overseas  and/or  foreign  investment  in  China-based  issuers  in  the  future.  For  example,  on  July  6,  2021,  the  General  Office  of  the  Central
Committee of the Communist Party of China and the General Office of the State Council jointly issued the Crackdown Opinions, which emphasized the
need to strengthen the administration over illegal securities activities and the supervision on overseas listings by China-based companies, and proposed to
take  effective  measures,  such  as  promoting  the  construction  of  relevant  regulatory  systems  to  deal  with  the  risks  and  incidents  facing  China-based
overseas-listed companies and the demand for cybersecurity and data privacy protection. On February 17, 2023, the CSRC issued the Overseas Offering
and Listing Measures, which provides principles and guidelines for direct and indirect issuance of securities overseas by a Chinese domestic company. On
December 28, 2021, the CAC published the Cybersecurity Review Measures which, among others, require that any internet platform operator applying for
listing on a foreign exchange must go through cybersecurity review if it possesses personal information of more than one million users. On February 24,
2023, the CSRC and other PRC governmental authorities issued the Confidentiality Provisions, which came into effect on March 31, 2023 and provides
that, domestic enterprises that issue securities overseas directly or indirectly and that provide publicly disclose files and documents containing state secrets
and  work  secrets  of  the  authorities  to  relevant  securities  companies,  securities  service  agencies,  foreign  regulatory  agencies  and  other  institutions  and
individuals or do so through its overseas listing entities, shall obtain the approval of the competent authorities, and file with the competent confidentiality
administrative authorities. Although we believe we are currently not required to obtain permission from any of the PRC central or local government and
has not received any notice of denial of permission to list on the U.S. exchange, it is uncertain when and whether we will be required to obtain permission
from the PRC government to list on U.S. exchanges if the relevant laws, regulations or interpretations change in the future, and even when such permission
is obtained, whether it will be denied or rescinded. As a result, you, the Company, its subsidiaries and the VIE all face uncertainty about future actions by
the PRC government that could significantly affect our business operations and our ability to offer or continue to offer securities to investors and any such
future actions may cause the value of our securities to significantly decline or be worthless.

On  December  16,  2021,  the  PCAOB  determined  that  it  was  unable  to  inspect  or  investigate  completely  PCAOB-registered  public  accounting
firms headquartered in mainland China or Hong Kong, including our auditor, because of positions taken by PRC authorities in those jurisdictions.
Although the PCAOB determined on December 15, 2022 that it was currently able to inspect and investigate completely registered public accounting
firms  headquartered  in  mainland  China  and  Hong  Kong,  including  our  auditor,  there  is  no  guarantee  that  the  PRC  authorities  will  continue  to
facilitate  the  PCAOB  on  such  inspection  and  investigation.  If  PCAOB  determined  that  it  is  unable  to  inspect  or  investigate  completely  our  auditor
because  of  positions  taken  by  PRC  authorities  in  the  future,  trading  in  our  securities  may  be  prohibited  and  our  ADSs  may  be  delisted  under  the
HFCAA.  The  delisting  of  our  ADSs,  or  the  threat  of  their  being  delisted,  may  materially  and  adversely  affect  the  value  of  your  investment.
Additionally, the inability of the PCAOB to conduct full inspections deprives you of the benefits of such inspections.

Our independent registered public accounting firm that issues the audit reports included in our annual reports filed with the SEC, as an auditor of
companies that are traded publicly in the United States and a firm registered with the PCAOB, is required by the laws of the United States to undergo
regular inspections by the PCAOB to assess its compliance with the laws of the United States and professional standards.

On December 18, 2020, the HFCAA was enacted, according to which, among others, if the SEC determines that we have filed audit reports issued by
a registered public accounting firm that has not been subject to inspection by the PCAOB for three consecutive years, the SEC shall prohibit our common
shares or ADSs from being traded on a national securities exchange or in the over the counter trading market in the United States. On December 29, 2022,
President  Biden  signed  into  law  the  Accelerating  Holding  Foreign  Companies  Accountable  Act  as  a  part  of  the  Consolidated  Appropriations  Act,
amending  the  HFCAA  and  requiring  the  SEC  to  prohibit  an  issuer’s  securities  from  trading  on  any  U.S.  stock  exchange  if  its  auditor  is  not  subject  to
PCAOB inspections for two consecutive years instead of three consecutive years.

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On March 24, 2021, the SEC adopted interim final rules relating to the implementation of certain disclosure and documentation requirements of the
HFCAA. On September 22, 2021, the PCAOB adopted a final rule implementing the HFCAA, which provides a framework for the PCAOB to use when
determining, as contemplated under the HFCAA, whether the PCAOB is unable to inspect or investigate completely registered public accounting firms
located  in  a  foreign  jurisdiction  because  of  a  position  taken  by  one  or  more  authorities  in  that  jurisdiction.  On  December  2,  2021,  the  SEC  adopted
amendments to finalize rules implementing the submission and disclosure requirements in the HFCAA. The rules apply to registrants the SEC identifies as
having filed an annual report with an audit report issued by a registered public accounting firm that is located in a foreign jurisdiction and that the PCAOB
is  unable  to  inspect  or  investigate  (the  “Commission-Identified  Issuers”).  The  final  amendments  require  Commission-Identified  Issuers  to  submit
documentation  to  the  SEC  establishing  that,  if  true,  it  is  not  owned  or  controlled  by  a  governmental  entity  in  the  public  accounting  firm’s  foreign
jurisdiction.  The  amendments  also  require  that  a  Commission-Identified  Issuer  that  is  a  “foreign  issuer,”  as  defined  in  Rule  3b-4  of  the  Securities
Exchange Act of 1934, as amended, or the Exchange Act, provide certain additional disclosures in its annual report for itself and any of its consolidated
foreign  operating  entities.  Further,  the  amendments  provide  notice  regarding  the  procedures  the  SEC  has  established  to  identify  issuers  and  to  impose
trading  prohibitions  on  the  securities  of  certain  Commission-Identified  Issuers,  as  required  by  the  HFCAA.  A  Commission-Identified  Issuer  will  be
required to comply with the submission and disclosure requirements in the annual report for each year in which it was identified. On December 16, 2021,
the PCAOB issued a report on its determination that the PCAOB was unable to inspect or investigate completely PCAOB-registered public accounting
firms headquartered in mainland China or Hong Kong because of positions taken by PRC authorities in those jurisdictions. Because our auditor is located
in mainland China, our auditor is subject to such PCAOB determination. On May 26, 2022, the Company was identified on SEC’s “Conclusive list of
issuers identified under the HFCAA” (available at https://www.sec.gov/hfcaa).

On August 26, 2022, the CSRC, the MOF and the PCAOB signed a Statement of Protocol governing inspections and investigations of audit firms
based  in  mainland  China  and  Hong  Kong,  taking  the  first  step  toward  opening  access  for  the  PCAOB  to  inspect  and  investigate  registered  public
accounting firms headquartered in mainland China and Hong Kong. While the Protocol remains unpublished, pursuant to the fact sheet with respect to the
Statement of Protocol issued by the PCAOB, the PCAOB shall have sole discretion to select any issuer audits for inspection or investigation in addition to
other provisions that are intended to provide the PCAOB with complete access. The SEC also indicated in its fact sheet regarding the Protocol that the
PCAOB  may  transfer  information  to  the  SEC  for  all  SEC  purposes,  including  administrative  or  civil  enforcement  actions.  On  December  15,  2022,  the
PCAOB  determined  that  it  was  able  to  secure  complete  access  to  inspect  and  investigate  registered  public  accounting  firms  headquartered  in  mainland
China and Hong Kong (including our auditor) and vacated its previous determinations to the contrary. As a result, we believe that the Company will not be
identified as a Commission-Identified Issuer under the HFCAA upon filing our annual report on Form 20-F for the fiscal year ended December 31, 2022
and thus the calculation of the consecutive period to trigger trade prohibition will be interrupted. However, should PRC authorities obstruct or otherwise
fail to facilitate the PCAOB’s access in the future, the PCAOB may consider the need to issue a new determination. The PCAOB continues to demand
complete access in mainland China and Hong Kong moving forward and is making plans to resume regular inspections in early 2023 and beyond, as well
as to continue pursuing ongoing investigations and initiating new investigations, as needed. The PCAOB has also indicated that it will act immediately to
consider the need to issue new determinations under the HFCAA, if necessary. Thus, there is no guarantee that our auditor will not be subject to any future
determination issued by the PCAOB arising from its failure to inspect or investigate completely PCAOB-registered public accounting firms headquartered
in mainland China or Hong Kong because of positions taken by PRC authorities in those jurisdictions. The delisting of our ADSs, or the threat of their
being delisted, may materially and adversely affect the value of your investment.

Moreover,  the  SEC  may  also  propose  additional  rules  or  guidance  that  could  impact  us  if  our  auditor  is  not  subject  to  PCAOB  inspection.  For
example, on August 6, 2020, the President’s Working Group on Financial Markets, or the PWG, issued the Report on Protecting United States Investors
from  Significant  Risks  from  Chinese  Companies  to  the  then  President  of  the  United  States.  This  report  recommended  the  SEC  implement  five
recommendations to address companies from jurisdictions that do not provide the PCAOB with sufficient access to fulfil its statutory mandate. Some of
the  concepts  of  these  recommendations  were  implemented  with  the  enactment  of  the  HFCAA.  However,  some  of  the  recommendations  were  more
stringent  than  the  HFCAA.  The  SEC  announced  that  the  SEC  staff  would  prepare  a  single,  consolidated  proposal  for  the  rules  regarding  the
implementation of the HFCAA and to address the recommendations in the PWG report. The implications of possible additional regulation in addition to
the requirements of the HFCAA are uncertain. Such uncertainty could cause the market price of our ADSs to be materially and adversely affected, and our
securities could be delisted or prohibited from being traded “over-the-counter” earlier than would be required by the HFCAA. If our securities are unable
to be listed on another securities exchange by then, such a delisting would substantially impair your ability to sell or purchase our ADSs when you wish to
do so, and the risk and uncertainty associated with a potential delisting would have a negative impact on the price of our ADSs.

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In addition, if the PCAOB is unable to conduct full inspections over our auditor in the future, the PCAOB will not be able to fully evaluate the audits
and quality control procedures of our auditor, and as a result, we and investors in our ADSs or common shares will be deprived of the benefits of such
PCAOB inspections. Furthermore, if the PCAOB determines again in the future that the PCAOB was unable to inspect or investigate completely PCAOB-
registered public accounting firms headquartered in mainland China or Hong Kong because of positions taken by PRC authorities in those jurisdictions,
such inability will make it more difficult to evaluate the effectiveness of our independent registered public accounting firm’s audit procedures or quality
control procedures as compared to auditors outside of the PRC that are subject to the PCAOB inspections, which could cause our investors and potential
investors  to  lose  confidence  in  our  auditor’s  audit  procedures  and  our  reported  financial  information  and  the  quality  of  the  consolidated  financial
statements.

Other than the foregoing, U.S. public companies that have substantially all of their operations in China have been the subject of intense scrutiny,
criticism  and  negative  publicity  by  investors,  financial  commentators  and  regulatory  agencies  centered  on  financial  and  accounting  irregularities  and
mistakes, a lack of effective internal controls over financial accounting, and inadequate corporate governance policies or a lack of adherence thereto. For
example, on May 21, 2021, Nasdaq filed three proposals with the SEC to (i) apply minimum offering size requirement for companies primarily operating
in  a  “Restrictive  Market”,  (ii)  prohibit  Restrictive  Market  companies  from  directly  listing  on  Nasdaq  Capital  Market,  and  only  permit  them  to  list  on
Nasdaq Global Select or Nasdaq Global Market in connection with a direct listing, and (iii) apply additional and more stringent criteria to an applicant or
listed company based on the qualifications of the company’s auditors. These scrutiny, criticism and negative publicity could add uncertainties to and may
adversely affect our future offerings, business and our share price.

Restrictions on currency exchange may limit our ability to utilize our cash generated from sales of our services effectively and the ability of our

PRC subsidiaries to obtain financing.

Majority  of  our  revenues  and  operating  expenses  are  denominated  in  Renminbi.  Restrictions  on  currency  exchange  imposed  by  the  Chinese
government may limit our ability to utilize cash generated from sales of our services in Renminbi to fund our business activities outside mainland China, if
any, or expenditures denominated in foreign currencies. Under current Chinese regulations, Renminbi may be freely converted into foreign currency for
payments  relating  to  “current  account  transactions,”  which  include,  among  other  things,  dividend  payments  and  payments  for  the  import  of  goods  and
services, by complying with certain procedural requirements. Cash generated from sales of our services in mainland China can be converted into foreign
currency to pay salaries of employees located outside of mainland China upon the employee completing certain registration procedures. Cash generated
from sales of our services in mainland China can also be used to pay off debt generated outside of mainland China, provided that we comply with the
applicable  foreign  debt  registration  or  approval  requirements. Although  the  Renminbi  has  been  fully  convertible  for  current  account  transactions  since
1996,  we  cannot  assure  you  that  the  relevant  Chinese  government  authorities  will  not  limit  or  eliminate  our  ability  to  purchase  and  retain  foreign
currencies for current account transactions in the future.

Conversion  of  Renminbi  into  foreign  currencies  and  of  foreign  currencies  into  Renminbi  for  payments  relating  to  “capital  account  transactions”,
which  include,  among  other  things,  investments,  loans  and  acquisitions  of  land  and  other  fixed  assets  overseas,  generally  requires  the  approval  of  or
registration or filing with SAFE or its authorized banks and other relevant Chinese governmental authorities. Restrictions on the convertibility of Renminbi
for capital account transactions could affect the ability of our PRC subsidiaries to make investments overseas or to obtain foreign currency through debt or
equity financing, including by means of loans or capital contributions from us.

In addition, see “Item 3. Key Information — Restrictions on Foreign Exchange and Our Ability to Transfer Cash Between Entities, Across Borders,
and  to  U.S.  Investors,  and  Restrictions  and  Limitations  on  Our Ability  to  Distribute  Earnings  from  Our  Businesses”  for  more  detailed  analysis  on  the
restrictions on our ability to transfer cash between entities and across borders.

Fluctuations in exchange rates could result in foreign currency exchange losses.

Because  majority  of  our  revenues  and  expenditures  are  denominated  in  Renminbi,  fluctuations  in  the  exchange  rate  between  U.S.  dollar  and
Renminbi will affect our balance sheet and earnings per share in U.S. dollars. In addition, appreciation or depreciation in value of the Renminbi relative to
the U.S. dollar would affect our financial results reported in U.S. dollar terms without giving effect to any underlying change in our business or results of
operations. Fluctuations in exchange rate will also affect the relative value of any dividends we issue that are exchanged into U.S. dollars and the earnings
from and the value of any U.S. dollar-denominated investments we make in the future.

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The value of the Renminbi against the U.S. dollar and other currencies is affected by, among other things, changes in China’s political and economic
conditions and China’s foreign exchange policies. It is difficult to predict how economic conditions, or PRC or U.S. government policy, in particular, the
outbreak  of  trade  war  between  PRC  and  U.S.  and  the  imposition  of  additional  tariffs  on  goods  sold  to  each  other  beginning  in  2018,  may  impact  the
exchange rate between the Renminbi and the U.S. dollar in the future. The People’s Bank of China regularly intervenes in the foreign exchange market to
limit fluctuations in Renminbi exchange rates and achieve policy goals. Very limited hedging transactions are available in China to reduce our exposure to
exchange rate fluctuations. To date, we have not entered into any hedging transactions in an effort to reduce our exposure to foreign currency exchange
risk. While we may decide to enter into hedging transactions in the future, the availability and effectiveness of these hedging transactions may be limited,
and  we  may  not  be  able  to  successfully  hedge  our  exposure  at  all.  In  addition,  our  currency  exchange  losses  may  be  magnified  by  Chinese  exchange
control regulations that restrict our ability to convert Renminbi into foreign currency.

The outbreak of COVID-19 and any future outbreak of severe acute respiratory syndrome, avian flu or coronavirus in China, or similar adverse

public health developments, may disrupt our business and operations and adversely affect our financial results.

Our financial results, business and operations could be materially and adversely affected by the outbreak of COVID-19, avian influenza, severe acute
respiratory syndrome, or SARS, or other similar adverse public health developments. In recent years, there have been reports on the occurrences of avian
influenza in various parts of China and neighboring countries, including confirmed human cases.

In January 2020, there was an outbreak of respiratory disease caused by COVID-19 pandemic, which expanded widely within China and globally.
On January 30, 2020, the World Health Organization reportedly declared this COVID-19 outbreak a health emergency of international concern. In March
2020, the World Health Organization declared the COVID-19 a pandemic. Since the COVID-19 outbreak, the PRC government had imposed various strict
measures with the aim to contain the virus including, but not limited to, travel restrictions, mandatory quarantine requirements, and postponed resumption
of business operations. The outbreak of COVID-19 has adversely affected our business operations in certain aspects. For example, after the outbreak of
COVID-19, our training centers were mostly closed down from February 2020 to May 2020 as required by local regulatory authorities. After the COVID-
19 pandemic was gradually under control and following the directives of local governments, most of our training centers progressively resumed operation
by June 2020. However, as the COVID-19 pandemic continued to evolve, restrictions were  re-imposed  from  time  to  time  thereafter  in  certain  cities  to
combat local sporadic outbreaks. Variations of the COVID-19 virus, including notably the Omicron variant, caused new outbreaks in China and across the
world. Since the beginning of 2022, the resurgence of COVID-19 in China resulted in city-wide lockdowns in a number of Chinese cities with heightened
prevention measures adopted across China to curb the outbreak and we also experienced temporary close-down of our training centers in several cities
from  time  to  time  in  response  to  such  local  sporadic  outbreaks. As  a  response  to  the  situation,  we  have  implemented  certain  practical  plans,  including
converting some of our offline courses to online courses and delivering them to students through third-party platforms since February 2020, and adopting
a written policy to guide our and the VIE’s employees in response to the outbreak of COVID-19 in January 2020.

Additionally, during the COVID-19 pandemic, a number of countries and territories have implemented quarantining policies and travel restrictions
from and to seriously affected cities or areas. Those measures, though temporary in nature, may continue and increase depending on developments in the
coronavirus outbreak. In the first half year of 2020, although our students with any on-campus training have been given the option to take their classes
online since the COVID-19 outbreak, some of them prefer the traditional classroom format and have postponed their training, which have adverse impact
on our revenues to be recognized from portfolio training services, and enrollment from offline training centers have also been adversely affected due to the
aforementioned temporary closure of training centers. Such impact was progressively mitigated after the COVID-19 pandemic was gradually under control
in  the  second  half  year  of  2020.  In  addition,  our  ability  to  deliver  our  overseas  related  travel  services  has  adversely  impacted  since  the  outbreak  of
COVID-19. Some students have delayed or cancelled their overseas study or travel plans due to these restrictive measures or safety considerations, and
thus the demand for our services, especially demand for our overseas related travel services and overseas study counselling services decreased, which has
adversely affected our business, financial performance and results of operations.

With the development of the ever-changing situation, the governments of different countries, including China, are constantly adjusting their attitudes
and policies towards the COVID-19. In late 2022, the Chinese government relaxed COVID-19 control policies, as a result of which, although the number
of confirmed cases in China surged in a short time, businesses in China, including us, are gradually returning to normal. However, we are uncertain as to
when the outbreak of COVID-19 will be completely controlled in China and globally, and resurgence of the COVID-19 pandemic and any other adverse
public health developments may result in the possibility of the closure of our training centers or our offices again while we remain obligated to pay rent
and  other  expenses  for  these  facilities,  the  quarantining  of  infected  or  potentially  infected  students,  teachers,  or  employees  and  the  disinfection  of  the
affected properties along with the temporary suspension of our operations, or the cancellation or deferments of student enrollment to avoid the spread of
disease. We are closely monitoring the development of the COVID-19 pandemic and continuously evaluating any further potential impact on our business,
results of operations and financial condition, which we believe will depend on the duration and degree of the pandemic. If the outbreak persists or escalates
without being effectively controlled in the future, our business operations and financial performance may be materially and adversely affected as a result
of various factors, such as changes in general economic outlook, slowdowns in economic growth and negative business sentiment, and measures taken by
government authorities which may restrict our operations in China and abroad.

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Our business, financial performance and results of operations may be adversely affected by deterioration of the relation between China and the

United States.

Recent  international  trade  disputes,  including  those  between  the  United  States  and  China,  and  the  uncertainty  created  by  these  disputes  could
seriously  destabilize  the  global  and  Chinese  economies,  which  could  be  detrimental  to  our  business. Any  escalation  of  existing  trade  tensions  or  the
emergence of a trade war, or news and rumors of a potential trade war escalation, could affect consumer confidence, which could adversely affect our
business, results of operations and ultimately the trading price of our ADSs.

As a result of the outbreak of COVID-19, the passage of Hong Kong national security legislation by the NPC, the imposition of sanctions by the U.S.
Treasury Department on certain officials of the Hong Kong Special Administrative Region and China’s central government, an executive order issued by
the prior president of the United States in August 2020 prohibiting certain transactions with ByteDance Ltd. and Tencent Holdings Ltd. and the respective
subsidiaries  of  these  companies,  and  China’s  Ministry  of  Commerce  released  Provisions  on  the  Unreliable  Entity  List  in  response  to  United  States
sanctions,  political  tensions  between  the  United  States  and  China  have  escalated.  An  increase  in  political  tensions  could  reduce  the  level  of  trade,
investment, technology exchanges and other economic activity between the two major economies, which would have a material adverse effect on global
economic  conditions  and  the  stability  of  global  financial  markets. Any  of  these  factors  could  have  a  material  adverse  effect  on  our  business,  financial
performance and results of operations. Such tense relation may also discourage students from studying in the United States or make it more difficult for
Chinese students to obtain visas to study in the United States, as well as discourage U.S. persons and organizations to work for, provide services to or
cooperate with Chinese companies, which could make it difficult for us and the VIE to hire or retain qualified personnel and find suitable partners for our
business. The regulations adopted by either government of United States or China could negatively affect certain investors’ willingness to invest in or hold
our ADSs, consequently may have a negative influence on the trading price of our ADSs. If any such deliberations or policies were to materialize, there
might also be material adverse effect on the stock performance of China-based companies listed in the United States.

Risks Relating to Our Corporate Structure

The  Company  is  not  a  Chinese  operating  company  but  a  Cayman  Islands  holding  company  primarily  operating  in  China  through  its  PRC
subsidiaries  and  may  conduct  business  through  the  VIE  in  the  future.  Investors  purchasing  our  ADSs  are  not  purchasing,  and  may  never  directly
hold,  equity  interests  in  the  VIE.  There  are  substantial  uncertainties  regarding  the  interpretation  and  application  of  current  and  future  PRC  laws,
regulations, and rules relating to such agreements, including potential future actions by the PRC government, which could affect the enforceability of
our contractual arrangements with the VIE, and consequently, significantly affect our financial condition and results of operations.

The Company is not a Chinese operating company but a Cayman Islands holding company with operations primarily conducted through its PRC
subsidiary Huanqiuyimeng and its subsidiaries. 69.04% of the equity interests of Huanqiuyimeng is indirectly owned by the Company through a wholly
owned subsidiary and 30.96% of the equity interests of Huanqiuyimeng is owned by the VIE. As we are currently expanding our online courses and other
services, for which an ICP license may be required under PRC law, we may elect to provide such services through the VIE in the future if and to the extent
that an ICP license or any other license or permission not available for foreign-invested companies is required.

The VIE is 90% owned by Mr. Xiaofeng Ma, our Chairman of the Board of Directors and Chief Executive Officer, and 10% owned by Mr. Jun
Zhang, our President and director. Mr. Ma and Mr. Zhang are PRC citizens. We entered into a series of contractual arrangements with the VIE and its
shareholders, which enable us to:

•

•

•

  exercise all rights of shareholders of the VIE;

  exclusively provide specified technical and consulting services to the VIE and receive consulting fees from the VIE; and

  have an exclusive option to purchase all or part of the equity interests in the VIE when and to the extent permitted by PRC law.

Pursuant to such contractual arrangements, the Company has power to direct activities of the VIE through the WFOE, and consolidates the VIE into
its  consolidated  financial  statements  under  U.S.  GAAP.  For  a  detailed  discussion  of  these  contractual  arrangements,  see  “Item  4.A.  History  and
Development of the Company — Contractual Arrangements with the VIE.”

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In the opinion of Jincheng Tongda & Neal Law Firm, our PRC legal counsel, the abovementioned contractual arrangements are legally binding and
enforceable  and  do  not  violate  current  PRC  laws  and  regulations.  However,  such  contractual  arrangements  have  not  been  tested  in  a  court  of  law,  and
uncertainties  in  the  PRC  legal  system  could  limit  our  ability  to  enforce  the  contractual  arrangements,  and  we  cannot  assure  that  the  PRC  regulatory
authorities will not ultimately take a contrary view to our opinion. If our current ownership structure and contractual arrangements with the VIE are found
to be in violation of any existing or future PRC laws and regulations, the PRC government could:

•

•

•

•

•

•

•

•

  revoke our and the VIE’s business and operating licenses;

  levy fines on us and the VIE;

  confiscate any of our and the VIE’s income that they deem to be obtained through illegal operations;

  shut down a portion or all of our or the VIE’s servers or block a portion or all of our or the VIE’s websites;

  discontinue or restrict our and the VIE’s operations in China;

  impose conditions or requirements with which we and the VIE may not be able to comply;

  require us and the VIE to restructure its corporate and contractual structure; and

  take other regulatory or enforcement actions that could be harmful to our and the VIE’s business.

In addition, these contractual arrangements may not be as effective as direct ownership in providing us with operational control over the VIE. See
“— Risks Relating to Our Corporate Structure — We rely on contractual arrangements with the VIE and its shareholders to consolidate the VIE, which
may not be as effective in providing operational control as direct ownership, and the VIE’s shareholders may fail to perform their obligations under the
contractual arrangements.” In the event we are unable to enforce these contractual arrangements or we experience significant delays or other obstacles in
the process of enforcing these contractual arrangements, we may not be able to exert effective control over the VIE and may lose control over the assets
owned by the VIE for accounting purposes. Our financial performance may be adversely and materially affected as a result and we may not be eligible to
consolidate the financial results of the VIE into the Company’s consolidated financial results.

We  rely  on  contractual  arrangements  with  the  VIE  and  its  shareholders  to  consolidate  the  VIE,  which  may  not  be  as  effective  in  providing

operational control as direct ownership, and the VIE’s shareholders may fail to perform their obligations under the contractual arrangements.

We rely on the contractual arrangements with the VIE and its shareholders to consolidate the VIE. Pursuant to the contractual arrangements, the
Company has the power to direct activities of the VIE through the WFOE, and consolidates the VIE into its consolidated financial statements under U.S.
GAAP.

Although we have been advised by our PRC legal counsel, that our contractual arrangements constitute valid and binding obligations enforceable
against each party of such agreements in accordance with their terms, the contractual arrangements may not be as effective in providing operational control
over the VIE as direct ownership. If we had direct ownership of the VIE, we would be able to exercise our rights as a shareholder to vote with respect to
matters  subject  to  shareholder  approval  and  also  to  effect  changes  in  the  VIE’s  board  of  directors,  which  in  turn  could  effect  changes,  subject  to  any
applicable fiduciary obligations, at the management level.

However,  under  the  current  contractual  arrangements,  we  rely  on  the  performance  by  the  VIE  and  its  shareholders  of  their  obligations  under  the
contracts to exercise control over the VIE for accounting purpose. The shareholders of the VIE may not act in the best interests of the Company or may not
perform their obligations under these contracts. Such risks exist throughout the period in which we intend to operate our business through the contractual
arrangements  with  the  VIE.  If  the  VIE  or  its  shareholders  fail  to  perform  their  obligations  under  our  contractual  arrangements,  we  may  have  to  incur
substantial costs and expend additional resources to enforce such arrangements. For example, if the shareholders of the VIE were to refuse to transfer their
equity interest in the VIE to us or our designee when we exercise the purchase option pursuant to these contractual arrangements, or if they were otherwise
to  act  in  bad  faith  toward  us,  we  may  have  to  take  legal  actions  to  compel  them  to  perform  their  contractual  obligations.  All  of  these  contractual
arrangements are governed by and interpreted in accordance with PRC laws, and disputes arising from these contractual arrangements will be resolved
through arbitration or litigation in the PRC. However, the legal system in the PRC is not as developed as in other jurisdictions, such as the United States.
See “— Risks Relating to Doing Business in the People’s Republic of China — The PRC legal system has inherent uncertainties that could limit the legal
protections available to you and us and the VIE, and rules and regulations in China can change quickly with little advance notice.” Meanwhile, there are
very  few  precedents  and  little  formal  guidance  as  to  how  contractual  arrangements  in  the  context  of  a  variable  interest  entity  should  be  interpreted  or
enforced under PRC law, and as a result it may be difficult to predict how an arbitration panel would view such contractual arrangements. As a result,
uncertainties in the PRC legal system could limit our ability to enforce these contractual arrangements. Additionally, under PRC law, rulings by arbitrators
are final, parties cannot appeal the arbitration results in courts, and if the losing parties fail to carry out the arbitration awards within a prescribed time limit,
the  prevailing  parties  may  only  enforce  the  arbitration  awards  in  PRC  courts  through  arbitration  award  recognition  proceedings,  which  would  require
additional  expenses  and  delay.  Therefore,  our  contractual  arrangements  with  the  VIE  may  not  be  as  effective  in  ensuring  our  control  over  the  VIE  for
accounting  purpose  as  direct  ownership  would  be.  In  the  event  we  are  unable  to  enforce  our  contractual  arrangements,  we  may  not  be  able  to  exert
effective  control  over  the  VIE  for  accounting  purpose,  and  we  may  not  be  eligible  to  consolidate  the  financial  results  of  the  VIE  into  the  Company’s
consolidated financial results.

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The shareholders of the VIE may have conflicts of interest with us, which may materially and adversely affect our business. The shareholders of
the VIE may breach, or cause the VIE to breach, or refuse to renew, the existing contractual arrangements we have with them and the VIE, which
would have a material adverse effect on our ability to effectively direct activities of the VIE and receive economic benefits from the VIE. If we cannot
resolve  any  conflict  of  interest  or  dispute  between  us  and  these  shareholders,  we  would  have  to  rely  on  legal  proceedings,  which  could  result  in
disruption of our business and subject us to substantial uncertainty as to the outcome of any such legal proceedings.

Mr. Xiaofeng Ma and Mr. Jun Zhang are the shareholders of the VIE. Mr. Xiaofeng Ma is our Chairman and Chief Executive Officer, and Mr. Jun
Zhang is our President. The shareholders of the VIE may have potential conflicts of interest with us. These shareholders may breach, or cause the VIE to
breach,  or  refuse  to  renew,  the  existing  contractual  arrangements  we  have  with  them,  and  which  would  materially  and  adversely  affect  our  ability  to
effectively control the VIE, and hence enjoy substantially all the economic benefits received by the VIE. For example, the shareholders may cause our
agreements with the VIE to not be performed or be performed in a manner adverse to us by, among other things, failing to remit payments due to us under
the contractual arrangements on a timely basis. We cannot assure you that when conflicts of interest arise, either of these shareholders will act in the best
interests of our company or that such conflicts will be resolved in our favor.

Currently, we do not have any arrangements to address potential conflicts of interest between these shareholders and our company. Mr. Xiaofeng Ma
is also the Chairman of the Board of Directors and Chief Executive Officer of the Company and Mr. Jun Zhang is also one of the directors and President of
our  Company.  We  rely  on  Mr.  Ma  and  Mr.  Zhang  to  abide  by  the  laws  of  the  Cayman  Islands  and  China,  where  directors  owe  fiduciary  duties  to  the
company that requires them to act in good faith and in what they believe to be the best interests of the company and not to use their positions for personal
gain. If we cannot resolve any conflicts of interest or dispute between us and the shareholders of the VIE, we would have to rely on legal proceedings,
which could result in the disruption of our business and subject us to substantial uncertainty as to the outcome of any such legal proceedings.

Contractual arrangements relating to the VIE may be subject to scrutiny by the PRC tax authorities, and they may determine that we or the VIE

owe additional taxes, which could negatively affect our financial condition and the value of your investment.

Under applicable PRC laws and regulations, arrangements and transactions among related parties may be subject to audit or challenge by the PRC
tax authorities. We could face material and adverse tax consequences if the PRC tax authorities determine that the contractual arrangements among the
WFOE, the VIE and the VIE’s shareholders were not entered into on an arm’s length basis and in such a way as to result in an impermissible reduction in
taxes under applicable PRC laws, rules and regulations, and to adjust the VIE’s income in the form of a transfer pricing adjustment. A transfer pricing
adjustment could, among other things, result in a reduction of expense deductions recorded by the VIE for PRC tax purposes, which could in turn increase
tax liabilities. In addition to a transfer pricing adjustment, the PRC tax authorities may also enquire about the substance of the consulting fee to be paid to
the WFOE pursuant to applicable PRC laws. If the consulting fees do not have business substance or are not authentic, they may not be deductible and
may result in additional tax liability to the VIE.

Moreover, the PRC tax authorities may impose punitive interest on the VIE for adjusted taxes according to the applicable regulations. Our financial

position could be materially and adversely affected if the VIE’s tax liabilities increase or if they are required to pay punitive interest.

Economic substance legislation of the Cayman Islands may impact us and our operations.

Pursuant to the International Tax Cooperation (Economic Substance) Act (2021 Revision) of the Cayman Islands, or the ES Act, a “relevant entity”
carrying on a relevant activity is required to satisfy the economic substance test set out in the ES Act. A “relevant entity” includes an exempted company
incorporated in the Cayman Islands as is ATA Creativity Global. Based on the current interpretation of the ES Act, we believe that our company, ATA
Creativity Global, is a pure equity holding company since it only holds equity participation in other entities and only earns dividends and capital gains.
Accordingly,  for  so  long  as  our  company, ATA  Creativity  Global,  is  a  “pure  equity  holding  company,”  it  is  only  subject  to  the  minimum  substance
requirements, which require us to (i) comply with all applicable filing requirements under the Companies Act, Cap. 22 (Law 3 of 1961, as consolidated
and  revised)  of  the  Cayman  Islands,  or  the  Companies Act;  and  (ii)  have  adequate  human  resources  and  adequate  premises  in  the  Cayman  Islands  for
holding and managing equity participations in other entities. However, there can be no assurance that ATA Creativity Global will not be subject to more
requirements  under  the  ES Act. Although  it  is  presently  anticipated  that  the  ES Act  will  have  little  material  impact  on  us  and  our  operations,  as  the
legislation remains subject to further clarification and interpretation, it is not currently possible to ascertain the precise impact of such legislation on us and
our operations.

The custodians or authorized users of our controlling non-tangible assets, including chops and seals, may fail to fulfill their responsibilities, or

misappropriate or misuse these assets.

Under the PRC law, legal documents for corporate transactions, including agreements and contracts such as the leases and business contracts, are
executed  using  the  chop  or  seal  of  the  signing  entity  or  with  the  signature  of  a  legal  representative,  whose  designation  is  registered  and  filed  with  the
relevant local branch of the market supervision administration.

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For the purpose of maintaining the security of our chops and the chops of our PRC subsidiaries and the VIE, we have established internal control
procedures and rules for using these chops and seals and we generally store these items in secured locations accessible only by the authorized personnel of
each of our PRC subsidiary and the VIE. Even with all procedures aforementioned, we cannot guarantee that such procedures will prevent all instances of
abuse or negligence. If any of our authorized personnel misuses or misappropriates the chops or seals of our PRC subsidiaries and the VIE, or such chops
or seals are not kept safely, stolen or otherwise used by unauthorized persons or for unauthorized purposes, it would be difficult to maintain control over
the relevant entities and experience significant disruption to our and the VIE’s business operations. If a designated legal representative obtains control of
the chops in an effort to obtain control over any of our PRC subsidiaries or the VIE, we may need to take legal actions as well as pass new resolutions to
regain control of those companies. In addition, there is a risk that we may not be able to recover corporate assets that are sold or transferred out of our
control in the event of such a misappropriation if a bona fide third party relies on the apparent authority of the representative.

Risks Relating to Our ADSs

Our ADS prices and the ADS or stock prices of other educational services providers with business operations primarily in China have fluctuated

widely in recent years, which fluctuations could result in substantial losses to investors.

The trading prices of our ADSs are volatile, and this volatility may continue. For instance, between January 1, 2022 and December 31, 2022, our
ADS prices as reported on Nasdaq ranged between a low of $0.8797 and a high of $2.94. Numerous factors that are beyond our control may cause the
market  price  of  our ADSs  to  fluctuate  significantly.  In  particular,  the  performance  and  fluctuation  of  the  market  prices  of  other  educational  services
providers with business operations mainly in China that have listed their securities in the United States may affect the volatility in the price of and trading
volumes  for  our ADSs.  The  trading  performance  of  these  Chinese  companies’  securities  at  the  time  of  or  after  their  offerings  may  affect  the  overall
investor sentiment towards Chinese companies listed in the United States and consequently may impact the trading performance of our ADSs. These broad
market and industry factors may significantly affect the market price and volatility of our ADSs, regardless of our actual operating performance.

In addition to market and industry factors, the price and trading volume for our ADSs may be highly volatile for specific business reasons. Factors
such as variations in our revenues, earnings and cash flow, announcements of new investments, cooperation arrangements or acquisitions, and fluctuations
in market prices for our services could cause the market price of our ADSs to change substantially. Any of these factors may result in large and sudden
changes in the volume and price at which our ADSs will trade. We cannot give any assurance that these factors will not occur in the future.

Techniques employed by short sellers may drive down the market price of our ADSs.

Public companies listed in the United States that conduct most of their business in China have been the subject of short selling. Short selling refers to
the sale of securities that the seller does not own, but rather has borrowed from a third party with the intent of buying back the same securities at a later
date to pay back to the lender. The short seller expects to profit from the decline in the value of the security between the sale of the borrowed security and
the  purchase  of  the  replacement  security,  because  the  short  seller  expects  to  pay  less  when  he  or  she  purchases  than  when  he  or  she  sells.  In  the  short
seller’s interest in the falling price of the security, many short sellers publish, or arrange to publish, negative opinions about the issuer and its business
prospects after short selling the security in order to create negative market momentum and generate profits for themselves. In the past, these attacks from
short sellers have led to a market sell-off of stocks. Much of the scrutiny and negative coverage has focused on allegations of a lack of effective internal
controls over financial reporting, which have resulted in financial and accounting irregularities and mistakes, inadequate corporate governance policies or
failure to comply with those policies, and in many cases, allegations of fraud. As a result, many of these companies are currently conducting internal and
external investigations into these allegations and have been subject to shareholder litigations and/or SEC enforcement actions in the interim.

We may be the subject of adverse allegations from short sellers in the future. Any such allegation may be accompanied by periods of instability in
the market price of our ADSs. If we become the subject of any adverse allegation, whether proven to be true or not, we may need to expend significant
resources  to  investigate  the  allegation  and/or  defend  ourselves.  While  we  will  vigorously  defend  ourselves  against  any  such  attack  by  short  sellers,  the
manner in which we bring a lawsuit against the relevant short sellers may be limited by free speech principles, applicable federal or state laws, or trade
secret  issues.  This  situation  can  be  costly  and  time  consuming  and  may  divert  our  management’s  attention  from  growing  our  business.  Even  if  such
allegations ultimately prove unfounded, the allegations against us could have a material impact on our business operations and shareholders’ equity, and
the value of any investment in our ADSs could be substantially diminished.

Although publicly traded, the trading market in our ADSs has been substantially less liquid than the ADSs or stock of many companies quoted

on Nasdaq, and this low trading volume may adversely affect the price of our ADSs.

Although our ADSs are traded on Nasdaq, the trading volume of our ADSs has generally been very low. Reported average daily trading volume of
our ADSs for the three-month period ended March 31, 2023 was approximately 35,296 ADSs. Limited trading volume will subject our ADSs to greater
price volatility and may make it difficult for our shareholders to sell their ADSs at a price that is attractive to them, if at all.

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The sale or availability for sale of substantial amounts of our ADSs could adversely affect their market price.

Sales of substantial amounts of our ADSs in the public market or the perception that these sales could occur, could adversely affect the market price

of our ADSs and could materially impair our future ability to raise capital through offerings of our ADSs.

As  of April  6,  2023,  there  were  63.2  million  common  shares  outstanding.  In  addition,  there  were  issued  options  to  purchase  an  aggregate  of
2,569,636 common shares, including options to purchase an aggregate of 1,226,742 common shares immediately exercisable as of April 6, 2023. All of
the ADSs sold in our initial public offering are freely tradable without restriction or further registration under the U.S. Securities Act of 1933, as amended,
or the Securities Act, unless held by our “affiliates” as that term is defined in Rule 144 under the Securities Act. If ADSs representing the shares held by
our affiliates or that were privately placed are registered for resale or sold in compliance with Rule 144, such sales or the perception of the possibility of
such sales may depress the trading prices of our ADSs. In addition, the common shares subject to options for the purchase of our common shares will
become eligible for sale in the public market to the extent permitted by the provisions of various vesting agreements, and Rules 144 and 701 under the
Securities Act. If these additional shares are sold, or if it is perceived that they will be sold in the public market as ADSs, the trading price of our ADSs
could decline.

The  Company  previously  failed  to  comply  with  Nasdaq’s  minimum  bid  price  requirement  and  although  the  Company  regained  compliance
within the grace period, the Company may fail to comply with Nasdaq’s minimum bid price requirement again or any other listing requirements, and
its shares may be delisted if the Company is unable to regain compliance with Nasdaq rules within the applicable grace periods.

On May 14, 2020, the Company received a notification letter (the “Notification Letter”) from The Nasdaq Capital Market advising us that for 30
consecutive business days preceding the date of the Notification Letter, the bid price of the Company’s ADSs had closed below the minimum $1.00 per
ADS required for continued listing under Nasdaq Listing Rule 5550(a)(2) (the “Minimum Bid Price Rule”). The Company was provided 180 calendar days
to regain compliance with the Minimum Bid Price Rule. On July 9, 2020, the Company was informed by Nasdaq that the Company regained compliance
with the minimum bid price requirement under the Minimum Bid Price Rule as a result of the closing bid price of our ADSs having been at $1.00 per ADS
or greater for at least 10 consecutive business days from June 22, 2020 to July 6, 2020.

However,  it  is  possible  that  the  Company  may  fail  to  comply  with  the  continued  listing  requirement  of  the  Nasdaq  Marketplace  Rule  5550(a)(2)
again or any other listing requirements. If so, Nasdaq may delist its shares if the Company cannot regain compliance timely, even though the Company
may still trade its shares over the Over-the-Counter Bulletin Board (OTCBB) or the pink sheets system.

A significant percentage of our outstanding common shares are held by a small number of our existing shareholders, and these shareholders

may have significant influence on us and our corporate actions by virtue of the size of their shareholdings relative to our public shareholders.

One of our existing shareholders, Mr. Xiaofeng Ma, beneficially owns approximately 39.8% of our outstanding common shares as of April 6, 2023.
Accordingly, Mr. Ma has had, and may continue to have, significant influence in determining the outcome of any corporate transaction or other matter
submitted to the shareholders for approval, including mergers, consolidations and the sale of all or substantially all of our assets, the election of directors
and other significant corporate actions. In addition, without the consent of Mr. Ma, we could be prevented from entering into transactions that could be
beneficial to us.

In addition, as of the date of this annual report, Mr. Xiaofeng Ma owns substantial equity interest in ATA Online. Mr. Xiaofeng Ma also acts as the
chairman of the board of directors of ATA Online. A potential conflict of interest may exist as the businesses of ATA Online may require the time and
attention of Mr. Xiaofeng Ma and, as a result, his interest may not be well aligned with the interest of our shareholders.

Anti-takeover provisions in our organizational documents may discourage our acquisition by a third party, which could limit your opportunity to

sell your shares at a premium.

Our fourth amended and restated memorandum and articles of association include provisions that could limit the ability of others to acquire control

of us, modify our structure or cause us to engage in change of control transactions, including, among other things, the following:

•

•

  provisions that provide for a staggered board which operates to prevent a third party from obtaining control of our board in a relatively short
period of time because at least two annual shareholders’ meetings, instead of one, would generally be required to effect a change in majority
of the board;

  provisions  that  restrict  the  ability  of  our  shareholders  to  call  meetings  and  to  propose  special  matters  for  consideration  at  shareholder

meetings; and

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•

  provisions that authorize our board of directors, without action by our shareholders, to issue preferred shares and to issue additional common

shares, including common shares represented by ADSs.

These  provisions  could  have  the  effect  of  depriving  you  of  an  opportunity  to  sell  your ADSs  at  a  premium  over  prevailing  market  prices  by

discouraging third parties from seeking to acquire control of us in a tender offer or similar transactions.

The  voting  rights  of  holders  of  ADSs  must  be  exercised  in  accordance  with  the  terms  of  the  deposit  agreement,  the  American  Depositary
Receipts, or ADRs, and the procedures established by the depositary. The process of voting through the depositary may involve delays that limit the
time available to you to consider proposed shareholders’ actions and also may restrict your ability to subsequently revise your voting instructions.

A holder of ADSs may exercise its voting rights with respect to the underlying common shares only in accordance with the provisions of the deposit
agreement and the ADRs. We do not recognize holders of ADSs representing our  common  shares  as  our  shareholders;  instead,  we  recognize  the ADS
depositary as our shareholder.

When  the  depositary  receives  notice  of  a  shareholders’  meeting  from  us,  it  will  distribute  the  information  in  the  meeting  notice  and  any  proxy
solicitation  materials  to  you.  The  depositary  will  determine  the  record  date  for  distributing  these  materials,  and  only ADS  holders  registered  with  the
depositary on that record date will, subject to applicable laws, be entitled to instruct the depositary to vote the underlying common shares. The depositary
will also determine and inform you of the manner for you to give your voting instructions, including instructions to give discretionary proxies to a person
designated by us. Upon the receipt of voting instructions of a holder of ADSs, if voting is by poll, the depositary will endeavor to vote the underlying
common shares in accordance with these instructions, if voting is by show of hands, the depositary will vote the underlying common shares in accordance
with  these  instructions  received  from  a  majority  of  holders  of  ADSs  who  provide  voting  instructions.  You  may  not  receive  sufficient  notice  of  a
shareholder  meeting  for  you  to  withdraw  your  common  shares  and  cast  your  vote  with  respect  to  any  proposed  resolution  as  a  holder  of  our  common
shares. In addition, the depositary and its agents may not be able to send materials relating to the meeting and voting instruction forms to you, or to carry
out your voting instructions, in a timely manner. We cannot assure you that you will receive the voting materials in time to ensure that you can instruct the
depositary to vote your shares. The additional time required for the depositary to receive from us and distribute to you meeting notices and materials, and
for you to give voting instructions to the depositary with respect to the underlying common shares, will result in your having less time to consider meeting
notices and materials than holders of common shares who receive such notices and materials directly from us and who vote their common shares directly.
If you have given your voting instructions to the depositary and subsequently decide to change those instructions, you may not be able to do so in time for
the depositary to vote in accordance with your revised instructions. The depositary and its agents will not be responsible for any failure to carry out any
instructions to vote, for the manner in which any vote is cast or for the effect of any such vote.

Except  in  limited  circumstances,  the  depositary  for  our  ADSs  will  give  us  a  discretionary  proxy  to  vote  our  common  shares  underlying  your

ADSs if you do not vote at shareholders’ meetings, which could adversely affect your interests.

Under the deposit agreement for the ADSs, the depositary will give us a discretionary proxy to vote our common shares underlying your ADSs at

shareholders’ meetings if you do not vote, unless we notify the depositary that:

•

•

•

  we do not wish to receive a discretionary proxy;

  we think there is substantial shareholder opposition to the particular question; or

  we think the subject of the particular question would have a material adverse impact on our shareholders.

The effect of this discretionary proxy is that, absent the situations described above, you cannot prevent our common shares underlying your ADSs
from being voted and it may make it more difficult for shareholders to influence the management of our company. Holders of our common shares are not
subject to this discretionary proxy.

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You  may  not  receive  distributions  on  our  common  shares  or  any  value  for  them  if  such  distribution  is  illegal  or  if  any  required  government

approval cannot be obtained in order to make such distribution available to you.

The  depositary  of  our ADSs  has  agreed  to  pay  to  you  the  cash  dividends  or  other  distributions  it  or  the  custodian  for  our ADSs  receives  on  our
common shares or other deposited securities after deducting its fees and expenses. You will receive these distributions in proportion to the number of our
common shares your ADSs represent. However, the depositary is not responsible to make a distribution available to any holders of ADSs if it decides that it
is  unlawful  to  make  such  distribution.  For  example,  it  would  be  unlawful  to  make  a  distribution  to  a  holder  of ADSs  if  it  consisted  of  securities  that
required registration under the Securities Act but that were not properly registered or distributed pursuant to an applicable exemption from registration.
The depositary is not responsible for making a distribution available to any holders of ADSs if any government approval or registration required for such
distribution cannot be obtained after reasonable efforts made by the depositary. We have no obligation to take any other action to permit the distribution of
our ADSs, common shares, rights or anything else to holders of our ADSs. This means that you may not receive the distributions we make on our common
shares or any value for them if it is unlawful or unreasonable from a regulatory perspective for us to make them available to you. These restrictions may
have a material adverse effect on the value of your ADSs.

You may be subject to limitations on transfer of your ADSs.

Your ADSs represented by ADRs are transferable on the books of the depositary. However, the depositary may close its books at any time or from
time to time when it deems expedient in connection with the performance of its duties. The depositary may close its books from time to time for a number
of reasons, including in connection with corporate events such as a rights offering, during which time the depositary needs to maintain an exact number of
ADS  holders  on  its  books  for  a  specified  period.  The  depositary  may  also  close  its  books  in  emergencies,  and  on  weekends  and  public  holidays.  The
depositary may refuse to deliver, transfer or register transfers of our ADSs generally when the books of the depositary are closed, or at any time if we or
the depositary thinks it is advisable to do so because of any requirement of law or any government or government body, or under any provision of the
deposit agreement, or for any other reason.

The  Company  is  not  a  Chinese  operating  company  but  a  Cayman  Islands  company,  and  because  judicial  precedent  regarding  the  rights  of
shareholders is more limited under Cayman Islands law than under U.S. federal or state laws, you may have less protection of your shareholder rights
than you would under U.S. federal or state laws.

Our corporate affairs are governed by our fourth amended and restated memorandum and articles of association, the Cayman Islands Companies Act
and the common law of the Cayman Islands. The notice of registered office is a matter of public record. A list of the names of the current directors and
alternate directors (if applicable) are made available by the Registrar of Companies in the Cayman Islands for inspection by any person on payment of a
fee. The register of mortgages is open to inspection by creditors and members. Shareholders of Cayman Islands companies like us have no general rights
under the Cayman Islands law to inspect corporate records, or to obtain copies of lists of shareholders of these companies. Our directors have discretion
under our fourth amended and restated memorandum and articles of association to determine whether or not, and under what conditions, our corporate
records  may  be  inspected  by  our  shareholders,  but  are  not  obliged  to  make  them  available  to  our  shareholders. And  as  a  Cayman  Islands  exempted
company,  we  are  permitted  to  adopt  certain  home  country  practices  in  relation  to  corporate  governance  matters  that  differ  significantly  from  Nasdaq
corporate governance requirements, therefore, we may provide less protection to shareholders compared with U.S. domestic issuers.

The rights of shareholders to take action against the directors, actions by minority shareholders and the fiduciary responsibilities of our directors to
us  under  Cayman  Islands  law  are  to  a  large  extent  governed  by  the  common  law  of  the  Cayman  Islands.  The  common  law  of  the  Cayman  Islands  is
derived in part from comparatively limited judicial precedent in the Cayman Islands as well as from English common law, which has persuasive, but not
binding, authority on a court in the Cayman Islands. The rights of our shareholders and the fiduciary responsibilities of our directors under Cayman Islands
law are not as clearly established as they would be under statutes or judicial precedent in some jurisdictions in the United States. In particular, the Cayman
Islands has a less developed body of securities laws than the United States. In addition, some jurisdictions, such as Delaware, have more fully developed
and judicially interpreted bodies of corporate law than the Cayman Islands. As a result of all of the above, public shareholders may have more difficulty in
protecting their interests in the face of actions taken by management, members of the board of directors or controlling shareholders than they would as
public shareholders of a U.S. company.

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Certain judgments obtained against us, the VIE or our directors and executive officers by our shareholders may not be enforceable.

The  Company  is  not  a  Chinese  operating  company  but  a  Cayman  Islands  company  and  majority  of  our  assets  are  located  outside  of  the  United
States. Substantially all of our current operations are conducted in mainland China. Our directors and executive officers are located in mainland China or
Hong  Kong,  among  which,  Xiaofeng  Ma,  our  Chairman  of  the  board  of  directors  and  Chief  Executive  Officer,  Jun  Zhang,  our  President  and  director,
Zhilei Tong, our director, and Ruobai Sima, our Chief Financial Officer, are located in mainland China, and Andrew Yan, Hope Ni, and Alec Tsui, each a
director of ours, are located in Hong Kong. A substantial portion of the assets of these individuals are located outside the United States. As a result, it may
be difficult, impractical or impossible for you to effect service of process within the United States upon us, the VIE or our directors and executive officers,
or to bring an action under the civil liability provisions of the U.S. federal securities laws against us, the VIE or our directors and executive officers in the
United States in the event that you believe your rights have been infringed under the U.S. federal securities laws. Even if you are successful in bringing an
action  of  this  kind,  it  may  also  be  difficult,  impractical  or  impossible  for  you  to  enforce  judgments  obtained  in  U.S.  courts  based  on  the  civil  liability
provisions of the U.S. federal securities laws against us, the VIE and our directors and executive officers, none of whom is resident in the United States
and the majority of whose assets is located outside of the United States. In addition, there is uncertainty as to whether the courts of the Cayman Islands or
China would recognize or enforce judgments of U.S. courts against us, the VIE or our directors and executive officers predicated upon the civil liability
provisions of the securities laws of the United States or any state. In addition, there is uncertainty as to whether such Cayman Islands or Chinese courts
would be competent to hear original actions brought in the Cayman Islands or China against us, the VIE or our directors and executive officers predicated
upon the securities laws of the United States or any state. See “Item 3. Key Information — Enforceability of Civil Liabilities” for more detailed analysis on
the enforceability.

Your right to participate in any future rights offerings may be limited, which may cause dilution to your holdings.

We may from time to time distribute rights to our shareholders, including rights to acquire our securities. However, we cannot make rights available
to you in the United States unless we register the rights and the securities to which the rights relate under the Securities Act or an exemption from the
registration requirements is available. We are under no obligation to file a registration statement with respect to any such rights or securities or to endeavor
to  cause  such  a  registration  statement  to  be  declared  effective.  Moreover,  we  may  not  be  able  to  establish  an  exemption  from  registration  under  the
Securities Act. Accordingly, you may be unable to participate in our rights offerings and may experience dilution in your holdings.

We have been named as a defendant or interested third party in three lawsuits in connection with our sale of ATA Online Business, which could

have a material adverse impact on our business, financial condition, results of operation, cash flows and reputation.

Three  lawsuits  were  filed  in  connection  with  our  sale  of  the ATA  Online  Business,  the  details  of  which  are  described  in  “Item  8.A.  Financial
Information—Consolidated Statements and Other Financial Information—Legal Proceedings.” As of April 6, 2023, among these three lawsuits, one case
was dismissed by the relevant court but the plaintiffs have appealed such dismissal order and we are vigorously preparing to defend against such appeal,
and  the  other  two  cases  were  designated  to  be  heard  by  the  Second  International  Commercial  Court  of  the  Supreme  People’s  Court  but  have  not  been
heard yet. While we do not believe there are any merit to the plaintiffs’ allegations and intend to vigorously defend against these lawsuits, we are currently
unable to estimate the possible outcome of such lawsuits. In the event that our initial defense of the lawsuits is unsuccessful, there can be no assurance that
we will prevail in any appeal. Any adverse outcome could have a material adverse effect on our business, financial condition, results of operation, cash
flows  and  reputation.  The  litigation  process  may  utilize  a  significant  portion  of  our  resources  and  divert  management’s  attention  from  our  day-to-day
operations, either of which could harm our business. Also, the plaintiffs may revise their claims for damages related to these matters, we cannot predict the
impact of these damage claims on our business or financial results.

ITEM 4.

INFORMATION ON THE COMPANY

A. History and Development of the Company

Our predecessor company, American Testing Authority, Inc., a New York company, began operations in 1999, and in the same year established the
WFOE with a company name of ATA Testing Authority (Beijing) Limited as a wholly-owned subsidiary in China, which changed its company name to
ATA  Education  Technology  (Beijing)  Limited  on  February  18,  2019.  In  November  2001,  our  founders  established ATA  Testing Authority  (Holdings)
Limited, or ATA BVI, in the British Virgin Islands. In the following year, American Testing Authority, Inc. merged into ATA BVI and ATA BVI became
our holding company.

We  incorporated ATA  Inc.  in  the  Cayman  Islands  in  September  2006  as  our  listing  vehicle. ATA  Inc.  became  our  ultimate  holding  company  in
November 2006 when it issued shares to the existing shareholders of ATA BVI in exchange for all of the outstanding shares of ATA BVI. We completed
our initial public offering in 2008.

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In  February  2009,  we  acquired  the  entire  equity  of  Muhua  Shangce  Learning  Data  &  Technology  (Beijing)  Limited  (previously  named  Beijing
Jindixin  Software  Technology  Limited),  or  Muhua  Shangce,  a  company  initially  engaged  in  the  development  and  marketing  of  software  for  computer-
based tests and then focused on K-12 education assessment service. From 2017 and 2019, our equity interest in Muhua Shangce was reduced to 54.60%
due to certain external investment and share transfer, and in June 2021, we disposed of the entire 54.60% equity interest we held in Muhua Shangce to
focus our efforts on growing our core international education services business.

In  November  2013,  we  completed  the  acquisition  of  the  entire  equity  interest  of ACG  HK  (previously  named  Xing  Wei  Institute  (HongKong)
Limited),  a  private  education  technology  company  that  provides  training  solutions  as  well  as  online  and  mobile  training  platforms  for  corporations  in
China.  In  2022,  we  conducted  an  internal  restructuring  by  transferring  the  entire  equity  interest  we  directly  held  in ACG  HK  to  our  wholly  owned
subsidiary ACGIGL. As of the date of this annual report, ACG HK has not yet conducted any business.

In connection with the listing of our testing service business on the Chinese National Equities Exchange and Quotations (also known as the New

Third Board), we acquired the entire equity interest of ATA Online in May 2015. ATA Online operated computer-based testing services, online education
services  and  other  related  services,  which  historically  represented  our  principal  business  before  our  sale  of  ATA  Online.  On  August  16,  2018,  we
completed the sale of our equity interests in ATA Online. As a result of such sale, we no longer hold, directly or indirectly, any interest in ATA Online and
its subsidiaries. As of the date of this annual report, the sale of the ATA Online Business is being challenged by two shareholders, the details of which are
described in “Item 8.A. Financial Information—Consolidated Statements and Other Financial Information—Legal Proceedings.”

In March 2018, we established the VIE, a Chinese limited liability company, to preserve our flexibility to operate, invest in or hold businesses that

are restricted from receiving foreign investments.

In 2019, we completed the acquisition of 100% equity interests of Huanqiuyimeng, a leading provider of educational services for students in China
interested in applying for overseas art study. On September 13, 2019, we changed the name of our Cayman holding company from “ATA Inc.” to “ATA
Creativity  Global”  in  connection  with  the  Huanqiuyimeng Acquisition.  On  October  17,  2019,  we  changed  the  trading  symbol  for  our ADSs  listed  on
Nasdaq from “ATAI” to “AACG.”

In July 2022, we disposed of 70% equity interest held by us in Beijing Quanouyimeng Culture Transmission Co., Ltd., or Quanouyimeng, which
was  a  wholly  owned  subsidiary  of  Huanqiuyimeng  engaged  in  foreign  language  training  services,  to  focus  our  efforts  on  growing  our  core  art-related
international  education  services. After  the  disposition,  Quanouyimeng  became  a  minority  investment  of  us  and  the  financials  of  Quanouyimeng  was
subsequently deconsolidated.

In October 2022, we completed the acquisition of the remaining 40% equity interest in Sichuan Huanqiuyilian Education Consultation Co., Ltd., or
Sichuan  Huanqiuyilian,  in  which  we  held  60%  equity  interest  before  the  acquisition.  Sichuan  Huanqiuyilian  is  engaged  in  the  business  of  the  sale  and
delivery of portfolio training service and certain other educational services, as well as the promotion and sale of overseas study counselling service and
research-based learning service.

For an organizational structure of the Company, its subsidiaries and the VIE and a detailed description of the Company’s significant subsidiaries,

see “Item 3. Key Information — Our Corporate Structure.”

Corporate Information

The Company is a Cayman Islands exempted company limited by shares, operating under the Companies Act of the Cayman Islands. Our principal
executive offices are located at 1/F East Gate, Building No. 2, Jian Wai Soho, No. 39 Dong San Huan Zhong Road, Chao Yang District, Beijing, China,
and our telephone number is (86-10) 6518-1133. Our primary website address is http://www.atai.net.cn. The information on our websites do not form a
part of this annual report. On February 1, 2008, the Company completed the initial public offering, which involved the sale by the Company of 4,874,012
of our ADSs, representing 9,748,024 of the Company’s common shares. Our agent for service of process in the United States is CT Corporation System,
located  at  111  Eight Avenue,  New  York,  New  York  10011.  The  SEC  maintains  an  Internet  site  at  http://www.sec.gov  that  contains  electronic  reports,
proxy and information statements, and other information regarding us and other issuers that file electronically with the SEC. For information regarding our
principal capital expenditures, see “Item 5. Operating and Financial Review and Prospects—B. Liquidity and Capital Resources—Capital Expenditures.”

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Our Consolidated Variable Interest Entity

The VIE was established in March 2018 to preserve our flexibility to operate, invest in or hold businesses that are restricted from receiving foreign
investments. As of the date of this annual report, the VIE is not engaged in any business operations itself. Our primary business operations, including our
portfolio training business, research-based learning services, overseas study counselling services and other educational services, are conducted primarily
through our PRC subsidiary Huanqiuyimeng and its subsidiaries. 69.04% of the equity interests of Huanqiuyimeng is indirectly owned by the Company
through a wholly owned BVI holding company, and 30.96% equity interests of Huanqiuyimeng is owned by the VIE. Currently, the VIE also holds 70%
equity  interests  in  Beijing  Zhenwu,  a  PRC  company  newly  established  in August  2021  for  purposes  of  developing  and  marketing  our  project-based
learning services in form of short-term art courses but has no business operations as of the date of this annual report. Other than holding 30.96% equity
interests in Huanqiuyimeng and 70% equity interests in Beijing Zhenwu, the VIE also holds minority investments in two other PRC companies. As we are
currently expanding our online courses and other services, for which ICP license may be required under PRC law, we may elect to provide such services
through the VIE in the future if and to the extent that an ICP license or any other license or permission not available for foreign-invested companies is
required.

We, through the WFOE, entered into a series of contractual arrangements with the VIE and the shareholders of the VIE, which we refer to as the VIE
Agreements. As a result of the VIE Agreements, we have the power, through the WFOE, to direct activities of the VIE that most significantly impact the
economic performance of the VIE; and the obligation to absorb the losses and the right to receive benefits of the VIE that could potentially be significant
to the VIE. As such, we became the primary beneficiary of the VIE for accounting purposes and must consolidate the VIE under U.S. GAAP.

The VIE Agreements allow us to:

•

•

•

  exercise all rights of shareholders of the VIE;

  exclusively provide specified technical and consulting services to the VIE and receive consulting fees from the VIE; and

  have an exclusive option to purchase all or part of the equity interests in the VIE when and to the extent permitted by PRC law.

In the opinion of Jincheng Tongda & Neal Law Firm, our PRC legal counsel:

•

•

•

  the ownership structures of the VIE and our wholly owned subsidiaries in China are in compliance with existing published PRC laws and

regulations;

  our contractual arrangements among our wholly owned subsidiaries in China and the VIE and its shareholders, are valid and binding, will not
result in any material violation of published PRC laws or regulations currently in effect, and are enforceable in accordance with their terms
and conditions; and

  the business operations of our Company and all of our PRC subsidiaries, as described in this annual report, are in compliance with existing

published PRC laws and regulations in all material aspects.

However, operational control through these contractual arrangements may be less effective than direct ownership as the VIE’s shareholders may fail
to perform their obligations under the contractual arrangements and we could incur substantial costs in enforcing these contractual arrangements if we are
able to enforce these contractual arrangements at all. Our rights under the VIE Agreements have not been tested in a court of law, and we cannot assure
you that a court would enforce our contractual rights. In addition, there are substantial uncertainties regarding the interpretation and application of current
and future PRC laws, regulations, and rules relating to such contractual arrangements, including potential future actions by the PRC government, which
could affect the enforceability of our contractual arrangements with the VIE, and consequently, significantly affect our financial condition and results of
operations. If the PRC government finds such agreements non-compliant with relevant PRC laws, regulations, and rules, we could be subject to severe
penalties or be forced to relinquish our interests in the VIE or forfeit our rights under the contractual arrangements. See “Item 3.D. Risk Factors — Risks
Relating to our Corporate Structure.”

Contractual Arrangements with the VIE

The following is a summary of the currently effective VIE Agreements.

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Agreements that Allow Us to Exclusively Exercise All Rights of Shareholders of the VIE

Powers of Attorney. On March 15, 2018, Xiaofeng Ma and Haichang Xiong, both of which were the shareholders of the VIE, granted an irrevocable
power of attorney to the WFOE. On August 12, 2020, the power of attorney granted by Haichang Xiong to the WFOE terminated as a result of the equity
interest transfer by Haichang Xiong to Jun Zhang in the VIE. On the same day, Jun Zhang, as the new shareholder of the VIE, granted an irrevocable
power  of  attorney  to  the  WFOE  on  the  same  terms  as  the  power  of  attorney  previously  granted  by  Haichang  Xiong  to  the  WFOE.  Pursuant  to  the
irrevocable powers of attorney granted by Xiaofeng Ma and Jun Zhang to the WFOE, each of the shareholders of the VIE appointed the WFOE or any
eligible  person  designated  by  the  WFOE  as  his  attorney-in-fact  to  exercise  all  voting  rights  and  other  shareholder  rights  of  the  VIE,  including  but  not
limited  to  appointing  or  electing  their  directors  and  executive  officers.  The  person  designated  by  the  WFOE  is  entitled  to  sign  the  transfer  documents
necessary for the fulfillment of the exclusive technical consulting and services agreement and the call option and cooperation agreement, and to join the
liquidation group and participate in the liquidation of the VIE. The term of the powers of attorney shall be consistent with the terms of the equity interest
pledge agreements and call option and cooperation agreement and shall be extended along with the equity interest pledge agreements and call option and
cooperation agreement.

Agreements that Allow Us to Have Sole and Exclusive Rights to Provide Specified Technical and Consulting Services to the VIE and Receive

Certain Consulting Fees from the VIE

Exclusive Technical Consulting and Services Agreement. On March 15, 2018, the WFOE and the VIE entered into an exclusive technical consulting
and  services  agreement.  Pursuant  to  the  exclusive  technical  consulting  and  services  agreement,  the  WFOE  has  the  sole  and  exclusive  right  to  provide
specified technical and consulting services to the VIE. The WFOE and the VIE agreed that the intellectual property rights created by the WFOE in the
course  of  performing  this  agreement,  including  without  limitation  any  copyrights,  trademarks  or  logos,  registered  or  not,  patents  and  proprietary
technology, shall belong to the WFOE. The consulting fee payable by the VIE to the WFOE shall be confirmed by the WFOE in writing and be calculated
based on the actual time spent by the WFOE in providing services to the VIE on a quarterly basis. The consulting fee shall be settled on a quarterly basis,
and  at  the  end  of  each  year,  the  WFOE  shall  confirm  the  total  consulting  and  other  fees  incurred  for  the  year  in  writing  and  the  VIE  shall  settle  any
outstanding fees on a timely basis. This agreement shall continue for a period of 30 years from March 15, 2018 and shall be automatically extended for
another 10 years unless the WFOE gives written notice terminating this agreement three months before the expiration of this agreement.

Agreements that Provide Us with the Option to Purchase the Equity Interest in or the assets of the VIE

Call Option and Cooperation Agreement. On March 15, 2018, the WFOE, the VIE and Xiaofeng Ma and Haichang Xiong, both of which were the
shareholders of the VIE, entered into a call option and cooperation agreement, or the Prior Call Option and Cooperation Agreement. On August 12, 2020,
the Prior Call Option and Cooperation Agreement terminated as a result of the equity interest transferred by Haichang Xiong to Jun Zhang in the VIE. On
the  same  day,  Jun  Zhang,  as  the  new  shareholder  of  the  VIE,  together  with  Xiaofeng  Ma,  the  WFOE  and  the  VIE  entered  into  a  new  call  option  and
cooperation agreement on the same terms as the Prior Call Option and Cooperation Agreement. Pursuant to the new call option and cooperation agreement,
when permitted by applicable law, the WFOE (or any eligible party designated by the WFOE) shall have the right to acquire, at any time, all of the VIE’s
assets or its share equity owned by the shareholders of the VIE, at a price equal to the sum of the principal amounts of the loans from the WFOE to the
shareholders of the VIE. If the WFOE elects to purchase a portion of the VIE’s share equity or assets, the exercise price for such purpose shall be adjusted
accordingly based on the percentage of such share equity or assets to be purchased relative to the total share equity or assets. Without the prior written
consent of the WFOE, the VIE may not sell or otherwise dispose of its assets or interests in its business, create or allow any encumbrance on its assets or
interests in its business, enter into any material contracts (except those contracts entered into in the ordinary course of business), or distribute dividends to
the shareholders. The new call option and cooperation agreement was effective upon the execution date and remain effective thereafter.

Loan Agreements. On March 15, 2018, Xiaofeng Ma and Haichang Xiong, both of which were the shareholders of the VIE, respectively entered into
a loan agreement with the WFOE. Pursuant to the loan agreements, the WFOE made loans in an aggregate principal amount of RMB10.0 million to the
shareholders  of  the  VIE  solely  for  the  capitalization  of  the  VIE.  The  shareholders  of  the  VIE  can  only  repay  the  loans  by  transferring  all  their  equity
interest in the VIE to the WFOE or its designated persons. In the event that the shareholders of the VIE transfer their equity interests to the WFOE or its
designee at a price equivalent to or less than the principal amount of the loans, the loans will be interest free. If the price is higher than the principal amount
of the loan, the excess amount will be paid to the WFOE as loan interest. The maturity date of the loans is on the tenth anniversary of the execution date of
the relevant loan agreement. The terms of the loans can be extended with the written consent of the WFOE and the VIE. On March 19, 2019 and April 20,
2019, the WFOE, the VIE and each of Xiaofeng Ma and Haichang Xiong entered into two supplementary agreements to the VIE Agreements, pursuant to
which  the  aggregate  principal  amount  of  loans  made  by  the  WFOE  to  the  shareholders  of  the  VIE  for  the  capitalization  of  the  VIE  increased  from
RMB10.0 million to RMB50.0 million with all other terms and conditions under the VIE Agreements remain unchanged. On August 12, 2020, the loan
agreement  entered  by  Haichang  Xiong  with  the  WFOE,  and  the  rights  and  obligations  of  Haichang  Xiong  under  the  two  supplementary  agreements
terminated  as  a  result  of  the  equity  interest  transfer  by  Haichang  Xiong  to  Jun  Zhang  in  the  VIE,  and  Haichang  Xiong  repaid  his  borrowing  of  RMB
5.0 million under such agreements to the WFOE on August 17, 2020. On August 12, 2020, Jun Zhang, as the new shareholder of the VIE, entered into a
new loan agreement with the WFOE on the same terms as the loan  agreement  and  the  two  supplementary  agreements  previously  entered  by  Haichang
Xiong and borrowed RMB5.0 million from the WFOE on August 17, 2020 pursuant to aforementioned loan agreement.

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Agreements that Guarantee the Performance of the VIE and Its Shareholders’ Obligations

Equity  Interest  Pledge  Agreements.  On  March  15,  2018,  Xiaofeng  Ma  and  Haichang  Xiong,  both  of  which  were  the  shareholders  of  the  VIE,
respectively entered into an equity interest pledge agreement with the WFOE and the VIE. Pursuant to the equity interest pledge agreements, each of the
shareholders of the VIE has pledged all of his equity interest in the VIE to guarantee his and the VIE’s performance of obligations under, where applicable,
the exclusive technical consulting and services agreement and the call option and cooperation agreement. If the VIE or the shareholders of the VIE breach
their contractual obligations under these agreements, the WFOE, as pledgee, will have the right to acquire the pledged equity interests. The shareholders of
the VIE agree that, during the term of the equity interest pledge agreements, they will not dispose of the pledged equity interests or create or allow any
encumbrance  on  the  pledged  equity  interests,  and  they  also  agree  that  the  WFOE’s  rights  relating  to  the  equity  pledge  should  not  be  suspended  or
hampered by the shareholders, their successors or their designees. During the term of the equity interest pledge agreements, the WFOE has the right to
receive all of the dividends and profits distributed on the pledged equity. The term of the equity interest pledge agreements commenced on March 15, 2018
and shall expire on the earlier of (a) the date on which all outstanding secured obligations are paid in full or otherwise satisfied (as applicable); (b) the
WFOE  enforces  the  equity  interest  pledge  agreements,  pursuant  to  the  terms  and  conditions,  to  satisfy  its  rights  regarding  the  secured  obligations  and
pledged  collateral  in  full,  or  (c)  the  shareholders  of  the  VIE  complete  their  transfer  of  the  equity  interest  to  another  party  (individual  or  legal  entity)
pursuant  to  the  applicable  call  option  and  cooperation  agreement  and  no  longer  hold  any  equity  interests  in  the  VIE  (together  with  (a)  and  (b),  the
“Expiration Conditions”). The VIE has registered these equity interest pledge agreements with the competent SAMR on April 27, 2018. The registration of
the equity pledge enables the WFOE to enforce the equity pledges against third parties who acquire the equity interests of the VIE in good faith. According
to the equity transfer agreement entered into by Haichang Xiong and Jun Zhang on August 12, 2020, Haichang Xiong transferred all his equity interest in
the VIE to Jun Zhang, as well as his obligations and rights under the equity interest pledge agreement entered into by himself. On the same day, Jun Zhang,
as the new shareholder of the VIE, entered into a new equity interest pledge agreement with the WFOE and the VIE on the same terms as the equity pledge
agreement  previously  entered  into  by  Haichang  Xiong.  The  term  of  the  equity  interest  pledge  agreements  entered  into  by  Jun  Zhang  commenced  on
August 12, 2020 and shall expire on the earlier of the Expiration Conditions. The VIE has registered the equity interest pledge agreement entered into by
Jun Zhang with SAMR on February 26, 2021.

B. Business Overview

Overview

We are an international educational services provider focusing on providing quality international educational experiences related to the cultivation
and improvement of students’ creativity. Currently, our principal product and service are portfolio training services which we provide to students in China
who  are  interested  in  studying  art  overseas.  We  believe  we  are  one  of  the  leading  players  in  the  portfolio  training  market  in  many  regards,  including
geographic  coverage,  product  breadth  and  student  enrollment,  among  others.  To  achieve  our  one-stop  service  strategy,  we  also  provide  research-based
learning services, overseas study counselling services, in-school art classes through cooperation with high schools and training organizations, junior art
education and other related educational services to our students. We have successfully helped approximately ten thousand students in China gain entry into
art universities and colleges in the U.S., UK, Europe, Japan, Australia and other countries as of December 31, 2022, among which quite a few gained entry
into top art universities and colleges in these countries. While working on developing new international education related products and services, we are
also exploring acquisition opportunities in the international education sector to broaden our product spectrum. In order to focus our efforts on growing our
core  international  education  services  business,  we  disposed  of  (i)  the  legacy  business  of  K-12  education  assessment  services  by  disposing  of  the  entire
54.60% equity interest we held in Muhua Shangce in June 2021, and (ii) most of our foreign language training business by disposing of our 70% equity
interest in Quanouyimeng in July 2022.

For the fiscal year ended December 31, 2022, we had 4,029 students enrolled, of which 56.4% were enrolled in our portfolio training programs and
the remainder were enrolled in our other programs. We deliver educational services to students primarily through our extensive network of training centers
in China.

Our  total  net  revenues  for  the  fiscal  year  ended  December  31,  2022  were  RMB  206.8  million  ($30.0  million).  Net  revenues  from  our  portfolio
training services, research-based learning services, overseas study counselling services, and other educational services accounted for 74.0%, 1.8%, 12.1%
and 12.1%, respectively, of our total net revenues in the fiscal year ended December 31, 2022. Our total net loss for the fiscal year ended December 31,
2022 was RMB 48.6 million ($7.0 million). Our total net revenues for the fiscal year ended December 31, 2021 were RMB 202.2 million. Net revenues
from our portfolio training services, research-based learning services, overseas study counselling services, and other educational services accounted for
74.9%, 3.0%, 11.7% and 10.4%, respectively, of our total net revenues in the fiscal year ended December 31, 2021. Our total net loss for the fiscal year
ended  December  31,  2021  was  RMB  36.4  million.  Our  total  net  revenues  for  the  fiscal  year  ended  December  31,  2020  were  RMB  162.2  million.  Net
revenues  from  our  portfolio  training  services,  research-based  learning  services,  overseas  study  counselling  services,  other  educational  services,  and  our
legacy K-12 education assessment and other services accounted for 69.8%, 2.7%, 13.0%, 12.4% and 2.1%, respectively, of our total net revenues in the
fiscal year ended December 31, 2020. Our total net loss for the fiscal year ended December 31, 2020 was RMB 100.6 million.

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Our Programs, Services and Products

We provide a wide variety of creative arts related international educational services to our students. Our services include portfolio training services,
research-based learning services, overseas study counselling services and other educational services. Catering to the different needs of our customers, these
services can be offered in a bundle setting or separately. We update and expand our service offerings frequently in response to the evolving market needs,
the outbreak of COVID-19 and the relationship between China and the U.S. or other countries related to our services and business.

Portfolio Training Services

In addition to meeting the academic and language proficiency requirements, overseas art universities and colleges typically require a practical art
portfolio as part  of  the  application  process. A  portfolio  is  a  collection  of  artwork  that  shows  how  a  candidate’s  skills  and  ideas  have  developed  over  a
period of time and helps universities and colleges evaluate the candidate’s potential. A portfolio can be in digital or hardcopy reproductions or original
artwork, depending on the requirements of overseas art schools and personal preference of students. A portfolio usually consists of three to five sections, of
which  requirements  and  expectations  vary  by  schools  and  programs;  some  have  strict  criteria  while  others  are  open  and  flexible.  The  variation  in
requirements and expectations may leave students with uncertainty about how to proceed with the preparation of their portfolios. Even when criteria are
clear,  applicants  may  feel  overwhelmed  and  wonder  what  to  draw,  paint,  make  or  create,  which  media  to  use  and  how  to  best  select  and  present  their
artwork. Compared to other requirements, portfolio preparation is the most difficult but important step in overseas art subject’s application, and thus has
generated market needs for professional portfolio training services.

The  portfolio  training  market  in  China  has  witnessed  growth  in  recent  years,  primarily  due  to  increasing  ability  of  Chinese  families  to  afford
overseas  education,  higher  recognition  of  the  value  of  art,  more  career  opportunities  for  art  specialists,  the  low  admission  rates  of  top  domestic  art
universities  and  colleges,  and  growing  market  awareness  and  recognition  of  professional  portfolio  training  services.  For  these  reasons,  we  believe  that
portfolio training market has room to grow going forward. In addition to being one of the leading players in the portfolio training market, we have gained
a strong reputation in the market for our professional services and premier offer rates.

Our Portfolio Training Courses

We provide customized and systematic portfolio training services to our beginners, intermediate and advanced students. When a student applies for
our portfolio training program, a study mentor will be assigned to such student to assess his or her educational background, art-related skills, creativity and
innovation abilities and personal interests. Based on the assessment results and preferences of the student, the study mentor will help the student select an
area of art to specialize in, configure a tailored training plan and assign one or more professional art teachers in the specialization for his or her training.
The training plan will outline what types of programs to attend, how many  credit  hours  are  needed  and  whether  research-based  learning  programs  and
overseas  education  application  consulting  services  are  needed. After  the  training  plan  is  completed,  the  assigned  professional  art  teachers  (including
domestic and international professors and masters in relevant art industry) will structure and develop a tailored program schedule and curriculum for the
student and guide him or her through the preparation of a portfolio step by step. Generally, our programs are structured to include fundamental courses,
creativity courses and professional courses. Credit hours needed to finish each type of course may vary by student due to differences in their educational
background, art-related skills, creativity and level of innovation as well as class performance.

Fundamental courses. In fundamental courses, students will learn and practice the basic skills required in the specialization they have selected under
the  instructions  and  supervision  of  our  teachers.  For  example,  students  in  fashion  design,  architectural  design  or  fine  arts  area  will  learn  and  practice
elementary drawing skills and techniques in their fundamental courses.

Creativity courses. In creativity courses, our teachers will guide and instruct students to practice observational drawing or other forms of artwork
that can be included in a portfolio, and work with them to select the materials and media to present in a portfolio. Observational drawing is a realistic
representation  of  an  object  or  scene  that  has  been  viewed  directly  in  real  life,  as  opposed  to  something  that  has  been  imagined  or  drawn  from  a
photograph. It can be produced using any medium or combination of media such as graphite pencil, charcoal, pen, ink and/or paint. Observational drawing
is essential for applicants in many specializations. Our teachers will give guidance on the selection of subject matter, as well as advice on the different
angles, media and styles of observational drawing. Apart from observational drawing, there are other forms of artwork that can be included in a portfolio;
for example, three-dimensional sculptures, installations, casts and/or model constructions made from cardboard, paper, wire, wood or other materials can
be included in a portfolio for architectural design. Our teachers will guide students through the selection of materials and media to work on their artwork.

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Professional Courses. In professional courses, students will learn how to create a portfolio step by step under the guidance and supervision of our
teachers.  The  whole  process  primarily  includes  theme  development,  research,  artwork  creation  and  refinement,  artwork  selection,  and  portfolio
presentation  and  composition.  Students  will  first  develop  a  theme  for  their  portfolio,  and  then  drill  down  to  develop  the  theme  into  more  detailed  and
symbolic  ideas.  Students  will  conduct  research  to  explore  and  refine  the  ideas  generated  previously. After  research,  they  will  make  preliminary  pieces
reflecting the content and structure of their ideas and refine such artwork in subsequent rounds. Students will make a few pieces of artwork for the purpose
of  selecting  the  best  ones  to  be  included  in  their  portfolios.  When  the  selected  pieces  are  in  place,  students  will  put  them  together  in  a  professional,
coherent and aesthetically pleasing layout. Our teachers will give advice and directions to students along the whole process to ensure that their portfolios
are creative, well-developed and meet the admission requirements and expectations of the universities or colleges for which the students apply.

Currently,  the  majority  of  our  creativity  and  professional  courses  are  delivered  through  one-on-one  model.  We  plan  to  develop  more  small-sized
classes going forward to improve our teaching efficiency and profit margin, especially for fundamental courses where most of the course content can be
standardized.

Generally,  our  courses  are  conducted  offline  and  delivered  through  our  nation-wide  training  center  network.  We  also  conduct  online  courses  for
certain portfolio training programs through third-party platforms; as an example, we provide online courses for students applying for art schools in Japan.
After  the  outbreak  of  COVID-19,  in  order  to  avoid  interruption  of  our  services  due  to  closedown  of  our  training  centers  required  by  local  government
authority from time to time and for offering flexible options to students, we have converted some of the offline courses of our portfolio training services to
online  courses  since  February  2020  and  provided  options  for  students  to  take  courses  via  online  platforms.  In  particular,  in  2022,  the  resurgence  of
COVID-19 in China resulted in city-wide lockdowns in a number of Chinese cities with heightened prevention measures adopted across China to curb the
outbreak  and  we  also  experienced  temporary  close-down  of  our  training  centers  in  several  cities  from  time  to  time  in  response  to  such  local  sporadic
outbreaks. As  a  result,  we  converted  more  offline  courses  to  online  courses  and  approximately  23.2%  of  our  services  were  provided  online  in  2022.
However, in late 2022, the Chinese government relaxed COVID-19 control policies and our business is gradually returning to normal, and we anticipate
providing more offline courses going forward.

Generally, our portfolio training programs vary from one to three years in duration,  primarily  depending  on  the  needs  of  the  students,  which  are
driven by the admission deadlines of the schools they plan to apply for. Our portfolio training programs consist of time-based programs and project-based
programs.  Students  who  elect  the  time-based  program  enroll  in  a  certain  number  of  consulting/training  hours,  whereas  students  who  elect  the  project-
based programs have no consulting/training hour constraint but will be guided through a certain number of projects needed to complete a portfolio. Under
project-based  programs,  the  number  of  credit  hours  required  to  complete  a  project  may  vary  depending  on  the  background  and  requirements  of  the
students.

Our Portfolio Training Specializations

We  provide  customized  portfolio  training  services  in  different  creative  arts  related  specializations.  Portfolio  requirements  for  different
specializations may share some common criteria but are different in many perspectives. For example, although observational drawing is required or useful
for both architecture and fashion design, architecture design students will focus more on observational drawings of city scenes or building interiors, while
students in fashion design will focus more on drawing clothing on models. For digital arts, such as animation and games, the admission staff of overseas art
schools like to see candidates’ technological awareness and the capability to work with a range of digital platforms, along with traditional observational
drawing. We primarily provide portfolio training in the following nine art specializations.

Architectural  &  Space.  Our  architectural  &  space  portfolio  training  mainly  includes  training  in  the  areas  of  architecture  and  landscape  design,
interior and spatial design and city planning. An architectural space portfolio typically includes evidence of creativity using a range of media, such as 3D
composition, installations, models of buildings, 3D modeling, spatial plans, design blueprints and strong observational drawing skills showing a student’s
ability to represent space, perspective and 3D form.

Visual Communication. Our visual communication portfolio training mainly includes training in the areas of graphic design, brand visual identity
design, user interface design and illustration. A visual communication portfolio typically includes visual identity design, web/user interface design, font
design, package design, illustration design, logo design, book design and poster design.

Industrial  &  Interaction  Design.  Our  industrial  &  interaction  design  portfolio  training  mainly  focuses  on  product  design,  furniture  design,  user
experience  design,  game  design,  service  design,  human/computer  interaction,  information  design,  virtual  reality  and  interactive  media. An  industrial  &
interaction design portfolio typically includes artwork in both 2D and 3D that showcases strong practical, analytical and communication skills, as well as
the technical and conceptual ideas and self-motivation capability of the student.

Film & Drama.  Our  film  &  drama  portfolio  training  mainly  includes  training  in  the  areas  of  stage  design,  property  design,  film  making,  film  &
television  production,  film  editing,  screen  writing,  theatre  directing,  film  directing  and  performance  studies.  Making  film  and  drama  combines  many
different skills including performing arts, music, literature and writing. As a result, the requirements and format of a film & drama portfolio may be quite
different from other specializations. For example, a film portfolio may be submitted in the format of a short video via DVD or flash drives or as URL links
to YouTube, or embedded on a personal website or blog.

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Digital Arts. Our digital arts portfolio training mainly includes training in the areas of animation, computer art, visual effects, game design, concept
design and digital comics. A digital arts portfolio typically includes storyboards, character designs, 3D character modeling, scene design, design sketches,
figure drawing, short animated films, short essays regarding game and finished key frames.

Music. Our music portfolio training mainly includes training in the areas of vocal music, instrumental music and music education. A music portfolio

typically includes videos or recordings of musical work.

Fine  Arts.  Our  fine  arts  portfolio  training  mainly  includes  training  in  the  areas  of  sculpture,  printmaking,  painting  &  drawing,  photography,
performance art, artistic installation, ceramics & glass, imaging art and contemporary curating. A fine arts portfolio typically includes a series of paintings
and drawings, crafts, contemporary installations or a series of photographs showing the foregoing.

Art theory & administration. Our art theory & administration portfolio training mainly includes training in the areas of art history, art education, art
curating,  arts  administration  and  art  management. An  art  theory  &  administration  portfolio  typically  includes  an  arts  study  proposal  and  an  art  history
writing sample.

Fashion & Jewelry. Our fashion & jewelry portfolio training mainly includes training in the areas of fashion design, fashion management, fashion
merchandising,  jewelry  design,  metalsmithing  and  accessories  design.  A  fashion  &  jewelry  portfolio  typically  includes  fashion  illustration,  design
sketches, pattern cutting & tailoring, textiles design, metalsmithing, jewelry design, accessory design and a final photo shoot.

Undergraduate Foundation Course Programs

As  most  students  applying  for  undergraduate  studies  at  art  universities  and  colleges  in  the  U.K.  and  other  European  countries  need  to  take
foundation  courses  offered  by  such  universities  and  colleges  before  formal  admission,  to  provide  students  with  flexibility  and  convenience,  and  as  an
extension to our portfolio training services, since 2021, we have developed foundation courses recognized by certain overseas art universities and colleges
that allow students to fulfill such requirements locally in China. As of the date of this annual report, our foundation courses have been recognized by 10
overseas universities, including Bath Spa University, Bournemouth University, De Montfort University, Kingston School of Art of Kingston University,
Manchester  Metropolitan  University,  Nottingham  Trent  University,  Teesside  University,  Winchester  School  of  Art  of  University  of  Southampton,
Middlesex University and Raffles College of Higher Education (Singapore).

Research-Based Learning Services

We have offered research-based learning, mainly including overseas educational travel services to our portfolio training students and other students
since 2014. After the outbreak of COVID-19 in January 2020, we adjusted our products and began offering domestic educational travel services and other
research-based  learning  services  to  students,  and  also  developed  programs  with  services  rendered  online.  The  research-based  learning  market  in  China
enjoyed  an  increase  over  the  past  several  years,  mainly  due  to  the  growing  demand  for  high-quality  out-of-classroom  education  and  the  increasing
affluence of Chinese families. The art-themed research-based learning market in China is still developing and has high growth potential. We are looking
for  expanding  our  overseas  and  domestic  partnerships  to  develop  more  overseas  and  domestic  educational  travel  and  other  research-based  learning
programs with different destinations and themes at variable length of time to match the needs of the growing market.

By  providing  research-based  study  through  different  learning  styles  in  our  research-based  learning  services,  we  bring  art-related  learning
experiences  to  students  of  all  ages  and  backgrounds.  Traveling  while  researching  and  learning  will  help  broaden  students’  horizons,  enrich  students’
experiences,  develop  students’  interest  in  art,  and  improve  students’  practical  skills  in  art  industry.  Most  applicants  for  overseas  art  programs  have
research-based learning experience or have showed interest in research-based learning services, as including valuable research-based learning experience
or recommendation letters received after completing the projects create highlights in their applications for overseas studies. Our research-based learning
services currently are more directed towards students who are interested in studying art overseas, which enhance their skills and background while taking
our portfolio training programs and overseas study counselling services simultaneously. We intend to expand our research-based learning services to serve
a broader range of students who are interested in art going forward.

The  types  of  research-based  learning  services  provided  by  us  mainly  include  academic  educational  learning,  workshop  experience,  themed
educational travel and other research-based learning programs. Typically, the duration of the services is from one to four weeks. The main destinations of
our travel-related services are the United States, the United Kingdom, Japan, Italy and other European countries. Our overseas travel-related services were
adversely  affected  by  the  COVID-19  pandemic  due  to  the  global  travel  freeze  resulted  therefrom,  and  in  response,  we  have  developed  more  domestic
educational travel services and planned on probing into more cities to allow students to study and explore within the territory of China. We have also made
our  research-based  learning  services  available  online  so  that  students  could  still  enjoy  our  services  amid  the  COVID-19  pandemic.  In  late  2022,  the
Chinese  government  relaxed  COVID-19  control  policies,  and  cross  boarder  travel  restrictions  between  China  and  other  countries  have  been  gradually
eased since then. We plan to resume our international summer camp programs where students will visit reputable overseas art schools and take specialized
art courses in the coming future.

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Academic Educational Learning. We provide students with learning experience in reputable art schools, or chances to learn from famous professors
or masters from various art industries through our multiple academic educational learning programs. Our academic educational learning services target
high  school  or  undergraduate  students  who  intend  to  study  abroad.  Typically,  our  programs  include  summer  camp  and  winter  camp  programs  where
students will visit reputable art schools and take specialized art courses taught by famous professors. We also invite admissions officers who are in charge
of  recruiting  candidates  to  meet  and  communicate  with  students.  We  also  provide  online  certificate  programs  where  students  attend  courses  jointly
delivered  by  us  and  overseas  prestigious  art  schools  we  have  partnered  with,  and  at  the  end  of  which,  students  will  receive  certificates  from  these  art
schools indicating their completion of the online certificate programs. Due to international travel restrictions and in response to the COVID-19 pandemic
since 2020, we have conducted the art school camps and admission officer events online, and along with the gradual relaxation of such travel restrictions,
we may have more offline camp programs in the future.

Workshop Experience. We provide students with on-site and online workshop experiences in professionals’ studios or by working on art projects at
our partner universities. Students practice in the areas they are interested in during the workshop and gain practical experience. Our workshop experience
targets high school or undergraduate students who intend to study abroad.

Themed Educational Travel. We organize and guide students to local or overseas museums, art galleries, cultural relics, etc. in themed educational
travel programs, during which we teach relevant knowledge to cultivate students’ interest in art, or guide students to conduct research online or on-site on
specific art themes. For example, in July 2022, we cooperated with Taoxichuan Art Center and organized students to conduct field practice in Jingdezhen,
including creating handicrafts using ceramics and glass, visiting local artists, etc. In August 2022, we organized students to conduct field research with
respect to the intangible cultural heritage of Buyi nationality in Guizhou Province. Also, in 2022, we were designated as the collection and training center
of UWUE Louvre International Art Exhibition to collect art works that may be exhibited in Louvre and provide training to the related artists. Themed
educational travel is suitable for students at all ages, and especially attractive to lower age groups where the primary goals are to broaden their horizons,
cultivate their interest in art and help them acquire art-related knowledge and appreciations.

Overseas Study Counselling Services

We  primarily  offer  art-related  overseas  study  counselling  services  to  students  as  part  of  our  comprehensive  service  package.  The  overseas  study
counselling market in China has witnessed growth in recent years, driven by the rapid growth of students looking to study overseas. Riding on the demand
of overseas study, we believe art-related overseas study counselling services will have considerable growth potential as well. Being a portfolio training
service provider, we possess professional knowledge in choosing art schools and programs and will better serve students applying in this area. We provide
counselling  advice  in  both  academic  and  practical  aspects  and  help  students  make  decisions  from  the  application  stage  through  to  the  admission  stage.
Typically, our services include the following:

•

•

•

•

•

  Background Development. We set a customized timetable for applicants, which mainly includes schedule for portfolio preparation, language
tests, internships and paperwork preparation. We also recommend and introduce our other services to the applicants according to the needs of
such applicant.

  University and Program Selection. We offer guidance on university and program selection based on the individual academic background,

personality, career goal and other factors of each student.

  Paper  Writing .  We  help  students  develop  professional  content  and  logical  layout  of  their  personal  statements,  resume,  recommendation

letters and other paperwork for art school applications.

  Interview  Simulation.  We  provide  sample  interview  questions  that  have  previously  been  used  and  help  students  practice  the  interview

process.

  Application Preparation.  We  present  a  checklist  of  documents  required  in  school  applications  for  students  to  prepare,  such  as  graduation

certificate and proof of deposits.

Other Educational Services

In-School Classes. In order to attract potential students at younger ages and expand our array of products, we partner with international schools to
establish in-school art-related classes. We typically provide professional art teachers and customized art course content in these partnerships. Our goal is to
cultivate  and  enhance  students’  interest  in  art  at  an  early  age  and  foster  purchasing  our  products  of  portfolio  training  services,  research-based  learning
services, overseas study counselling services and other educational services.

Junior Art Education. Our junior art education services aim to provide art-related tutoring courses for junior students from ages 3 to 12, which are
mainly designed to supplement students’ regular school curriculum and help students cultivate and enhance their interest in art. Our primary subject for
junior art education is painting. In 2020, we disposed three of the four junior art training centers which we previously operated, and provided most of our
junior art education services via online platform during the first half of fiscal year 2020. We continue to provide online course options after reopening of
offline training center since late second quarter of 2020.

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Our Teachers

We are equipped with a team of professional art teachers who are specialists in different areas and who work either full-time or part-time for the
delivery of our programs. As of December 31, 2022, we have a total of 1,245 teachers, including 140 full-time employees and 1,105 part-time teachers
who  are  academics  from  universities  and  colleges  or  designers  with  private  studios  within  their  respective  specializations.  Most  of  our  teachers  have
graduated  from  reputable  domestic  or  overseas  universities  with  master’s  degrees  in  China,  the  United  Kingdom,  the  United  States,  Japan  or  other
countries. Around 39% of our full-time teachers have over 5 years of related experience in the art industry, while around 30% of our full-time teachers
have over 3 years of related experience. Our part-time teachers are generally experienced and have been working in the art industry for years. Most of our
part-time teachers are experts in the relevant industries or teachers from prestige art schools and institutions who are familiar with the latest development
in the relevant industries.

We  have  adopted  a  quantitative  approach  to  comprehensively  assess  our  teacher  candidates  on  a  wide  set  of  criteria,  including  among  others,
educational background, professional abilities, teaching skills, previous teaching experience and communication skills. Since 2020, we have established a
centralized  management  system  to  allocate  the  national  teaching  resources  for  our  domestic  training  center  network,  through  which  we  manage  and
oversee the procurement sharing and development of teaching resources as well as to ensure consistency in the quality of our education. Currently, we rank
our full-time teachers of portfolio training services in 4 levels, classified by educational background, social experience, teaching completion efficiency and
teaching quality and we offer different salary and compensation for teachers at different levels. The top two levels constitute around 73% of our full-time
teachers. During the daily operations, we will flexibly adjust the teaching form and course arrangement of different levels of teachers to meet the actual
needs of different students.

Our  teachers  deliver  courses  to  students  to  equip  them  with  fundamental  knowledge  and  skills,  aesthetic  appreciation  for  art,  creative  thinking
capabilities,  critical  thinking  abilities,  professional  skills,  craftsmanship,  software  techniques  and  studio  practice  skills.  We  have  also  developed  a
systematic  orientation  training  program  and  on-the-job  training  sessions,  which  reinforce  the  capabilities  of  our  instructors  to  deliver  our  services
effectively and assist students with learning efficiently. Our teachers’ retention, compensation and promotion are largely based on their performance. We
offer  our  teachers  with  performance-based  compensation  packages  and  provide  them  with  career  advancement  prospects  within ACG.  We  intend  to
continue leveraging our teaching resources within our nationwide network to ensure consistency in teaching quality.

Research and Curriculum Development

We  have  devoted  significant  resources  to  continuous  research  and  curriculum  development.  We  have  a  dedicated  and  experienced  research  and
curriculum development team composed of a number of curriculum development specialists and professional art teachers who analyze market demand,
study  cutting-edge  developments  and  related  techniques,  and  develop  the  most  appropriate  curriculum  and  teaching  methods  to  provide  up-to-date  and
quality education services to our students.

Our research and curriculum development process mainly include the following:

Research. Our R&D team periodically conducts market research to study market needs, the cutting-edge knowledge required in each field of the
creative arts, and information of similar or related services and products in the market, which are then used to tailor our curriculum and education plans.
Our R&D team also pays visits to domestic universities and professional art colleges and researches their courses to capture the knowledge or technical
skills  that  are  not  covered  in  their  curriculum  but  are  expected  in  overseas  art  subjects’  applications.  In  addition,  our  R&D  team  will  research  the
requirements and admission focuses of overseas art schools to tailor our services and products to closely match such requirements and admission focuses.

Curriculum Design and Development. After comprehensive market research and study, our R&D team converts the information they collect  into
new portfolio training themes, curricula and training materials after extensive discussion with our professional art teachers. We also establish new training
courses  to  fill  the  knowledge  and  technical  skill  gap  between  the  art  courses  provided  by  domestic  universities  and  professional  art  colleges  and  the
requirements and expectation on applications for overseas art programs.

Curriculum Test and Optimization. After completing the design and development process, our R&D team tests the new themes, curricula or teaching
materials within a relatively small range of classes and collects feedbacks from teachers, students and parents to revise and upgrade new content before we
bring it to market. Our R&D team also regularly revises and upgrades our training materials and curricula post-development to better serve market needs
and improve the quality of our services.

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Our Customers

Our customers primarily consist of high school and undergraduate students who intend to pursue overseas undergraduate or graduate art studies. For
our  portfolio  training  services,  research-based  learning  services  and  overseas  study  counselling  services,  our  customers  are  mainly  high  school  and
undergraduate students. We also provide services to certain other students. For in-school classes, we mainly target junior-level high school students, who
may be interested in pursuing creative art studies in the future. For junior art education, our primary customers are junior students from ages 3 to 12. We
plan to extend our service life-cycle and expand our customer range, through adjusting our products and introducing new services, such as internships,
opportunities or employment referrals for job-hunting candidates, interest-based learning courses for younger market, etc.

High School Student Customers. We provide portfolio training services, research-based learning services, overseas study counselling services and
other educational services to high school students who aim to pursue overseas undergraduate studies in art. High school students enrolled in our services
are  mainly  from  private  bilingual  high  schools  or  the  international  classes  of  public  high  schools.  Compared  with  undergraduate  students,  high  school
students generally have relatively weaker foundations of art-related knowledge and skills, and possess less information on how to apply for overseas art
programs; thus many of them prefer purchasing a full set of our services, which can comprehensively enrich their artistic knowledge, improve their artistic
thinking and perception, enhance their professional skills and provide them with information on applying for overseas art programs. Without their own
source of income, almost all high school students are sponsored by their families who tend to be less price sensitive but more concerned with application
results.

Undergraduate Student Customers. We primarily provide portfolio training services, research-based learning services, overseas study counselling
services  and  other  educational  services  to  undergraduate  students  who  aim  to  pursue  overseas  graduate  studies  in  art.  Majority  of  the  undergraduate
students enrolled in our services have studied art-related majors in domestic universities or professional art colleges and aim to pursue overseas graduate
studies in the arts, while the remaining have studied in other majors but desire to transfer to art programs in overseas graduate schools. Most undergraduate
students  have  gained  a  certain  amount  of  art-related  expertise  during  their  undergraduate  art  studies. As  a  result,  whilst  they  still  rely  on  our  services,
resources and guidance to improve their applications for overseas art programs, they tend to care more about the cost-effectiveness of our services and
products and usually only purchase the types of our services they need instead of purchasing for the full package.

Other Customers. For the fiscal year ended December 31, 2022, we also had enrollments from other students and non-student customers besides
high school and undergraduate students. These customers cover a wide range in age and primarily enrolled in our research-based learning and junior art
education programs.

Our Training Center Network

We  operate  21  training  centers  in  20  cities  in  China  as  of April  6,  2023.  We  deliver  our  educational  services  to  students  primarily  through  our
training center network and we may further expand our training center network in China and abroad to increase our market penetration and market share
depending on the operation needs in the future.

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* Domestic business footprint of ACG as of April 6, 2023

Our training center network covers 20 major cities, 16 provinces and municipalities in China, including:

Northern  China:  Beijing,  Tianjin,  Jinan,  Qingdao,  Dalian  and  Shenyang,  accounting  for  40%  of  our  total  student  enrollment.  Beijing  has  two

training centers representing 25% of our total student enrollment in fiscal year ended December 31, 2022.

Southern  China:  Shenzhen,  Wuhan,  Changsha  and  Guangzhou,  accounting  for  16%  of  our  total  student  enrollment  in  fiscal  year  ended

December 31, 2022.

Eastern  China:  Shanghai,  Hangzhou,  Nanjing,  Hefei  and  Suzhou,  accounting  for  25%  of  our  total  student  enrollment  in  fiscal  year  ended

December 31, 2022.

Western China :  Xi’an,  Zhengzhou,  Kunming,  Chongqing  and  Chengdu,  accounting  for  19%  of  our  total  student  enrollment  in  fiscal  year  ended

December 31, 2022.

Marketing, Sales and Business Development

As  an  international  educational  services  provider,  we  focus  on  providing  international  education  experiences  that  enrich  and  cultivate  students’
creativity. We believe our quality services and products, unique and practical curricula, and our “ACG” brand, teachers and resources generally play a
significant role in attracting our prospective students.

We employ a variety of marketing and student recruiting methods to attract prospective students, including:

Partnership  with  Sales  Channels.  We  acquire  potential  student  leads  through  our  partnership  with  overseas  study  counselling,  foreign  language
training service, or other education related service providers. Currently, our partnerships with such sales channels are an essential marketing method to
acquire new students.

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Internet and Mobile Advertisement. We advertise on the mainstream online search engines to promote our services to potential students and to those
who  actively  search  keywords  relevant  to  portfolio  training,  art  study,  etc.  We  also  advertise  through  social  media  platforms  to  potential  students,
including  without  limitation,  WeChat,  Dianping  and  Little  Red  Book.  Internet  and  mobile  advertising  are  also  important  marketing  methods  for  us  to
acquire new students. For example, we produce some free or low-price short teaching videos which introduce art-related knowledge, and upload them to
internet platforms, such as our official WeChat account, official website, and other third-party platforms to attract potential students.

Word of Mouth Referral. Due to our high-quality services and products as well as strong rate of admissions to reputed institutions for our students,
our existing and previous students frequently recommend our services and products to others who are in need of similar services and products. We believe
our brand is recognized in the portfolio training market and has a competitive advantage from word of mouth referrals.

Marketing Events and Activities. We frequently participate in educational seminars, art workshops and on-campus events and give free speeches and
lectures  in  order  to  introduce  and  promote  our  brand  name  and  services.  We  also  periodically  participate  and  host  educational  expositions  and  other
community events in addition to distributing informational brochures or addressing queries from potential interested students.

Competition

The market for art related educational services, and portfolio training services in particular, has quickly ramped up in recent years, and is currently
undergoing fierce competition with all players aggressively up-scaling. Market players can be classified into leading players, other organized players and
individual studios.

We believe we are one of the leading players in the portfolio training market in terms of, among others, geographic coverage, product breadth, and
student  enrollment.  In  research-based  learning  services  and  other  creative  arts  related  international  education  services,  we  are  also  a  player  with
competitive  edges.  Our  main  competitors  are  other  domestic  and  international  art  training  institutions  and  organizations,  which  focus  on  some  of  our
targeted markets. We also face potential competition from small to middle-sized organized players and individual studios. Amid the COVID-19 pandemic,
an increasing number of small-sized players and individual studios are forced to suspend operations or discontinue their business compared to medium and
large-sized players. Therefore, leading players with established brand, including ACG, which have more diversified products/services and geographical
coverage are comparatively more favorable choices for potential customers.

We  compete  primarily  on  the  basis  of  branding  and  student  acquisition,  training  quality,  faculty,  training  center  coverage,  product  breadth  and
pricing, among which, branding and training quality is generally regarded as the most important factor. Amid the COVID-19 pandemic, we believe that
we  increased  our  competitive  edges  with  our  brand  and  reputation,  which  typically  tend  to  engender  the  trust  of  clients,  and  play  a  role  in  helping  us
maintain and recruit prominent teachers and employees. We believe that our competitive advantages include our “ACG” brand, high admission rate to art
institutions,  qualified  faculty,  competitive  training  quality  and  comprehensive  product  mix.  However,  our  competitors  may  establish  brands  that  have
wider recognition than us, develop marketing and sales methods that are more effective than ours, introduce new products and services that have better
performance  and  hence  gain  broader  acceptance,  hire  and  retain  more  qualified  teachers,  offer  more  satisfactory  training  center  environment  or  lower
prices to students, which may cause us to lose our market share.

Seasonality

We have experienced and expect to continue to experience slight seasonal fluctuations in our revenues and results of operations, with the quarter
ending March 31 typically having relatively lower revenues compared with the other quarters primarily for our portfolio training services. This is primarily
because fewer students take classes in January and February due to spring festival holidays in China, and that some students have already completed their
application to study art overseas in December of the previous year.

Intellectual Property

Intellectual  property  protections,  including  copyrights,  trademarks,  patents,  and  trade  secrets  are  important  to  our  success.  We  rely  on  copyright,
trademark and patent law, trade secret protection and confidentiality agreements with our employees, clients, business partners and others to protect our
intellectual property rights. All of our senior management and R&D employees are required to sign agreements acknowledging that all inventions, trade
secrets,  works  of  authorship,  innovations  and  other  processes  generated  by  them  that  relate  to  our  business  are  our  property,  and  to  assign  to  us  any
ownership rights in those works. Despite our efforts, it may be possible for third parties to obtain and use our intellectual property without authorization.

As of April 6, 2023, we and the VIE have registered 82 trademarks for our products and services with the Trademark Office of the SAMR in China.

As  of April  6,  2023,  we  have  registered  61  software  copyrights  and  five  work  copyrights  relevant  to  our  product  and  service  offerings  with  the

National Copyright Administration of the People’s Republic of China.

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As of April 6, 2023, we and the VIE have also registered 38 domain names relating to our websites, including www.atai.net.cn, www.acgedu.cn and
www.acgorg.com, the primary URLs for our three main websites, with the Internet Corporation for Assigned Names and Numbers and the China Internet
Network Information Center, a domain name registration service provider in China.

Regulation

This section sets forth a summary of the most significant laws, regulations, policies and requirements that affect our business activities in China, the

industries in which we operate, and our shareholders’ right to receive dividends and other distributions from us.

Education Law of the PRC

On March 18, 1995, the NPC, enacted the Education Law of the PRC, or the Education Law, which was first amended on August 27, 2009. The
Education  Law  sets  forth  provisions  relating  to  the  fundamental  education  systems  of  the  PRC,  including  a  school  education  system  comprising
kindergarten education, primary education, secondary education and higher education, a system of nine-year compulsory education, a national education
examination system, and a system of education certificates. The Education Law stipulates that the government formulates plans for the development of
education, establishes and operates schools and other education institutions. Furthermore, it provides that in principle, enterprises, social organizations and
individuals  are  encouraged  to  establish  and  operate  schools  and  other  types  of  education  institutions  in  accordance  with  PRC  laws  and  regulations.
Meanwhile, no organization or individual may establish or operate a school or any other education institution for profit-making purposes. The Education
Law  was  further  amended  on  December  27,  2015,  which  became  effective  on  June  1,  2016,  and  was  subsequently  amended  on April  29,  2021,  which
became  effective  on April  30,  2021.  The  amended  Education  Law  repudiates  a  specific  paragraph  of  the  old  law,  which  prohibits  any  organization  or
individual from establishing or operating a school or any other education institution for profit-making purposes. Nevertheless, schools and other education
institutions  sponsored  wholly  or  partially  by  government  financial  funds  and  donated  assets  remain  prohibited  from  being  established  as  for-profit
organizations.

The Law for Promoting Private Education and the Implementation Rules for the Law for Promoting Private Education

The  Law  for  Promoting  Private  Education  of  the  PRC  became  effective  on  September  1,  2003  and  was  respectively  amended  on  June  29,
2013,  November  7,  2016  and  December  29,  2018,  and  the  Implementation  Rules  for  the  Law  for  Promoting  Private  Education  of  the  PRC  became
effective  on April  1,  2004  and  was  amended  on April  7,  2021.  Under  these  regulations,  “private  schools”  are  defined  as  schools  established  by  social
organizations or individuals using non-government funds. The operations of a private school are highly regulated, for example, private schools providing
academic qualifications education, kindergarten education, education for self-study examination and other education shall be subject to approval by the
education  authorities  at  or  above  the  county  level,  while  private  schools  engaging  in  occupational  qualification  training  and  occupational  skill  training
shall be subject to approvals from the authorities in charge of labor and social welfare at or above the county level. A duly approved private school will be
granted a Permit for Operating a Private School, and shall be registered with the applicable competent authorities.

According to PRC laws and regulations, entities and individuals who establish private schools are commonly referred to as “sponsors” rather than
“owners”  or  “shareholders.”  The  economic  substance  of  “sponsorship”  with  respect  to  private  schools  is  substantially  similar  to  that  of  shareholder’s
ownership with respect to companies in terms of legal, regulatory and tax matters. For example, the name of the sponsor shall be entered into the private
schools’  articles  of  association  and  Permit  for  Operating  a  Private  School,  similar  to  that  of  shareholders  where  their  names  shall  be  entered  into  the
company’s articles of associations and corporate records filed with relevant authority. From the perspective of control, the sponsor of a private school also
has the right to exercise ultimate control over the school by means such as adopting the private school’s constitutional documents, electing the school’s
decision-making  bodies,  including  the  school’s  board  of  directors  and  principals.  The  sponsor  can  also  profit  from  the  private  schools  by  receiving
“reasonable returns,” as explained in detail below, or disposing its sponsorship interests in the schools for economic gains. However, the rights of sponsors
vis-à-vis private schools also differ from the rights of shareholders vis-à-vis companies. For example, under the PRC laws, a company’s ultimate decision-
making body is its shareholders meeting, while for private schools, it is the board of directors, though the members of which are substantially appointed by
the  sponsor.  The  sponsorship  interest  also  differs  from  the  ownership  interests  with  regard  to  the  right  to  the  distribution  of  residual  properties  upon
liquidation of a private school, mainly because private education is treated as a public welfare undertaking under the current regulations. While private
education is treated as a public welfare undertaking under the current regulations, sponsors of a private school may choose to require “reasonable returns”
from the annual net balance of the school after deduction of costs for school operations, donations received, government subsidies (if any), the reserved
development fund and other expenses as required by the regulations. Private schools whose sponsor does not require reasonable returns shall be entitled to
the  same  preferential  tax  treatment  as  public  schools,  while  the  preferential  tax  treatment  policies  applicable  to  private  schools  whose  sponsor  require
reasonable  returns  shall  be  formulated  by  the  finance  authority,  taxation  authority  and  other  authorities  under  the  State  Council.  To  date,  however,  no
regulations have been promulgated by such authorities in this regard.

The Decision of the Standing Committee of the NPC on Amending the Law for Promoting Private Education of the PRC, or the Amendment, has

been promulgated by Order No. 55 of the President of the PRC on November 7, 2016 and has come into force on September 1, 2017.

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Under the Amendment, the term “reasonable return” is no longer used and sponsors of private school may choose to establish non-profit or for-profit
private  schools  at  their  own  discretion,  while  before  the Amendment,  all  private  schools  shall  not  be  established  for  for-profit  purposes.  Nonetheless,
school sponsors are not allowed to establish for-profit private schools that are engaged in compulsory education. In other words, the schools engaged in
compulsory education should retain their non-profit status after the Amendment comes into force.

The Amendment further establishes a new classification system for private schools to be classified by whether they are established and operated for

profit-making purposes.

According to the Amendment, the key features of the aforesaid new classification system for private schools include the following:

•

•

•

•

•

•

•

  sponsors  of  for-profit  private  schools  are  entitled  to  retain  the  profits  and  proceeds  from  the  schools  and  the  operation  surplus  may  be

allocated to the sponsors pursuant to the PRC Company Law and other relevant laws and regulations;

  sponsors of non-profit private schools are not entitled to the distribution of profits or proceed from the non-profit schools and all operation

surplus of non-profit schools shall be used for the operation of the schools;

  for-profit private schools are entitled to set their own tuition and other miscellaneous fees without the need to seek prior approvals from or
report to the relevant government authorities. The collection of fees by non-profit private schools, on the other hand, shall be regulated by the
provincial, autonomous regional or municipal government;

  private schools (for-profit and non-profit) may enjoy preferential tax treatments. Non-profit private schools will be entitled to the same tax
benefits as public schools. Taxation policies for for-profit private schools after the Amendment taking effect are still unclear as more specific
provisions are yet to be introduced;

  where there is construction or expansion of a non-profit private school, the school may acquire the required land use rights in the form of
allocation by the government as a preferential treatment. Where there is construction or expansion of a for-profit private school, the school
may acquire the required land use rights by purchasing them from the government;

  the  remaining  assets  of  non-profit  private  schools  after  liquidation  shall  continue  to  be  used  for  the  operation  of  non-profit  schools.  The

remaining assets of for-profit private schools shall be distributed to the sponsors in accordance with the PRC Company Law; and

  people’s governments at or above the county level may support private schools by subscribing to their services, provision of student loans
and scholarships, and leases or transfers of unused state assets. The governments may further take such measures as government subsidies,
bonus funds and incentives for donation in support of non-profit private schools.

On December 29, 2016, the State Council issued the Several Opinions of the State Council on Encouraging the Operation of Education by Social
Forces and Promoting the Healthy Development of Private Education, or the State Council Opinions, which requires to ease the access to the operation of
private  schools  and  encourages  social  forces  to  enter  the  education  industry.  The  State  Council  Opinions  also  provides  that  each  level  of  the  people’s
governments  shall  increase  their  support  to  the  private  schools  in  terms  of  financial  investment,  financial  support,  autonomy  policies,  preferential  tax
treatments, land policies, fee policies, autonomy operation, protecting the rights of teachers and students etc. Further, the State Council Opinions require
each  level  of  the  people’s  governments  to  improve  its  local  policies  on  government  support  to  for-profit  and  non-profit  private  schools  by  ways  of
preferential tax treatments etc. In addition, under the State Council Opinions, private schools shall strengthen its construction of the Chinese Communist
Party, or the CCP, and further the theoretical system of Socialism with Chinese Characteristics by introducing such system into textbooks and teaching
programs.  The  construction  of  the  CCP’s  organizations  by  the  private  schools  as  well  as  the  CCP’s  leadership  to  private  schools  shall  constitute  an
important part of such schools’ annual inspections.

On December 30, 2016, the MOE, MCA, SAMR, the Ministry of Human Resources and Social Welfare and the State Commission Office of Public
Sectors Reform jointly issued the Implementation Rules on the Classification Registration of Private Schools to reflect the new classification system for
private schools as set out in the Amendment. Generally, if a private school established before promulgation of the Amendment chooses to register as a non-
profit school, it shall amend its articles of association, continue its operation and complete the new registration process. If such private school chooses to
register as a for-profit school, it shall conduct financial liquidation process, have the property rights of its assets such as lands, school buildings and net
balance being authenticated by relevant government authorities, pay up relevant taxes, apply for a new Permit for Operating a Private School, re-register as
for-profit schools and continue its operation. Specific provisions regarding the above registrations are yet to be introduced by people’s governments at the
provincial level.

On December 30, 2016, the MOE, SAMR and the Ministry of Human Resources and Social Welfare jointly issued the Implementation Rules on the
Supervision and Administration of For-profit Private Schools, pursuant to which the establishment, division, merger and other material changes of a for-
profit private school shall first be approved by the education authorities or the authorities in charge of labor and social welfare, and then be registered with
the competent branch of SAMR.

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On September 1, 2017, SAMR and MOE jointly issued the Notice of Relevant Work on the Registration and Management of the Name of For-Profit

Private Schools, which specifies the requirements on the names of for-profit private schools.

On  December  29,  2018,  the  Decision  of  the  Standing  Committee  of  the  NPC  on Amending  the  Seven  Laws  of  the  Labor  Law  of  the  People’s
Republic of China was promulgated by Order No. 24 of the President of the PRC and took effect on the same date, which made two minor adjustments to
Article  26  and Article  64  of  the  Law  for  Promoting  Private  Education  of  the  PRC.  These  minor  adjustments  do  not  materially  affect  our  business  and
operations.

On  April  7,  2021,  the  State  Council  promulgated  the  Amended  Implementation  Rules  for  the  Private  Education  Law,  or  the  Amended
Implementation Rules, which became effective on September 1, 2021. The Amended Implementation Rules provides, among others, that private schools
are  required  to  obtain  operating  permits  from  relevant  PRC  authorities  for  carrying  out  educational  activities.  Under  the  Law  for  Promoting  Private
Education, as private education institutions established under the PRC law are also included in the category of “private schools,” we cannot assure you that
our training centers will not be classified as “private schools” and thus be required to obtain private school operating permits by the regulators. See “Item
3.D. Risk Factors — Risks Relating to Regulations of Our Business — As PRC laws and regulations with respect to certain licenses and permissions are
unclear and are subject to interpretations and enforcement of local governmental authorities, the Company, its subsidiaries and the VIE may be required to
obtain additional licenses.”

Opinions on Further Alleviating the Burden of Homework and After-School Tutoring for Students in Compulsory Education

On July 24, 2021, the General Office of the Central Committee of the Communist Party of China and the General Office of the State Council issued
the Opinion, which sets out a series of operating requirements on after-school tutoring institutions focusing on compulsory education, including, among
other things, (i) local government authorities shall no longer approve any new Academic AST Institutions, and all the existing Academic AST Institutions
shall  be  registered  as  non-profit  entities,  and  local  government  authorities  shall  no  longer  approve  any  new  after-school  tutoring  institutions  providing
tutoring services on academic subjects for pre-school-age children and students in grade ten to twelve; (ii) online Academic AST Institutions that have
filed with the local education administration authorities will be subject to review and re-approval procedures by competent government authorities, and any
failure to obtain such approval will result in the cancellation of its previous filing and ICP license; (iii) Academic AST Institutions are prohibited from
raising funds by listing on stock markets or conducting any capitalization activities, and listed companies are prohibited from investing in Academic AST
Institutions  through  capital  markets  fund  raising  activities,  or  acquiring  assets  of  Academic  AST  Institutions  by  paying  cash  or  issuing  securities;
(iv) foreign capital is prohibited from controlling or participating in any Academic AST Institutions through mergers and acquisitions, entrusted operation,
joining franchise or variable interest entities; (v) after-school tutoring institutions shall not provide tutoring services on academic subjects during national
holidays, weekends and school breaks, or engage foreign teachers residing overseas to carry out training activities; (vi) fees charged for academic subjects
tutoring in compulsory education will need to follow the guidelines from the government to prevent any excessive charging or excessive profit-seeking
activity; and (vii) government authorities will implement risk management and control for the pre-collection of fees by after-school tutoring institutions
with  requirements  such  as  setting  up  third-party  custodians  and  risk  reserves,  and  strengthen  supervision  over  loans  regarding  tutoring  services.  The
Opinion further provides that administration and supervision over academic after-school tutoring institutions for students in grades ten to twelve shall be
implemented by reference to the relevant provisions of the Opinion.

On July 28, 2021, the MOE issued the Notice to further clarify the scope of academic subjects in China’s compulsory education system. The Notice
states that academic subjects include the following courses provided in accordance with the learning content of the national curriculum standards: Morality
and Law, Chinese Language, History, Geography, Mathematics, foreign languages (English, Japanese, and Russian), Physics, Chemistry and Biology. The
Notice also states that sports (or sports and health), art (or music, fine arts) subjects, and comprehensive practical activities (including technical education,
labor and technical education), etc. shall be managed as non-academic subjects.

On August  25,  2021,  the  MOE  issued  the Administrative  Measures  on  Materials  for After-School  Tutoring  for  Primary  and  Secondary  School
Students (Trial Implementation). After-school tutoring materials refer to the learning materials independently compiled by after-school tutoring institutions
approved  and  registered  for  the  purpose  of  primary  and  secondary  school  students,  including  the  tutoring  materials  used  for  both  academic  and  non-
academic  subjects,  whether  online  or  offline.  The  tutoring  materials  shall  be  reviewed  as  required.  It  is  imperative  to  establish  the  internal  review  and
external review system for tutoring materials under the principle of reviewing every compilation and use. The training materials used for academic subjects
shall  be  reviewed  through  dual  review  by  combining  internal  review  by  the  after-school  tutoring  institutions  and  the  external  review  by  the  education
administrative authorities.

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On  September  9,  2021,  the  MOE  and  the  Ministry  of  Human  Resources  and  Social  Security  jointly  formulated  the Administrative  Measures  for
Employees  of  After-School  Tutoring  Institutions  (Trial  Implementation).  The  employees  of  after-school  tutoring  institutions  refer  to  the  staff  in  the
institutions that carry out after-school tutoring for primary and secondary school students and preschool children over the age of 3 according to regulations,
including: teaching staff, teaching and research staff and other staff. In principle, the full-time teaching, teaching and research staff of after-school tutoring
institutions shall not be less than 50% of the total number of employees in the institution. For offline tutoring for primary and secondary school students, in
principle, the full-time teaching staff per class shall not be less than 2% of the number of students; for offline training for preschool children over 3 years
old, in principle, full-time training staff per class shall not be less than 6% of the number of children. After-school tutoring institutions shall publicly make
a written commitment that the recruitment of practitioners complies with the provisions of relevant measures.

The Opinion requires that local government authorities shall (i) classify non-academic subjects according to the categories of sports, culture and art,
science and technology and other non-academic subjects and designate the competent authorities responsible for administering such non-academic after-
school  tutoring  institutions  respectively,  (ii)  formulate  standards  for  different  categories  of  non-academic  subjects  and  (iii)  conduct  strict  examination
before  granting  any  permission. As  of  the  date  of  this  annual  report,  certain  local  government  authorities  (including  some  of  the  areas  where  we  have
training centers) have promulgated rules that require non-academic after school tutoring institutions in areas for K-12 students, such as art, music, among
others, to obtain private school operating permit or prior approvals for non-academic after school tutoring institutions from local competent authorities. For
example,  on August  2,  2021,  the  Department  of  Educational  of  Guangdong  Province  issued  a  notice  which  provides  local  educational  administration
authorities shall approve the activities conducted by non-academic after school tutoring institutions involving in non-academic subjects such as physical
education,  art,  etc,  in  accordance  with  the  relevant  laws  and  regulations  and  issue  operating  permit  accordingly;  further,  on  December  9,  2022,  the
Department of Educational of Guangdong Province and other government authorities jointly issued the Approval Procedure Guidance for Operating Permit
Application of Non-academic After School Tutoring Institutions (Trial Implementation), which, provides, among others, the non-academic after school
tutoring institutions that provide training for primary, middle and high school students may apply for operating permit if meeting the standards provided in
the Amended Private Education Law. On March 10, 2022, the Department of Culture and Tourism of Jiangsu Province issued the Admission Guidance of
Non-academic After School Tutoring Institutions Involving Art Training (Trial Implementation), which came into effect on April 10, 2022 and provides
that, among others, the non-academic after school tutoring institutions providing art training to primary and secondary middle school students in the stage
of compulsory education and kindergarten-age children shall apply for operating permit or approval for non-academic after-school tutoring institution from
local culture and tourism administration authorities at county level, and the local authorities may issue specific implementing rules for the implementation
of the foregoing; on May 9, 2022, the Department of Culture and Tourism of Jiangsu Province further issued the Management Measures for Non-academic
After  School  Tutoring  Institutions  Involving Art  Training  (Trial  Implementation  ),  which  came  into  effect  on  June  9,  2022  and  provides  that  the  non-
academic after school tutoring institutions providing art training to high school shall also apply for operating permit or approval from local culture and
tourism  administration  authorities  at  county  level.  On  June  15,  2022,  the  Department  of  Culture  and  Tourism  and  the  Department  of  Education  of
Shandong  Province  jointly  issued  the  Provisions  on  the  Establishment  of After  School  Tutoring  Institutions  Involving  Culture  and Arts  (Provisional),
which  came  into  effect  on August  1,  2022  with  a  two-year  validity  period  and  provides  that,  among  others,  the  non-academic  after  school  tutoring
institutions providing culture and art training to students in compulsory education stage and high school stage shall obtain private school operating permit
from local competent authorities, and the local authorities may issue specific implementing rules for the implementation of the foregoing. On August 15,
2022,  the  Department  of  Culture  and  Tourism  and  the  Department  of  Education  of  Yunnan  Province  jointly  issued  the Admission  Guidance  of  Non-
academic After  School  Tutoring  Institutions  Involving  Culture  and Art  Training  (Trial  Implementation),  which  provides  that,  among  others,  the  non-
academic after school tutoring institutions involving culture and art training that provide training for students of compulsory education stage shall apply
for  the  approval  for  non-academic  after-school  tutoring  institution  from  local  culture  and  tourism  administration  authorities  at  county  level,  the  local
authorities may issue specific implementing rules, and the non-academic after school tutoring institutions providing training for preschool children aged 3
to 6 and high school students shall also follow this guideline. On December 29, 2022, the Department of Culture and Tourism of Sichuan Province and
other seven departments jointly issued the Regulations on the Management of Non-Academic After School Tutoring Institutions (Trial Implementation),
which  came  into  effect  on  February  1,  2023  with  a  two-year  validity  period  and  provides  that,  among  others,  the  non-academic  after  school  tutoring
institutions providing culture and art, technology and physical training to K-12 students (including preschool children aged 3 to 6), shall obtain private
school operating permit from local competent authorities, and the local authorities may issue specific implementing rules for the implementation of the
foregoing.

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In addition, the PRC government authorities are also enhancing regulation on the non-academic after school tutoring institutions. On March 3, 2022,
the MOE, National Development and Reform Commission, or NDRC and SAMR jointly issued the Notice on Regulating Non-Academic After School
Training Institutions, which provide that, among others, (i) non-academic after school tutoring institutions shall have the corresponding qualifications and
their staffs shall have the corresponding proofs for their profession; (ii) non-academic after school tutoring institutions shall ensure that training contents
and training methods are suitable for the age, mental and physical characteristics and cognitive level of students; (iii) the training contents, training hours,
charging  items,  charging  standards  and  other  information  of  non-academic  after  school  tutoring  institutions  shall  be  made  public  and  subject  to  public
supervision; (iv) non-academic after school tutoring institutions shall use model service contract, strictly perform contractual obligations and self-regulate
their  own  charging  behaviors;  (v)  non-academic  after  school  tutoring  institutions’  unfair  competition  by  fictitious  original  prices,  false  discounts,  false
publicity,  monopolistic  behaviors  and  any  form  of  price  fraud  are  prohibited;  (vi)  the  pre-collection  of  fees  by  non-academic  after  school  tutoring
institutions  shall  be  deposited  to  the  special  account  for  fee  collection  and  tuition  fees  shall  not  be  collected  in  a  lump  sum,  or  in  disguised  form  of
recharging  or  measured  cards  for  more  than  60  classes  or  for  a  course  length  of  more  than  three  months;  and  (vii)  non-academic  after  school  tutoring
institutions shall comply with requirements relating to premise, facilities and fire safety. Further, on November 30, 2022, the MOE and other twelve PRC
government authorities jointly issued the Opinions on Regulating Non-Academic After School Tutoring Institutions for Primary, Middle and High School
Students,  which  provides  and  reiterates  that,  among  others,  (i)  local  government  authorities  shall  classify  non-academic  subjects  according  to  the
categories  of  sports,  culture  and  art,  science  and  technology  and  other  non-academic  subjects  and  designate  the  competent  authorities  responsible  for
administering  such  non-academic  after-school  tutoring  institutions  respectively,  (ii)  non-academic  after  school  tutoring  institutions  shall  meet  certain
conditions in respect of training place, training staff and operations, (iii) online non-academic after-school tutoring institutions shall obtain the approval
from  competent  government  authority  at  provincial  level  before  incorporation  registration  and  obtain  approval  from  telecommunication  authority  at
provincial  level  for  conducting  Internet  information  services;  offline  non-academic  after-school  tutoring  institutions  shall  obtain  the  approval  from
competent  government  authority  at  county  level  before  incorporation  registration,  (iv)  non-academic  after  school  tutoring  institutions  shall  ensure  that
training contents are suitable for the age, mental and physical characteristics and cognitive level of students, and (v) all the pre-collection of fees by non-
academic after school tutoring institutions shall be deposited to the special account for fee collection. Moreover, as of the date of this annual report, certain
local  government  authorities  (including  some  of  the  areas  where  we  have  training  centers,  such  as  Guangdong  Province,  Jiangsu  Province,  Shandong
Province, Yunnan Province and Sichuan Province) have promulgated specific rules to regulate the market access and operation activities of non-academic
after school tutoring institutions, which typically specify the various requirements in relation to market access, training place, teachers, teaching materials,
pre-collection  of  training  fees,  etc.  However,  the  foregoing  notice,  opinions  and  rules  are  recently  issued,  and  thus  the  interpretation  of  the  foregoing
notice,  opinions  and  rules  remain  unclear  in  several  respects  at  this  time,  and  especially,  it  is  unclear  if  the  foregoing  notice,  opinions  and  rules  are
applicable to private education institutions mainly focusing on art education for high school and undergraduate students for the purpose of overseas study
like  us.  If  the  foregoing  notice,  opinions  and  rules  also  apply  to  us,  failure  to  comply  with  the  relevant  provisions  therein  may  lead  to  administrative
measures  by  the  competent  authorities  and  thus  may  materially  and  adversely  impact  our  business  and  financial  outlook.  In  addition,  if  the  foregoing
notice, opinions and rules also apply to us, we would be subject to the limitation for the pre-collection of training fees and the cost of our training centers
would increase to meet various requirements for training place, teachers and teaching materials and our financial condition may therefore be adversely
impacted.

Although we do not anticipate our business to be materially impacted by the Opinion and related rules and regulations, certain types of our ancillary
services may fall under the coverage of the Opinion and its local implementing measures, which may adversely affect our business, financial condition
and results of operations. See “Item 3.D. Risk Factors — Risks Relating to Regulations of Our Business — Although we do not anticipate our business to
be  materially  impacted  by  the  Opinions  on  Further  Alleviating  the  Burden  of  Homework  and  After-School  Tutoring  for  Students  in  Compulsory
Education, certain types of our ancillary services may fall under the coverage of the Opinion and its local implementing measures, which may adversely
affect our business, financial condition and results of operations. And we cannot assure you that any future development, interpretation and enforcement
of Opinion and relevant regulations would not materially and adversely impact our business and financial outlook.”

Guidelines for Overseas Educational Travel Participated by Primary and Middle School Students (Trial)

On  July  15,  2014,  the  MOE  promulgated  the  Guidelines  for  Overseas  Educational  Travel  Participated  by  Primary  and  Middle  School  Students
(Trial),  or  the  Guidelines,  which  became  effective  on  July  15,  2014.  Under  the  Guidelines,  overseas  educational  travels  participated  in  by  primary  and
middle school students means, by adapting to the characteristics of primary and middle school students and the educational needs, programs that organize
primary and middle school students to go overseas to learn foreign languages and other short-term curriculum, perform art shows, compete in contests,
visit schools, attend summer/winter school programs, or take part in other activities that help students expand their horizon and promote enrichment and
enhancement, in the manner of group travel and group accommodation during the academic semesters or vacations. Overseas educational travels attended
by primary and middle school students shall follow the principles of safety, civility and efficiency. The schedule for study, from the perspective of both the
content and the duration, shall be no less than 1/2 of the total schedule. The organizer shall choose legitimate and qualified cooperation institutions, and
stress the importance of safe education, and shall appoint a guiding teacher for each group. The organizer shall apply the rules of cost accounting, notify
the students and their supervisors of the composition of the fees and expenses, and enter into an agreement as required by law. The school and its staff shall
not seek any economic benefit from organizing its own students to attend an overseas educational travel.

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Regulations on Tourism

The Tourism Law of the PRC, which was promulgated by the Standing Committee of the NPC and most recently amended on October 26, 2018,
provides that, among other things, to engage in the businesses of outbound tourism, a travel agency shall obtain the corresponding business permit, and the
specific conditions shall be provided for by the State Council and that when organizing an outbound touring group, or organizing or receiving an inbound
touring group, a travel agency shall, in accordance with the relevant provisions, arrange for a tour leader or tour guide to accompany the touring group in
the  whole  tour.  Regulations  on  Travel Agencies  promulgated  by  the  State  Council,  revised  on  November  29,  2020,  and  the  implementation  rules  of
Regulations on Travel Agencies, provide that, among other things, travel agent shall mean any entity that engages in the business of attracting, organizing,
and  receiving  tourists,  providing  tourism  services  for  tourists  and  operating  domestic,  outbound  or  border  tourism;  the  aforementioned  business  shall
include  but  not  limit  to  arranging  for  transport  services,  arranging  for  accommodation  services,  providing  services  for  tour  guides  or  team  leaders,
providing services of tourism consultation and tourism activities design. According to the Regulations on Travel Agencies and its implementation rules,
any  tourism  agent  engages  in  domestic  and  outbound  tourism  shall  apply  for  corresponding  permits  to  engage  in  such  tourism  activities  from  the
administrative department of tourism under the State Council, the governments of provinces, autonomous regions, or municipalities. In the event that any
person is engaged in tourism business without holding the permits required, the competent administrative department or branch of SAMR may order such
person  to  obtain  the  permits  required,  confiscate  the  illegal  income  from  such  business  and  impose  fines  to  such  person.  With  respect  to  our  research-
based  learning  services,  we  cooperate  with  third  party  travel  agencies  which  have  travel  agency  permits  for  our  educational  travel  activities,  such  as
accommodation and tour guiding, while we are also engaged in certain travel-related activities ourselves, such as attracting and organizing students, and
arranging for some transport services. Under the current law rules, it is not clear whether we are required to obtain a travel agency permit.

Regulations Relating to Internet Content and Information Security

Internet content in China is regulated and restricted by the PRC government. The Administrative Measures on Internet Information Services, which
was amended in 2011, specify that internet information services regarding news, publications, education, medical and health care, pharmacy and medical
appliances, among other things, are to be examined, approved and regulated by the relevant authorities. Internet information providers are prohibited from
providing  services  beyond  those  included  in  the  scope  of  their  ICP  licenses  or  filings.  Furthermore,  these  measures  clearly  specify  a  list  of  prohibited
content. Internet information providers are prohibited from producing, copying, publishing or distributing information that is humiliating or defamatory to
others or that infringes the lawful rights and interests of others. Internet information providers that violate the prohibition may face criminal charges or
administrative sanctions by the PRC authorities. Internet information providers must monitor and control the information posted on their websites. If any
prohibited content is found, they must remove the offending content immediately, keep a record of it and report to the relevant authorities.

Internet information in China is also regulated and restricted from a national security standpoint. In 2009, the Standing Committee of the NPC has
enacted  the  Decision  of  the  Standing  Committee  of  the  NPC  on  Preserving  Computer  Network  Security,  which  may  subject  violators  to  criminal
punishment for any effort to: (i) gain improper entry into a computer or system of strategic importance; (ii) disseminate politically disruptive information;
(iii) leak state secrets; (iv) spread false commercial information; or (v) infringe intellectual property rights.

In addition, the Standing Committee of the NPC promulgated the Cyber Security Law,  which  took  effect  on  June  1,  2017,  to  protect  cyberspace
security  and  order.  Pursuant  to  the  Cyber  Security  Law,  any  individual  or  organization  using  the  network  must  comply  with  the  constitution  and  the
applicable laws, follow the public orders and respect social moralities, and must not endanger cyber security, or engage in activities by making use of the
network  that  endanger  the  national  security,  honor  and  interests,  or  infringe  on  the  fame,  privacy,  intellectual  property  and  other  legitimate  rights  and
interests  of  others.  The  Cyber  Security  Law  sets  forth  various  security  protection  obligations  for  network  operators,  which  are  defined  as  “owners  and
administrators of networks and network service providers,” including, among others, complying with a series of requirements of tiered cyber protection
systems; verifying users’ real identities; localizing the personal information and important data gathered and produced by key information infrastructure
operators during operations within China; and providing assistance and support to government authorities where necessary for protecting national security
and investigating crimes. On September 14, 2022, the CAC published the Draft Amendment to Cybersecurity Law, which, among other things, aggravated
legal liabilities for violations of cybersecurity obligations and critical information infrastructure operators’ obligations. As of the date of this annual report,
the Draft Amendment to Cybersecurity Law was released for public comment only, and its respective provisions and anticipated adoption or effective date
may  be  subject  to  change  with  substantial  uncertainty.  On  May  28,  2019,  the  CAC  promulgated  the  Draft  Data  Security  Administrative  Measures.
According  to  the  Draft  Data  Security  Administrative  Measures,  cyberspace  operators  shall,  in  accordance  with  relevant  laws  and  administrative
regulations,  with  reference  to  national  cyber  security  standards,  fulfill  the  obligation  for  data  security  protection,  establish  data  security  management
responsibility  as  well  as  evaluation  and  appraisal  systems,  develop  data  security  plans,  implement  data  security  technology  protection,  and  carry  out
assessment of data security risks, develop emergency plans for cyber security incidents, promptly handle security incidents and organize data security-
related education and training. On June 10, 2021, the Standing Committee of the NPC promulgated the Data Security Law, which became effective on
September 1, 2021. The Data Security Law, among others, provides for security review procedures for data activities that may affect national security.

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On April 13, 2020, the CAC, the MIIT and certain other government authorities jointly promulgated the Measures for Cybersecurity Reviews, which
took  effect  on  June  1,  2020,  or  the  Prior  Cybersecurity  Review  Measures.  The  Prior  Cybersecurity  Review  Measures  requires  that  critical  information
infrastructure operators purchasing network products and services, which affects or may affect national security, shall apply for cybersecurity review to the
cyberspace administrations in accordance with the provisions thereunder. On December 28, 2021, CAC published the Cybersecurity Review Measures,
which  became  effective  on  February  15,  2022  and  replaced  the  Prior  Cybersecurity  Review  Measures.  Under  the  Cybersecurity  Review  Measures,  the
scope of cybersecurity reviews is extended to also cover internet platform operators engaging in data processing activities that affect or may affect national
security.  The  Cybersecurity  Review  Measures  further  require  that  any  internet  platform  operator  applying  for  listing  on  a  foreign  exchange  must  go
through cybersecurity review if it possesses personal information of more than one million users. The review focuses on several factors, including, among
others, (i) the risk of theft, leakage, corruption, illegal use or export of any core or important data, or a large amount of personal information, and (ii) the
risk of any critical information infrastructure, core or important data, or a large amount of personal information being affected, controlled or maliciously
exploited by a foreign government after a company is listed. We believe we would not be subject to the cybersecurity review by the CAC, given that:
(i) we do not possess a large amount of personal information in our business operations; and (ii) data processed in our business does not have a bearing on
national security and thus may not be classified as core or important data by the authorities. However, we cannot assure you that PRC regulatory agencies,
including the CAC, would take the same view as we do, and there remains uncertainty as to how the Cybersecurity Review Measures will be interpreted or
implemented  and  whether  the  PRC  regulatory  agencies,  including  the  CAC,  may  adopt  new  laws,  regulations,  rules,  or  detailed  implementation  and
interpretation related to the Cybersecurity Review Measures. See “Item 3.D. Risk Factors — Risks Relating to Regulations of Our Business — Failure to
comply with regulations relating to information security and privacy protection, breaches or perceived breaches of our security measures relating to our
service  offerings,  unauthorized  disclosure  or  misuse  of  personal  data  through  breaches  of  our  computer  systems  or  otherwise,  could  result  in  negative
publicity and loss of students, expose us to protracted and costly litigation, and harm our business and results of operations. Additionally, it is unclear
whether we will be subject to the oversight of the CAC and how such oversight may impact us.”

On  January  8,  2021,  the  CAC  published  the Amended  Measures  for  the Administration  of  Internet  Information  Services  (Draft  for  Comments),
which requires that any organization or individual within the territory of the People’s Republic of China that provides internet information services to users
in China using network resources at home and abroad shall abide by the provisions of these measures. To engage in internet information services, which
belong to the operation of  telecommunications  business,  an  ICP  license  from  the  competent  telecommunications  department  shall  be  obtained.  Internet
information service providers shall establish an information release review system. On November 14, 2021, the CAC publicly solicited opinions on the
Draft Data Security Regulations, which provides that data processors that handle personal information of more than one million people intending to be
listed abroad should apply for a cybersecurity review.

As the Amended Measures for the Administration of Internet Information Services (Draft for Comments) and the Draft Data Security Regulations
have not been adopted, and it remains unclear whether the formal versions to be adopted in the future will have any further material changes, it is uncertain
how the measures will be enacted, interpreted, or implemented, or how they will affect us.

Regulation of Domain Names and Website Names

PRC laws require owners of Internet domain names to register their domain names with qualified domain name registration agencies approved by
MIIT and obtain a registration certificate from such registration agencies. A registered domain name owner has an exclusive usage right over its domain
name.  Unregistered  domain  names  may  not  receive  proper  legal  protections  and  may  be  misappropriated  by  unauthorized  third  parties. As  of April  6,
2023, we have registered 38 domain names relating to our websites, including www.atai.net.cn, www.acgedu.cn  and www.acgorg.com the primary URL
for  our  website,  with  the  Internet  Corporation  for Assigned  Names  and  Numbers  and  the  China  Internet  Network  Information  Center,  a  domain  name
registration service provider in China.

PRC law requires entities operating commercial websites to register their website names with SAMR or its local offices and obtain a commercial
website name registration certificate. If any entity operates a commercial website without obtaining  such  certificate,  it  may  be  charged  a  fine  or  suffer
other penalties imposed by the SAMR or its local offices.

Regulation of Privacy Protection

PRC  law  does  not  prohibit  Internet  content  providers  from  collecting  and  analyzing  personal  information  from  their  users.  PRC  law  prohibits
Internet content providers from disclosing to third parties any information transmitted by users through their networks unless otherwise permitted by law.
If an Internet content provider violates these regulations, MIIT or its local offices may impose penalties and the Internet content provider may be liable for
damages caused to its users.

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On July 16, 2013, the MIIT issued the Order for the Protection of Telecommunication and Internet User Personal Information. Most requirements
under the order that are relevant to internet content provision operators are consistent with pre-existing requirements, but the new requirements are often
more stringent and have a wider scope. If an internet content provision operator wishes to collect or use personal information, it may do so only if such
collection is necessary for the services it provides. Further, it must disclose to its users the purpose, method and scope of any such collection or use, and
must obtain consent from its users whose information is being collected or used. Internet content provision operators are also required to establish and
publish their rules relating to personal information collection or use, keep any collected information strictly confidential, and take technological and other
measures to maintain the security of such information. Internet content provision operators are required to cease any collection or use of the user personal
information and de-register the relevant user account when a given user stops using the relevant internet service. Internet content provision operators are
further  prohibited  from  divulging,  distorting  or  destroying  any  such  personal  information,  or  unlawfully  selling  or  providing  such  information  to  other
parties. In addition, if an internet content provision operator appoints an agent to undertake any marketing and technical services that involve the collection
or use of personal information, the internet content provision operator is still required to supervise and manage the protection of such information. As for
penalties, violators may face warnings, fines, and disclosure to the public and, in most severe cases, criminal liability under the order.

Pursuant to the Ninth Amendment to the Criminal Law issued by the Standing Committee of the NPC in August 2015, which became effective in
November  2015,  any  internet  service  provider  that  fails  to  fulfill  the  obligations  related  to  internet  information  security  administration  as  required  by
applicable laws and refuses to rectify upon orders, shall be subject to criminal penalty for the result of (i) any dissemination of illegal information in large
scale; (ii) any severe effect due to the leakage of the client’s information; (iii) any serious loss of criminal evidence; or (iv) other severe situation, and any
individual  or  entity  that  (i)  sells  or  provides  personal  information  to  others  in  a  way  violating  the  applicable  law,  or  (ii)  steals  or  illegally  obtains  any
personal information, shall be subject to criminal penalty in severe situation.

On November 7, 2016, the Standing Committee of the NPC issued the Cyber Security Law of the People’s Republic of China, or the Cyber Security
Law, which took effect on June 1, 2017. The Cyber Security Law requires providers of services over Internet networks to keep user information that they
have collected in strict confidence and to establish improved systems for the protection of user information. Such service providers must provide notice of
the purpose, methods and scope of their collection and use of user information, and obtain the consent of each person whose personal information will be
collected. Providers of services over Internet networks may not collect any personal information that is not related to the services they provide, or disclose
or  tamper  with  personal  information  that  they  have  collected,  unless  such  information  is  encoded  to  prevent  identification  of  individuals  whose
information is so disclosed or tampered with. Service providers who do not comply with the Cyber Security Law may be subject to fines, suspension of
their businesses, shutdown of their websites, and revocation of their business licenses. On September 14, 2022, the CAC published the Draft Amendment
to  Cybersecurity  Law,  which,  among  other  things,  aggravated  legal  liabilities  for  violations  of  cybersecurity  obligations  and  critical  information
infrastructure operators’ obligations. As of the date of this annual report, the Draft Amendment to Cybersecurity Law was released for public comment
only, and its respective provisions and anticipated adoption or effective date may be subject to change with substantial uncertainty.

On May 8, 2017, the Supreme People’s Court and the Supreme People’s Procuratorate jointly issued the Interpretations on Several Issues concerning
the Application of Law in the Handling of Criminal Cases Involving Infringement of Citizens’ Personal Information which further clarified the meaning of
certain terms of Article 253A of the Criminal Law, including but not limited to the terms of “personal information of a citizen,” “one providing citizen’s
personal information” and “serious case.”

On August 20, 2021, the Standing Committee of the NPC promulgated the Personal Information Protection Law, which took effect on November 1,
2021.  The  Personal  Information  Protection  Law  aims  at  protecting  the  personal  information  rights  and  interests,  regulating  the  processing  of  personal
information,  ensuring  the  orderly  and  free  flow  of  personal  information  in  accordance  with  the  law,  and  promoting  the  reasonable  use  of  personal
information. According  to  the  Personal  Information  Protection  Law,  personal  information  includes  all  kinds  of  identified  or  identifiable  information
related to natural persons recorded by electronic or other means, but excludes de-identified information. The Personal Information Protection Law also
specified the rules for handling sensitive personal information, which includes biometrics, religious beliefs, specific identities, medical health, financial
accounts,  trails  and  locations,  and  personal  information  of  teenagers  under  fourteen  years  old  and  other  personal  information,  which,  upon  leakage  or
illegal usage, may easily infringe the personal dignity or harm of safety of livelihood and property. Personal information handlers shall bear responsibility
for  their  personal  information  handling  activities,  and  adopt  necessary  measures  to  safeguard  the  security  of  the  personal  information  they  handle.
Otherwise, the personal information handlers will be ordered for rectification or suspension or termination of provision of services, confiscation of illegal
income, subject to fines or other penalties. On the other hand, pursuant to the Personal Information Protection Law, personal information processors, who
to transfer personal information out of mainland China for business and other needs, shall satisfy one of the following conditions: (i) passing the security
assessment by the national cyberspace authorities; (ii) being certified by professional organizations for personal information protection; (iii) entering into
contracts providing the rights and obligations of both parties with overseas recipients in accordance with the standard contract formulated by the national
cyberspace authorities; and (iv) other conditions specified by laws, administration regulations and the national cyberspace authorities.

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On July 7, 2022, the CAC issued the Measures on Security Assessment of the Cross-border Transfer of Data, which took effect on September 1,
2022. The measures provide that four types of cross-border transfers of critical data or personal information generated from or collected in mainland China
should  be  subject  to  a  security  assessment,  which  include:  (i)  a  data  processor  to  transfer  important  data  overseas;  (ii)  either  a  critical  information
infrastructure operator, or a data processor processing personal information of more than 1 million individuals, transfers personal information overseas;
(iii)  a  data  processor  who  has,  since  January  1  of  the  previous  year,  transferred  personal  information  of  more  than  100,000  individuals  overseas
cumulatively,  or  transferred  sensitive  personal  information  of  more  than  10,000  individuals  overseas  cumulatively;  or  (iv)  other  circumstances  under
which security assessment of data cross-border transfer is required as prescribed by the national cyberspace administration. As of the date of this annual
report, the amount of personal information (including sensitive personal information) transmitted by the Company, its subsidiaries and the VIE across the
border  is  relatively  small,  and  none  of  them  has  received  any  notice  from  the  national  cyberspace  authorities  requiring  them  to  conduct  security
assessment.

On  November  4,  2022,  the  CAC  and  the  State  Administration  for  Market  Regulation  jointly  issued  the  Announcement  in  relation  to  the
Implementation  of  Personal  Information  Protection  Certification  with  an  exhibit  of  Implementation  Rules  for  Personal  Information  Protection
Certification, according to which, the professional organizations authorized to conduct personal information protection certification shall comply with the
Implementation  Rules  for  Personal  Information  Protection  Certification.  On  February  22,  2023,  the  CAC  issued  the  Model  Contract  Provision  with  an
exhibit of model contract, which will take effect on June 1, 2023. According to the Model Contract Provision, the personal information processor meeting
all of the following four conditions may transfer personal information out of mainland China by way of entering into the model contract: (i) non-critical
information  infrastructure  operator;  (ii)  possessing  personal  information  of  less  than  one  million  users;  (iii)  a  personal  information  processor  who  has,
since  January  1  of  the  previous  year,  transferred  personal  information  of  less  than  100,000  individuals  overseas  cumulatively;  and  (iv)  a  personal
information processor who has, since January 1 of the previous year, transferred sensitive personal information of less than 10,000 individuals overseas
cumulatively.  Also,  the  personal  information  processor  shall  conduct  personal  information  protection  influence  assessment  before  transferring  any
personal information out of mainland China. The personal information processor shall file the signed model contract within ten days after the effective
date of such model contract with the local competent authority.

Regulation of Foreign Investment

According  to  the  Sino-foreign  Equity  Joint  Venture  Enterprise  Law,  the  Sino-foreign  Cooperative  Joint  Venture  Enterprise  Law  and  the  Wholly
Foreign-invested  Enterprise  Law,  foreign  invested  enterprises  can  be  established  in  the  form  of  a  Sino-foreign  equity  joint  venture,  a  Sino-foreign
cooperative joint venture or a wholly foreign-owned enterprise. Prior to its registration, the enterprise must be approved by the commerce authorities, upon
which a certificate of approval for an FIE will be issued.

On  December  27,  2021,  the  Ministry  of  Commerce,  or  MOFCOM,  and  National  Development  and  Reform  Commission,  or  NDRC,  jointly
promulgated the Special Administrative Measures for the Access of Foreign Investment (Negative List) (2021 Edition) (the “2021 Negative List”), which
came into effect on January 1, 2022. The 2021 Negative List replaced the negative list provided under the Special Administrative Measures for the Access
of Foreign Investment (Negative List) (2020 Edition) (the “2020 Negative List”). Pursuant to the 2021 Negative List, the number of items subject to the
special administrative measures has been reduced from 33 to 31. The 2021 Negative List remains unchanged with respect to the education industry.

On March 15, 2019, Second Session of the 13th National People’s Congress adopted the Foreign Investment Law of the People’s Republic of China,
and came into effect as of January 1, 2020. On December 26, 2019,  State  Council  promulgated  the  Implementation  Rules  of  Foreign  Investment  Law,
effective  from  January  1,  2020.  On  December  26,  2019,  Supreme  People’s  Court  promulgated  the  Interpretations  of  the  Supreme  People’s  Court  on
Certain Issues on Application of the Foreign Investment Law, effective from January 1, 2020. After the Foreign Investment Law became effective, the trio
of existing laws regulating foreign investment in China, namely, the Sino-foreign Equity Joint Venture Enterprise Law, the Sino-foreign Cooperative Joint
Venture  Enterprise  Law  and  the  Wholly  Foreign-invested  Enterprise  Law,  together  with  their  implementation  rules  and  ancillary  regulations,  were
abolished.

After the formal implementation of the Foreign Investment Law, the organization form and institutional framework of a newly established foreign-
funded enterprise are subject to the relevant provisions of the Company Law of the People’s Republic of China or the Partnership Enterprise Law of the
People’s Republic of China. Foreign-funded enterprises established in accordance with the laws on the foregoing three types of foreign-funded enterprises
before the implementation of the Foreign Investment Law may continue to retain their original organizational forms for five years after the implementation
of  the  Foreign  Investment  Law.  In  other  words,  existing  foreign-funded  enterprises  will  have  a  transition  period  of  five  years  to  modify  their  existing
organizational forms and organizational structure to meet and abide by the relevant provisions of the Company Law of the People’s Republic of China or
the Partnership Enterprise Law of the People’s Republic of China.

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Regulation of Foreign Exchange

The PRC government imposes restrictions on the convertibility of the Renminbi and on the collection and use of foreign currency by PRC entities.
Under current regulations, the Renminbi is convertible for current account transactions, which include dividend distributions, interest payments, and the
import and export of goods and services. Conversion of Renminbi into foreign currencies and foreign currencies into Renminbi for payments relating to
“capital account transactions,” which include, among other things, investment, loans and acquisitions of land and other fixed assets overseas, generally
require the approval of or registration or filing with SAFE or its authorized banks and other relevant Chinese governmental authorities.

Under current PRC regulations, FIEs such as our PRC subsidiaries are required to apply to the banks by SAFE for Foreign Exchange Registration.
With such a registration, an FIE may open foreign exchange bank accounts at banks authorized to conduct foreign exchange business by SAFE and may
buy, sell and remit foreign exchange through such banks, subject to documentation and approval requirements. FIEs are required to open and maintain
separate foreign exchange accounts for capital account transactions and current account transactions. In addition, there are restrictions on the amount of
foreign currency that FIEs may retain in such accounts.

According to Article 22 of the Regulations on the Foreign Exchange System of the People’s Republic of China, if the Company’s PRC subsidiaries
liquidate, the Renminbi distributable to its foreign shareholders after the liquidation and payment of relevant taxes can be freely converted into foreign
currency and remitted abroad. Therefore, there are no legal impediments to remitting the proceeds from a liquidation of our PRC subsidiaries outside of
China to investors who are not PRC nationals.

Further,  SAFE  promulgated  a  new  circular  (known  as  Circular  142)  in August  2008  with  respect  to  the  administration  of  conversion  of  foreign
exchange capital contributions of a foreign invested enterprise. The circular clarifies that Renminbi converted from foreign exchange capital contributions
can  only  be  used  for  the  activities  within  the  approved  business  scope  of  such  foreign  invested  enterprise  and  cannot  be  used  for  domestic  equity
investments unless otherwise permitted.

In addition, SAFE also strengthened its oversight over the flow and use of Renminbi converted from the foreign currency denominated capital of a
foreign-invested company. The use of such Renminbi may not be changed without approval from SAFE, and such Renminbi may not be used to repay
Renminbi loans if the proceeds of such loans have not yet been used. Violations of Circular 142 may result in severe penalties, including substantial fines
as set forth in the related foreign exchange administration rules. In addition, SAFE promulgated a circular on November 9, 2010, or Circular 59, which
tightens the regulation over settlement of the fund which is raised from overseas offerings such as our initial public offering and follow-on public offering
and is transferred back to China and requires that the settlement of such fund must be consistent with the description in the prospectuses for the initial
public  offering  and  follow-on  public  offering.  Furthermore,  it  has  recently  come  to  our  attention  that  SAFE  issued  an  internal  guideline  to  its  local
counterparts, referred to as Circular 45, in November 2011. Circular 45 has never been formally announced by SAFE to the public or posted on SAFE’s
website. Based on the version made publicly available by certain local governmental authorities on their websites, we understand that Circular 45 requires
SAFE’s  local  counterparts  to  strengthen  the  control  imposed  by  Circulars  142  and  59  over  the  conversion  of  a  foreign-invested  company’s  capital
contributed in foreign currency into RMB. Circular 45 stipulates that a foreign-invested company’s RMB funds, if converted from such company’s capital
contributed  in  foreign  currency,  may  not  be  used  by  such  company  to  (i)  extend  loans  (in  the  form  of  entrusted  loans),  (ii)  repay  borrowings  between
enterprises, or (iii) repay bank loans it has obtained and on-lent to third parties.

On May 10, 2013, SAFE released Circular 21, which came into effect on May 13, 2013. According to Circular 21, SAFE has simplified the foreign
exchange  administration  procedures  with  respect  to  the  registration,  account  openings  and  conversions,  receipt  and  payment,  settlements  and  sale  of
foreign exchange in relation to foreign direct investment.

SAFE  promulgated  the  SAFE  Circular  19,  on  March  30,  2015,  which  abolished  Circular  142. According  to  SAFE  Circular  19,  up  to  all  of  the
foreign exchange capital in the capital account of FIEs can be settled at the banks based on the actual operation needs of the FIEs. The capital in Renminbi
obtained by FIEs from the discretionary settlement of foreign exchange capital shall be managed under the account pending foreign exchange settlement
payment. The expenditure scope of such account includes: the expenditure within the scope  of  business,  the  payment  of  the  capital  of  domestic  equity
investment  and  deposits  in  Renminbi,  the  repayment  of  the  used  loans  in  Renminbi,  the  purchase  payment  of  foreign  exchange  or  direct  external
repayment of foreign debts or other expenditure approved by the foreign exchange bureaus, but the capital of FIEs and capital in Renminbi obtained by
them from foreign exchange settlement shall not be used for the following purposes: (i) directly or indirectly used for the payment beyond the business
scope  of  the  enterprises  or  the  payment  prohibited  by  national  laws  and  regulations;  (ii)  directly  or  indirectly  used  for  investment  in  securities  unless
otherwise provided by laws and regulations; (iii) directly or indirectly used for granting the entrust loans in Renminbi (unless permitted by the scope of
business), repaying the inter-enterprise borrowings (including advances by the third party) or repaying the bank loans in Renminbi that have been sub-lent
to the third party; and (iv) paying the expenses related to the purchase of real estate not for self-use, except for the foreign-invested real estate enterprises.

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On  February  13,  2015,  SAFE  promulgated  the  Notice  on  Further  Simplifying  and  Improving  the  Policies  of  Foreign  Exchange Administration
Applicable to Direct Investment, or SAFE Circular 13, which became effective on June 1, 2015. Pursuant to SAFE Circular 13, annual foreign exchange
inspection of direct investment is not required anymore, and the registration of existing equity is required. SAFE Circular 13 also grants the authority to
banks to directly examine and process foreign exchange registration with respect to both domestic and overseas direct investment. SAFE issued the SAFE
Circular 16, effective from June 9, 2016. Pursuant to SAFE Circular 16, enterprises registered in China may also convert their foreign debts from foreign
currency to Renminbi on a self-discretionary basis. SAFE Circular 16 provides an integrated standard for conversion of foreign exchange under capital
account  items  (including  but  not  limited  to  foreign  currency  capital  and  foreign  debts)  on  a  self-discretionary  basis  which  applies  to  all  enterprises
registered in China. SAFE Circular 16 reiterates the principle that Renminbi converted from foreign currency-denominated capital of a company may not
be directly or indirectly used for purposes beyond its business scope or prohibited by PRC laws or regulations, while such converted Renminbi shall not be
provided as loans to its non-affiliated entities.

On October 23, 2019, SAFE issued the Notice for Further Advancing the Facilitation of Cross-border Trade and Investment, or SAFE Circular 28.
Among others, SAFE Circular 28 relaxes the prior restrictions and allows the FIEs without having equity investment in their approved business scope to
use their capital obtained from foreign exchange settlement to make domestic equity investment as long as the investments are real and in compliance with
the foreign investment-related laws and regulations. In addition, SAFE Circular 28 stipulates that qualified enterprises in certain pilot areas may use their
capital  income  from  registered  capital,  foreign  debt  and  overseas  listing,  for  the  purpose  of  domestic  payments  without  providing  authenticity
certifications to the relevant banks in advance for those domestic payments.

On April 10, 2020, SAFE promulgated the Circular on Optimizing Administration of Foreign Exchange to Support the Development of Foreign-
related Business, under which eligible enterprises are allowed to make domestic payments by using their capital funds, foreign loans and the income under
capital accounts of overseas listing without providing the evidentiary materials concerning the authenticity of each expenditure in advance, provided that
their capital use shall be authentic and conforms to the prevailing administrative regulations on the use of income under capital accounts.

Regulation of Foreign Exchange in Certain Onshore and Offshore Transactions

SAFE  promulgated  the  Circular  on  Relevant  Issues  Concerning  Foreign  Exchange  Control  on  Domestic  Residents’  Offshore  Investment  and
Financing and Roundtrip Investment through Special Purpose Vehicles, or SAFE Circular 37, on July 4, 2014. SAFE Circular 37 requires PRC residents to
register with local branches of SAFE in connection with their direct establishment or indirect control of an offshore entity, for the purpose of overseas
investment and financing, with such PRC residents’ legally owned assets or equity interests in domestic enterprises or offshore assets or interests, referred
to in SAFE Circular 37 as a “special purpose vehicle.” SAFE Circular 37 further requires amendment to the registration in the event of any significant
changes with respect to the special purpose vehicle, such as increase or decrease of capital contributed by PRC individuals, share transfer or exchange,
merger, division or other material event. In the event that a PRC shareholder holding interests in a special purpose vehicle fails to fulfill the required SAFE
registration,  the  PRC  subsidiaries  of  that  special  purpose  vehicle  may  be  prohibited  from  making  profit  distributions  to  the  offshore  parent  and  from
carrying out subsequent cross-border foreign exchange activities, and the special purpose vehicle may be restricted in its ability to contribute additional
capital  into  its  PRC  subsidiary.  Moreover,  failure  to  comply  with  the  various  SAFE  registration  requirements  described  above  could  result  in  liability
under PRC law for evasion of foreign exchange controls.

Our significant shareholder, Xiaofeng Ma, has previously completed his registration with SAFE and has submitted relevant materials to update his
registration, and we have urged our other Chinese resident shareholders to register under SAFE Circular 37 and they are preparing for such application.
However, we cannot assure you that the application will be accepted by SAFE.

Failure  by  such  shareholders  to  comply  with  SAFE  Circular  37  could  subject  us  to  fines  or  legal  sanctions,  restrict  our  overseas  or  cross-border
investment activities, limit our subsidiaries’ ability to make distributions or pay dividends or affect our ownership structure, which could adversely affect
our business and prospects. Failure to register or comply with relevant requirements may also limit our ability to contribute additional capital to our PRC
subsidiaries and limit our PRC subsidiaries’ ability to distribute dividends to our company. These risks may have a material adverse effect on our business,
financial condition and results of operations.

Regulation of Overseas Listings

On August 8, 2006, six PRC regulatory agencies, including the CSRC, promulgated the M&A Rule, which became effective on September 8, 2006
without retroactive effect and was amended by the PRC Ministry of Commerce on June 22, 2009. The M&A Rule, among other things, requires that an
offshore company controlled by PRC companies or individuals that has acquired a PRC domestic company for the purpose of listing the PRC domestic
company’s equity interest on an overseas stock exchange must obtain the approval of the CSRC prior to the listing and trading of such offshore company’s
securities on an overseas stock exchange. On September 21, 2006, the CSRC, pursuant  to  the  M&A  Rule,  published  on  its  official  website  procedures
specifying documents and materials required to be submitted to it by offshore companies seeking CSRC approval of their overseas listings.

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We believe CSRC approval was not required for our initial public offering in February 2008 because the CSRC approval required under the M&A
Rule  only  applies  to  an  offshore  company  that  has  acquired  a  domestic  PRC  company  for  the  purpose  of  listing  the  domestic  PRC  company’s  equity
interest on an overseas stock exchange, while (i) we obtained our equity interest in each of our PRC subsidiaries by means of direct investment other than
by acquisition of the equity or assets of a PRC domestic company in 2008, (ii) our former contractual arrangements with ATA Online do not constitute the
acquisition of ATA Online, (iii) the M&A Rule does not apply to the acquisition by ATA Learning, which had been a wholly foreign owned enterprise
since incorporation until it was reformed into a PRC domestic company in 2018, and (iv) although Article 11 of M&A Rule prohibits the circumvention of
the M&A Rule through establishing FIEs, ATA Learning was established in 2003 before the M&A Rule was promulgated, which makes this acquisition
not a circumvention of the M&A Rule.

On  December  28,  2021,  the  CAC  published  the  Cybersecurity  Review  Measures,  which  became  effective  on  February  15,  2022.  Under  the
Cybersecurity Review Measures, the scope of cybersecurity reviews is extended to internet platform operators engaging in data processing activities that
affect  or  may  affect  national  security.  The  Cybersecurity  Review  Measures  further  require  that  any  internet  platform  operator  applying  for  listing  on  a
foreign exchange must go through cybersecurity review if it possesses personal information of more than one million users.

On  February  24,  2023,  the  CSRC  and  other  PRC  governmental  authorities  issued  the  Confidentiality  Provisions,  which  came  into  effect  on
March  31,  2023  and  provides  that,  domestic  enterprises  that  issue  securities  overseas  directly  or  indirectly  and  that  provide  publicly  disclose  files  and
documents  containing  state  secrets  and  work  secrets  of  the  authorities  to  relevant  securities  companies,  securities  service  agencies,  foreign  regulatory
agencies and other institutions and individuals or do so through its overseas listing entities, shall obtain the approval of the competent authorities, and file
with the competent confidentiality administrative authorities. Although we believe we are currently not required to obtain permission from any of the PRC
central or local government and has not received any notice of denial of permission to list on the U.S. exchange, it is uncertain when and whether we will
be  required  to  obtain  permission  from  the  PRC  government  to  list  on  U.S.  exchanges  if  the  relevant  laws,  regulations  or  interpretations  change  in  the
future, and even when such permission is obtained, whether it will be denied or rescinded.

On  February  17,  2023,  the  CSRC  issued  the  Overseas  Offering  and  Listing  Measures,  which  provides  principles  and  guidelines  for  direct  and

indirect issuance of securities overseas by a Chinese domestic company.

Under  the  Overseas  Offering  and  Listing  Measures,  the  substance  rather  than  the  form  of  issuance  will  govern  when  determining  whether  an
issuance  constitutes  “indirect  issuance  of  securities  overseas  by  a  Chinese  domestic  company”,  and  an  issuance  meeting  the  following  two  conditions
simultaneously will be deemed as an “indirect issuance of securities overseas by a Chinese domestic company”: (i) the income, total profits, total assets or
net  assets  of  the  domestic  company  in  the  latest  financial  year  accounts  for  more  than  50%  of  the  total  financials  of  the  issuer  in  such  year  on  a
consolidated basis, and (ii) the principal business is conducted or the principal business place is within the territory of mainland China, or the majority of
senior management in charge of business operation are Chinese citizens or have habitual residence within the territory of mainland China. In the event any
listing or issuance of securities has fallen under this definition, the issuer shall assign one of its related major Chinese domestic operating entities to make
filings with the CSRC within three business days after its initial public offering or any offerings after the initial public offering. For the filings after the
initial public offering, the issuer’s designated Chinese domestic entity shall submit relevant requisite documents, including but not limited to the filing
report and legal opinion, and provide the true, accurate and complete information of shareholders. The noncompliance of the filing requirements will lead
to penalties imposed on the Chinese domestic companies, the controlling shareholder and the actual controller of the Chinese domestic companies, and
officers in charge and other related responsible persons. The potential penalties for the Chinese domestic companies include fines within the range from
RMB 1 million to RMB 10 million. As the Company is a Cayman Islands holding company with nearly all of business operations conducted within the
territory of mainland China, we understand the Company’s listing and issuance of securities on Nasdaq constitutes indirect issuance of securities overseas
by a Chinese domestic company under the Overseas Offering and Listing Measures. However, according to the Overseas Offering and Listing Notice, an
issuer who has completed overseas issuance and listing before March 31, 2023 like us is not required to file with the CSRC for the offering or listing that
is already completed but is required to make filings with the CSRC for its follow-on financing activities involving overseas offering or listing after the
effective date of the Overseas Offering and Listing Measures. As such, we and the VIE are not required to make filings with CSRC under the Overseas
Offering and Listing Measures unless we conduct new overseas offerings of securities in the future. As the Overseas Offering and Listing Measures is
recently  issued  and  the  interpretations  and  implementation  of  such  regulation  still  involve  uncertainties,  we  cannot  assure  you  that  the  Company,  its
subsidiaries and the VIE can complete the filings with the CSRC if the Company intends to conduct new overseas offerings of securities after March 31,
2023.

We  have  been  closely  monitoring  regulatory  developments  in  China  regarding  any  necessary  approvals  from  the  CSRC,  the  CAC  or  other  PRC
regulatory authorities required for overseas listings. As of the date of this annual report, we have not received any inquiries, notices, warnings, sanctions,
denials, or regulatory objections from the CSRC, CAC, nor any other PRC regulatory authority related to any approval requirement of overseas listings.
See “Item 3. Key Information — Government Regulations and Permissions” and “Item 3.D. Risk Factors — Risks Relating to Regulations of Our Business
— The approval, filing or other requirements of the CSRC or other PRC government authorities may be required under PRC law in connection with our
issuance of securities overseas.”

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SAFE Regulations on Employee Share Options

On February 15, 2012, SAFE issued the Notice on Issues concerning the Foreign Exchange Administration for Domestic Individuals Participating in
Stock  Incentive  Plan  of  Overseas  Publicly-Listed  Company,  or  the  Stock  Option  Rules.  According  to  the  Stock  Option  Rules,  PRC  residents  who
participate  in  an  employee  share  incentive  plan  of  an  overseas  publicly-listed  company  are  required  to  register  with  SAFE  and  complete  certain  other
procedures.  These  participants  should  retain  a  PRC  agent,  which  can  be  a  branch  or  representative  office  of  the  overseas  listed  company  in  China,  a
Chinese institution which has controlling relationship or actual control relationship with the offshore listed company, or a Chinese institution qualified for
asset  custody  business,  to  handle  various  foreign  exchange  matters  associated  with  their  employee  share  incentive  plan.  The  PRC  agent  should  file  on
behalf of the PRC resident an application with SAFE to register such employee share incentive plan, apply annually for a quota for the payment of foreign
currencies  in  connection  with  the  exercise  of  the  employee  share  options  by  the  PRC  resident  and  open  a  special  foreign  exchange  account  at  a  PRC
domestic  bank  to  hold  the  funds  required  in  connection  with  the  share  incentive  plan.  In  addition,  the  PRC  agent  is  required  to  amend  the  SAFE
registration with respect to the stock incentive plan if there is any material change to the employee share incentive plan, PRC agent or overseas entrusted
institution.

In addition, the SAT has issued a few circulars concerning employee share options. Under these circulars, our employees working in China who
exercise share options will be subject to PRC individual income tax. Our PRC subsidiaries have obligations to file documents relating to employee share
options with relevant tax authorities and withhold individual income taxes of those employees who exercise their share options. If our employees fail to
pay and we fail to withhold their income taxes, we may face sanctions imposed by tax authorities or other PRC government authorities.

Employment Laws

In accordance with the Labor Law, which became effective in January 1995, last  amended  on  December  29,  2018,  and  the  Labor  Contract  Law,
which was promulgated on June 29, 2007, amended on December 28, 2012 and became effective on July 1, 2013, employers must execute written labor
contracts  with  full-time  employees  in  order  to  establish  an  employment  relationship. According  to  the  Labor  Contract  Law,  an  employer  is  under  an
obligation to sign an unlimited-term labor contract with any employee who has worked for the employer for ten consecutive years. Further, if an employee
requests  or  agrees  to  renew  a  fixed-term  labor  contract  that  has  already  been  entered  into  twice  consecutively,  the  resulting  contract  must  have  an
unlimited term, with certain exceptions. The employer must also pay severance to an employee in nearly all instances where a labor contract, including a
contract  with  an  unlimited  term,  is  terminated  or  expires. All  employers  must  compensate  their  employees  equal  to  at  least  the  local  minimum  wage
standards. All employers are required to establish a system for labor safety and sanitation, strictly abide by state rules and standards and provide employees
with appropriate workplace safety training. In addition, the government has continued to introduce various new labor-related regulations after the Labor
Contract  Law.  Among  other  things,  new  annual  leave  requirements  mandate  that  annual  leave  ranging  from  5  to  15  days  is  available  to  nearly  all
employees and further require that the employer compensate an employee for any annual leave days the employee is unable to take in the amount of three
times his daily salary, subject to certain exceptions. In addition, companies operating in China are required to participate in social insurance and housing
fund plans in which the employers must pay for the employees’ social welfare and housing fund based upon certain percentages of employees’ salaries.

C. Organizational Structure

For an organizational structure of the Company, its subsidiaries and the VIE and a detailed description of the Company’s significant subsidiaries,

see “Item 3. Key Information — Our Corporate Structure.”

D. Property, Plant and Equipment

Our principal executive offices are located at 1/F East Gate, Building No. 2, Jian Wai Soho in Beijing. We occupy and operate through our training
center  network  with  an  aggregate  of  approximately  15,148  square  meters  of  space  in  various  cities  in  China,  major  ones  include,  Beijing,  Shanghai,
Chengdu, Wuhan and Nanjing, all of which are leased. We also own 2,124 square meters office space, with 1,062 square meters for each of the two floors
at Tower E, 6 Gongyuan West Street, Jian Guo Men Nei, Beijing 100005, China, or the Gongyuan Real Estate Property. The office space on the 16 th floor
of the Gongyuan Real Estate Property is in use while the office space on the 8th floor is under renovation and will come into use as our business requires.
In May 2022, we mortgaged the 16th floor of Gongyuan Real Estate Property to China Minsheng Bank for the general credit line of RMB20.0 million and
as of the date of this annual report, we have not drawn down any credit line. We believe our existing facilities are adequate for our current requirements
and that additional space can be obtained on commercially reasonable terms to meet our future requirements.

ITEM 4A.

UNRESOLVED STAFF COMMENTS

Not applicable.

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ITEM 5.

OPERATING AND FINANCIAL REVIEW AND PROSPECTS

A. Operating Results

Overview

Our Business

After  the  completion  of  the  Huanqiuyimeng Acquisition,  we  generated  revenues  primarily  from  our  portfolio  training  services,  research-based
learning  services,  overseas  study  counselling  services,  other  educational  services,  K-12  education  assessment  and  other  services.  Our  services  are
conducted primarily through Huanqiuyimeng and its subsidiaries. We disposed of our K-12 education assessment business in June 2021 and most of the
foreign language training business which was classified as one of the other educational services in July 2022 to focus our efforts on growing our core art-
related international education services business.

Our  net  revenues  were  RMB  162.2  million,  RMB  202.2  million  and  RMB  206.8  million  ($30.0  million)  in  the  fiscal  years  ended  December  31,
2020, 2021 and 2022, respectively. We had net loss of RMB 100.6 million, RMB 36.4 million and RMB 48.6 million ($7.0 million) in the fiscal years
ended December 31, 2020, 2021 and 2022, respectively.

Factors Affecting Our Results of Operations

The key factors affecting our results of operations presented in this annual report are:

•

•

•

•

•

•

  overall economic growth and rising income levels in China contributing to the increasing spending on education and related services;

  potential changes in regulations and policies that may directly or indirectly impact the scope and credibility of services we could deliver;

  our capability to develop and create content that can accommodate needs of potential students, in the classroom, online and in hybrid settings;

  our ability to provide effective creative arts related international education services and control sales and marketing expenses;

  recognition in the marketplace for services we deliver and branding we have established; and

  competition  from  both  established  brands  and  new  entrants,  and  our  ability  to  maintain  our  market  share  in  the  face  of  increasing

competition.

In addition, our results of operations have been, and may continue to be, significantly affected by the following factors:

•

•

•

•

•

•

•

•

•

  the impacts of the Huanqiuyimeng Acquisition;

  our share-based compensation;

  the impacts of PRC tax policies, including certain preferential tax rates;

  the relative proportion of our net revenues derived from higher- and lower-gross margin service offerings;

  the impacts of strategic investments and acquisitions;

  our ability to maintain similar margins, locate students, etc.;

  the impact of political tensions between the United States and China;

  the impact of international tensions and conflicts generally; and

  the impact of the COVID-19 pandemic or other similar pandemics or natural disasters. Please see “Item 3.D. Risk Factors — Risks Relating
to  Doing  Business  in  the  People’s  Republic  of  China  —  The  outbreak  of  COVID-19  and  any  future  outbreak  of  severe  acute  respiratory
syndrome, avian flu or coronavirus in China, or similar adverse public health developments, may disrupt our business and operations and
adversely affect our financial results” in this annual report for more details.

Net Revenues

We derived revenues primarily from our portfolio training services, research-based learning services, overseas study counselling services and other
educational  services  in  fiscal  year  ended  December  31,  2022.  Our  net  revenues  are  presented  net  of  PRC  VAT.  The  following  table  sets  forth  our  net
revenues from our continuing operations for the periods presented.

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The  COVID-19  outbreak  in  China  occurred  in  late  January  2020.  It  had  material  adverse  impacts  on  our  revenues  for  the  fiscal  years  ended
December  31,  2020,  2021  and  2022,  although  such  impact  was  progressively  mitigated  after  COVID-19  was  gradually  under  control  beginning  in  the
second half of 2020. See “Item 3.D. Risk Factors — Risks Relating to Doing Business in the People’s Republic of China — The outbreak of COVID-19
and  any  future  outbreak  of  severe  acute  respiratory  syndrome,  avian  flu  or  coronavirus  in  China,  or  similar  adverse  public  health  developments,  may
disrupt our business and operations and adversely affect our financial results.”

For the fiscal year ended
December 31,
2021

2022

2020

   RMB     RMB     RMB     US$  
(in thousands)

Net Revenues

Portfolio training services
Research-based learning services
Overseas study counselling services
Other educational services
K-12 education assessment and other services

Total net revenues

Portfolio Training Services

    113,191     151,434     153,136     22,203 
540 
     4,453      5,977     
     21,060      23,624      24,975      3,621 
     20,026      21,174      24,658      3,575 
     3,438      —       
48 
    162,168     202,209     206,821     29,987 

3,722     

330     

We derive portfolio training services revenues primarily from fees charged to our students, mainly high school and undergraduate students, in the
form of delivering training programs. Our portfolio training programs consist of time-based programs and project-based programs. Students who elect the
time-based  programs  enroll  in  a  certain  number  of  consulting/training  hours,  whereas  students  who  elect  the  project-based  programs  have  no
consulting/training hour constraint but will be guided through a certain number of projects needed to complete a portfolio. Under project-based programs,
the number of credit hours required to complete a project may vary depending on the background and requirements of the students. In association with and
as an extension to our portfolio training services, we also provide undergraduate foundation course programs which are recognized by certain overseas art
universities or colleges for students who need to take foundation courses before formal admission to such overseas universities or colleges.

The  most  significant  factors  that  affect  our  revenues  from  portfolio  training  services  include  the  amount  of  credit  hours  for  portfolio  training  we

deliver to our students, the number of individual students who enroll in our portfolio training services and the unit price level that we charge our students.

Research-based Learning Services

We  derive  research-based  learning  services  revenue  primarily  from  research-based  learning  services  fees  charged  to  our  students,  who  mainly
consist of our portfolio training students and other students interested in educational travels and research-based learning projects. In the fiscal years ended
December  31,  2020,  2021  and  2022,  our  research-based  learning  services  were  primarily  delivered  online  because  of  the  impact  of  the  COVID-19
pandemic.  Our  research-based  learning  services  primarily  include  academic  educational  learning,  workshop  programs  and  themed  educational  travel
services. Along with the relaxation of COVID-19 control policies and cross border travel restrictions by Chinese government since late 2022, we plan to
resume our international summer camp programs where students will visit reputable overseas art schools and take specialized art courses in the coming
future. Currently, research-based learning services are conducted mainly in the summer with a lesser amount in winter and the other seasons during the
year.

The most significant factors that affect our revenues from research-based learning services include the number of individual students who enroll in

our research-based learning services, the volume of services rendered and the unit price level that we charge our students.

Overseas Study Counselling Services

We derive overseas study counselling services revenue primarily from overseas study counselling services fees charged to students who intend to
pursue overseas art and creativity education through providing relevant consulting services in the following aspects: timetable customization, university
and program selection, paperwork writing, interview simulation and enrollment documents preparation, etc.

The most significant factors that affect our revenues from overseas study counselling services include the number of individual students who enroll
in our counselling services, the unit price level that we charge our students and measurement of progress for services delivered during the reporting period.

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Other Educational Services

We  derived  our  other  educational  services  revenues  primarily  from  services  provided  to  students  for  in-school  classes,  junior  art  education,  and
certain other education related services. In-school classes are designed to partner with international schools to provide professional art courses in the in-
school art-related classes. Junior art education services are designed to provide art-related tutoring courses for junior students from ages 3 to 12. In July
2022, we disposed of most of the foreign language training business to focus on growing our core art-related international education services business.

The most significant factors that affect our other educational services revenues include the unit price level of the various other educational services
that  we  charge  our  customers,  the  amount  of  credit  hours  we  deliver  to  our  customers  and  the  measurement  of  progress  for  various  services  delivered
during reporting periods.

K-12 Education Assessment and Other Services

For the fiscal year ended December 31, 2020, we derived K-12 education assessment and other services revenue primarily from fees charged to our
K-12 education assessment service customers, including schools, education bureaus and various education institutions. Our services included delivering
the  assessment  reports  of  the  test  takers  to  our  customers.  We  disposed  of  the  K-12  education  assessment  services  business  in  June  2021  to  focus  on
growing our core international education services business and generated insignificant net revenues for the fiscal years ended December 31, 2021 and 2022
for K-12 education assessment and other services.

Seasonality

We have experienced and expect to continue to experience slight seasonal fluctuations in our revenues and results of operations, with the quarter
ending  March  31  typically  having  relatively  lower  revenues  compared  with  the  other  quarters.  This  is  primarily  because  fewer  students  take  classes  in
January and February due to spring festival holidays in China and because some students complete their application for overseas art programs in December
of the previous year. We expect quarterly fluctuations in our revenues and results of operations to continue.

Cost of Revenues

Our cost of revenues consists primarily of payroll and compensation to our teachers, salary and compensation to other operational staffs, rental cost
of  our  training  centers  and  offices,  cost  of  teaching  materials  and  outsourcing  services  costs,  all  of  which  are  directly  attributable  to  the  rendering  of
various services. The following table shows our cost of revenues and gross profit from our continuing operations for the periods presented:

Net Revenues
Cost of Revenues
Gross Profit

For the fiscal year ended December 31,

2020
   RMB     %  

2021
  RMB     %  

2022
  RMB     US$     %  

(In thousands, except for percentages)
    162,168     100.0%    202,209     100.0%    206,821     29,986     100.0% 
     98,521      60.8%     97,414      48.2%    104,316     15,124      50.4% 
     63,647      39.2%    104,795      51.8%    102,505     14,862      49.6% 

Cost of revenues primarily consist of (1) teaching fees, payroll and compensation to teaching support staff and administrative staff from training
centers, performance-linked bonuses paid to teachers and rental payments for training centers as well as costs of course materials and teaching aids for
portfolio training services, (2) payroll compensation, outsourcing service costs, lodging and transportation expenses, overseas expenses, and other related
costs which are directly attributable to the provision of research-based learning services and overseas study counselling services, and (3) teaching fees,
payroll compensation, content development costs, and other related costs, which are directly attributable to the rendering of other educational services and
K-12 education assessment and other services.

Factors Affecting Gross Margin

Our  gross  margin  is  primarily  affected  by  unit  price  and  the  number  of  credit  hours  delivered  for  our  portfolio  training  and  other  educational
services, pricing and volume of our other services rendered mainly for the research-based learning and overseas art study counselling services, payroll and
compensation to our teachers, salary and compensation to other operational staffs, costs paid to service providers, the rental costs of our training centers
and offices, as well as costs of teaching materials and teaching supporting fees.

Operating Expenses

Our operating expenses consist of general and administrative expenses, sales and marketing expenses and research and development expenses.

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General and Administrative Expenses

Our general and administrative expenses consist primarily of salaries and benefits, traveling expenses, administration and share-based compensation
expenses  for  our  administrative,  management  and  finance  personnel,  as  well  as  other  expenses  including  professional  fees,  office  expenses  and  rental
costs.

Sales and Marketing Expenses

Our  sales  and  marketing  expenses  consist  primarily  of  salaries  and  benefits  and  share-based  compensation  expenses  for  our  sales  and  marketing
personnel, as well as other expenses including meeting and conference expenses, advertising and promotional expenses, commissions for sales channels,
online channel platform expenses, traveling and entertainment expenses and other sales and marketing expenses.

Research and Development Expenses

Our research and development expenses consist primarily of salaries and benefits for our research and development personnel, outsourcing services
costs and other costs relating to the design, development, testing and enhancement of the technology systems in support for the rendering of our products
and services. Research and development costs are expensed as incurred. Research and development cost incurred over software developed was primarily
for internal use.

Impairment Loss of Long-term Investments

For equity method investments, we recognize an impairment loss when there is a decline in value below the carrying value of the equity method
investment that is considered to be other than temporary. The process of assessing and determining whether impairment on an investment is other than
temporary requires significant amount of judgment. To determine whether an impairment is other than temporary, management considers whether it has
the ability and intent to hold the investment until recovery and whether evidence indicating the carrying value of the investment is recoverable outweighs
evidence to the contrary. Evidence considered in this assessment includes the reasons for the impairment, the severity and duration of the decline in value,
any change in value subsequent to the period end, and forecasted performance of the investee.

For other equity investments without a readily determinable fair value, we make a qualitative assessment considering the impairment indicators to
evaluate whether an equity investment without a readily determinable fair value is impaired at each reporting period, and write it down to its fair value if a
qualitative assessment indicates that the investment is impaired and the fair value of the investment is less than its carrying value.

Other Operating Income, Net

For the fiscal years ended December 31, 2020, 2021 and 2022, rental income net of rental cost was classified as “other operating income, net” as a

result of the adoption of revenue guidance ASC 606, effective January 1, 2018. Lease guidance ASC 842 was also adopted, effective January 1, 2019.

Taxation

Cayman Islands and British Virgin Islands

Under  the  current  laws  of  Cayman  Islands  and  British  Virgin  Islands,  the  Company, ATA  BVI  and ACGIGL  are  not  subject  to  income  tax.  In
addition,  upon  any  payments  of  dividends  by  the  Company, ATA  BVI  or ACGIGL,  no  Cayman  Islands  or  British  Virgin  Islands  withholding  tax  is
imposed.

Hong Kong

ACG  HK  did  not  derive  any  income  that  is  subject  to  Hong  Kong  profits  tax  for  the  fiscal  years  ended  December  31,  2020,  2021  and  2022.
Accordingly, no provision for Hong Kong profits tax was required. The payment of dividends by Hong Kong companies is not subject to any Hong Kong
withholding tax.

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People’s Republic of China

Our subsidiaries operating in China are subject to PRC taxes as described below:

Enterprise Income Tax. EIT Law imposes an income tax rate of 25% on all enterprises, including FIEs. Under the EIT Law, qualified “high-and-new
technology enterprises eligible for key support from the State,” or HNTE, are entitled to a preferential income tax rate of 15% and subject to an annual
self-assessment review during the valid period of their HNTE certificates. If an HNTE enterprise does not satisfy the related requirements stipulated by
SAT to enjoy the preferential income tax rate of 15% during the annual self-assessment review, it will not be able to implement the preferential income tax
rate for the tax year being assessed. In December 2008, the WFOE obtained an HNTE certificate with a valid period of three years retrospectively starting
from January 1, 2008 and renewed the certificates in 2011, 2014, 2017 and 2020 for another three years, respectively. As a result, the WFOE was entitled
to a preferential income tax rate of 15% from 2008 through 2022. However, we will not renew the HNTE certificate in 2023 and as a result, we expect the
WFOE to be subject to an income tax rate of 25% from 2023 until we apply for a new HNTE certificate in the future, which, however, is not expected to
affect our financial positions materially as the WFOE is not a main operating entity of us. The VIE, Huanqiuyimeng and their PRC subsidiaries are all
subject to an income tax rate of 25%.

Under applicable Chinese tax laws, FIEs and domestic Chinese companies may carry forward tax losses up to five years. On July 11, 2018, the MOF
and SAT jointly released Cai Shui [2018] No. 76, which provides that since January 1, 2018, HNTE or technology-based small-medium size enterprises
are eligible to carry forward tax losses up to ten years instead of five years. The WFOE, as an HNTE is eligible to apply for the above preferential tax rules
and carry forward tax losses up to ten years. In view of the accumulated losses of certain of our PRC subsidiaries, as of December 31, 2022, we provided
the full valuation allowance for their deferred income tax assets after consideration of the future reversal of existing taxable temporary differences.

In  addition,  under  the  EIT  Law,  an  enterprise  established  under  the  laws  of  a  foreign  country  or  region  whose  “de  facto  management  body”  is
located within the PRC territory is considered a resident enterprise and will generally be subject to the enterprise income tax at  the  rate  of  25%  on  its
global  income.  According  to  the  Implementation  Rules  to  the  EIT  Law,  “de  facto  management  body”  refers  to  a  managing  body  that  exercises,  in
substance, overall management and control over the production and business, personnel, accounting and assets of an enterprise. We have determined that
our  overseas  entities  are  not  PRC  resident  enterprises  for  PRC  income  tax  purposes.  However,  if  we  and  our  overseas  entities  were  considered  PRC
resident  enterprises,  we  would  be  subject  to  the  enterprise  income  tax  at  the  rate  of  25%  on  our  global  income.  See  “Item  3.D.  Risk  Factors  —  Risks
Relating to Regulations of Our Business — Under the EIT Law, we may be classified as a ‘resident enterprise’ of China. Such classification will likely
result in unfavorable tax consequences to us and U.S. holders of our ADSs or common shares” and “Item 10.E. Additional Information — Taxation —
People’s Republic of China Taxation.”

PRC Withholding Tax. Pursuant to the EIT Law, a withholding tax of 10% (or other applicable withholding tax rates based on tax treaties between
the PRC and other jurisdictions) will generally be applicable to dividends payable to foreign investors. To the extent we and our overseas entities are not
considered  as  PRC  resident  enterprises,  the  dividends  that  our  PRC  subsidiaries  pay  to  us  will  be  subject  to  this  withholding  tax.  See  “Item  3.D.  Risk
Factors  —  Risks  Relating  to  Regulations  of  Our  Business  —  Under  the  EIT  Law,  we  may  be  classified  as  a  ‘resident  enterprise’  of  China.  Such
classification will likely result in unfavorable tax consequences to us and U.S. holders of our ADSs or common shares.”

PRC Value Added Tax (“VAT”). On March 24, 2016, the MOF and SAT promulgated the Circular Regarding Overall Promotion of Pilot Practice of
Replacing Business Tax with Value Added Tax, effective on May 1, 2016. The net revenues (i.e. VAT excluded) generated from services provided by our
PRC subsidiaries are generally subject to VAT at a rate of 6%, with some of our small-scale taxpaying subsidiaries subject to VAT at a rate of 3%.

Results of Operations

The following table and period to period comparison and discussion sets forth a summary, for the periods presented, of our consolidated results of
operations and with each item expressed as a percentage of our total net revenues. Our historical results presented below are not necessarily indicative of
the results that may be expected for any future period.

2020

RMB    

% of net
revenues 

For the fiscal year
ended December 31

2021

% of net
revenues 
(In thousands, except for percentages)

RMB    

RMB    

2022

US$    

% of net
revenues 

Net revenues
Cost of revenues
Gross profit
Operating expenses:
Research and development
Sales and marketing
General and administrative
Impairment loss of intangible assets and other non-current assets
Provision for loan receivable and other receivables
Total operating expenses

 162,168   
  98,521   
  63,647   

  100.0%   
60.8%   
39.2%  

 202,209   
  97,414   
 104,795   

  100.0%   
48.2%   
51.8%  

 206,821   
 104,316   
 102,505   

 29,986   
 15,124   
 14,862   

  100.0% 
50.4% 
49.6% 

  8,832   
  53,500   
 100,098   
  3,121   
  5,904   
 171,455   

5.4%   
33.0%   
61.7%   
1.9%   
3.6%   
  105.7%  

  11,802   
  66,149   
  93,256   
  —     
  —     
 171,207   

5.8%   
32.7%   
46.1%   

  —   
  —   

84.7%  

  6,791   
  75,266   
  77,051   
  —     
  —     
 159,108   

985   
 10,912   
 11,171   
  —     
  —     
 23,068   

3.3% 
36.4% 
37.3% 

  —   
  —   

76.9% 

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Other operating income, net
Loss from operations
Gain (Loss) on disposal of subsidiaries and others
Impairment loss of long-term investments
Interest income, net of interest expenses
Foreign currency exchange gains (losses), net
Loss before income taxes
Income tax benefit
Net loss

Net loss attributable to ATA Creativity Global

16     

22      0.0% 

330      0.2% 

2      0.0% 
    (107,478)    (66.3)%    (66,390)    (32.8)%    (56,587)    (8,204)    (27.4)% 
190      0.6% 

(1,768)     (1.1)%      33,542      16.6% 
(1,726)     (1.1)%      (6,000)     (3.0)%      —        —        —   
1,172      0.7% 
(1,053)     (0.6)%     

109      0.4% 
1      0.0% 
(213)     (0.1)%     
    (110,853)    (68.4)%    (37,950)    (18.8)%    (54,516)    (7,904)    (26.4)% 
(858)     (2.9)% 
     (10,268)     (6.3)%      (1,540)     (0.8)%      (5,922)    
    (100,585)    (62.0)%    (36,410)    (18.0)%    (48,594)    (7,046)    (23.5)% 

    1,111      0.5% 

757     
5     

    1,309     

     (92,198)    (56.9)%    (33,650)    (16.6)%    (47,893)    (6,944)    (23.2)% 

Basic and diluted loss per common share

Fiscal Year Ended December 31, 2022 Compared to Fiscal Year Ended December 31, 2021

Net Revenues

For the fiscal year
ended December 31,

   2020     2021    
   RMB     RMB     RMB     US$  
    (1.57)    (0.57)    (0.76)    (0.11) 

2022

Our total net revenues increased by RMB 4.6 million, or 2.3%, to RMB 206.8 million ($30.0 million) in the fiscal year ended December 31, 2022
from RMB 202.2 million in the fiscal year ended December 31, 2021. This was primarily due to an RMB 1.7 million increase in revenues from portfolio
training services during the year and an RMB3.5 million increase in revenue contributions from other educational services, which was primarily related to
services  delivered  for  new  cooperation  projects  with  schools  and  training  organizations,  partially  offset  by  decrease  in  revenue  from  foreign  language
training services under other educational services as a result of the disposal of majority equity interests in a former subsidiary during third quarter 2022.

Cost of revenues

Our cost of revenues increased by RMB 6.9 million, or 7.1%, to RMB 104.3 million ($15.1 million) in the fiscal year ended December 31, 2022
from RMB 97.4 million in the fiscal year ended December 31, 2021, primarily because higher compensation expenses were incurred for certain teaching
staff who were engaged in enhancing the efficiency and quality of service delivery in the fiscal year ended December 31, 2022.

Gross Profit

Our gross profit decreased by RMB 2.3 million, or 2.2%, to RMB 102.5 million ($14.9 million) in the fiscal year ended December 31, 2022 from

RMB 104.8 million in the fiscal year ended December 31, 2021.

Operating Expenses

General and Administrative Expenses. Our general and administrative expenses decreased by RMB 16.2 million, or 17.4%, to RMB 77.1 million
($11.2  million)  in  the  fiscal  year  ended  December  31,  2022  from  RMB  93.3  million  in  the  fiscal  year  ended  December  31,  2021,  primarily  due  to  the
donation paid to Tsinghua University in prior year.

Sales and Marketing Expenses. Our sales and marketing expenses increased by RMB 9.2 million, or 13.9%, to RMB 75.3 million ($10.9 million) in
the  fiscal  year  ended  December  31,  2022  from  RMB  66.1  million  in  the  fiscal  year  ended  December  31,  2021,  primarily  due  to  increase  in  labor  cost
related to higher performance-based bonus expenses and additional marketing staff hired.

Research and Development Expenses. Our research and development expenses decreased by RMB 5.0 million, or 42.4%, to RMB 6.8 million ($1.0
million)  in  the  fiscal  year  ended  December  31,  2022  from  RMB  11.8  million  in  the  fiscal  year  ended  December  31,  2021,  primarily  due  to  RMB
1.8 million decrease of expense incurred for Muhua Shangce, a prior subsidiary that was disposed in 2021 and RMB 2.9 million decrease of labor cost
incurred for the project-based learning project launched in the prior year, which was terminated by the end of 2021.

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Impairment Loss of Long-term Investments

Impairment loss of long-term investments decreased by RMB 6.0 million or 100%, to nil in the fiscal year ended December 31, 2022 from RMB
6.0 million in the fiscal year ended December 31, 2021. Impairment loss recorded in the fiscal year ended December 31, 2021 was associated with one of
our investments, which failed to meet the operation targets and encountered shortage of working capital resulted from continuous negative operating cash
flows in the third quarter of 2021. No such impairment loss was recorded in the fiscal year ended December 31, 2022.

Interest Income, Net of Interest Expense

Our interest income, net of interest expenses decreased to RMB 0.8 million ($0.1 million) in the fiscal year ended December 31, 2022 from RMB
1.1 million in the fiscal year ended December 31, 2021, primarily due to decreased interest income derived from lower rate of return of interest on lower
average cash balance compared with prior year.

Foreign Currency Exchange Losses, Net

Our net foreign currency exchange gains or losses primarily reflect the foreign exchange fluctuation effects of exchanging between U.S. dollar and
Renminbi. We recorded net foreign currency exchange gain of RMB 5,436 ($788) in the fiscal year ended December 31, 2022, compared to a net loss of
RMB 0.2 million in the fiscal year ended December 31, 2021.

Income Tax Benefit

Income tax benefit increased by RMB 4.4 million, or 293.3% to RMB 5.9 million ($0.9 million) in the fiscal year ended December 31, 2022 from
RMB 1.5 million in the fiscal year ended December 31, 2021, primarily due to increase in valuation allowance as a result of increase of net loss before
income taxes in fiscal year December 31, 2022, partially net off by less non-taxable disposal gain of equity interests in subsidiaries compared with the
prior year. The effective income tax rate was 11% in the fiscal year ended December 31, 2022 compared to 4% in the fiscal year ended December 31,
2021.

Net Loss

As a result of the above factors, we had net loss of RMB 48.6 million ($7.0 million) in the fiscal year ended December 31, 2022, compared to net loss

of RMB 36.4 million in the fiscal year ended December 31, 2021.

We had basic and diluted loss per common share of RMB 0.76 ($0.11) in the fiscal year ended December 31, 2022 compared to basic and diluted

loss per common share of RMB 0.57 in the fiscal year ended December 31, 2021.

Fiscal Year Ended December 31, 2021 Compared to Fiscal Year Ended December 31, 2020

Net Revenues

Our total net revenues increased by RMB 40.0 million, or 24.7%, to RMB 202.2 million in the fiscal year ended December 31, 2021 from RMB
162.2 million in the fiscal year ended December 31, 2020, primarily due to RMB 38.2 million net revenue growth in the portfolio training services resulted
from more services delivered during the year of 2021.

Cost of revenues

Our  cost  of  revenues  decreased  by  RMB1.1  million,  or  1.1%,  to  RMB  97.4  million  in  the  fiscal  year  ended  December  31,  2021  from  RMB
98.5 million in the fiscal year ended December 31, 2020, primarily because, as our progressive shift to project-based programs, we have improved the
service delivery efficiencies of full-time teachers by restructuring their compensation and motivating them to use less credit hours for completing a project
while continuing to maintain the quality of education and support for students.

Gross Profit

Our  gross  profit  increased  by  RMB  41.2  million,  or  64.8%,  to  RMB  104.8  million  in  the  fiscal  year  ended  December  31,  2021  from  RMB
63.6 million in the fiscal year ended December 31, 2020. The increase was primarily contributed by improved operating efficiencies from the ongoing shift
of ACG’s portfolio training program mix toward project-based programs and related cost optimization efforts.

Operating Expenses

General and Administrative Expenses. Our general and administrative expenses decreased by RMB 6.8 million, or 6.8%, to RMB 93.3 million in the
fiscal  year  ended  December  31,  2021  from  RMB  100.1  million  in  the  fiscal  year  ended  December  31,  2020,  primarily  due  to  improved  operational
efficiencies gained within the organization.

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Sales and Marketing Expenses. Our sales and marketing expenses increased by RMB 12.6 million, or 23.6%, to RMB 66.1 million in the fiscal year
ended December 31, 2021 from RMB 53.5 million in the fiscal year ended December 31, 2020, primarily due to an RMB6.4 million increase in labor costs
with increased headcount and an RMB6.2 million increase in marketing promotion expenses incurred as a response to increased market competition.

Research and Development Expenses. Our research and development expenses increased by RMB 3.0 million, or 34.1%, to RMB 11.8 million in the
fiscal year ended December 31, 2021 from RMB 8.8 million in the fiscal year ended December 31, 2020, primarily due to expense associated with the
development of our new sales management system and IT platforms.

Impairment Loss of Intangible Assets and Other Non-current Assets. We recorded a full impairment loss of intangible assets of RMB 3.1 million for
the education assessment caseware of Muhua Shangce as no cash inflows are anticipated from this intangible asset as at the end of December 31, 2020. No
such impairment loss was recorded in the fiscal year ended December 31, 2021.

Provision  for  Loan  Receivable  and  Other  Receivables. We  recorded  provision  of  RMB  5.9  million  for  loan  receivable  and  other  receivables  due
from Beijing Biztour in the fiscal year ended December 31, 2020 as we deem the likelihood of collecting the outstanding balance remote and reduced the
balance to zero. No such provision was recorded in the fiscal year ended December 31, 2021.

Impairment Loss of Long-term Investments

Impairment loss of long-term investments increased by RMB 4.3 million or 252.9%, to RMB 6.0 million in the fiscal year ended December 31, 2021
from RMB 1.7 million in the fiscal year ended December 31, 2020. Impairment loss recorded in the fiscal year ended December 31, 2021 was associated
with one of our investments, which failed to meet the operation targets and encountered shortage of working capital resulted from continuous negative
operating cash flows in the third quarter of 2021. Impairment loss recorded in the fiscal year ended December 31, 2020 was associated with two of our
long-term investments, which experienced declines in results of operations caused by the COVID-19 pandemic and shortage of working capital resulted
from continuous negative operating cash flows in the fiscal year ended December 31, 2020.

Interest Income, Net of Interest Expense

Our interest income, net of interest expenses decreased to RMB 1.1 million in the fiscal year ended December 31, 2021 from RMB 1.2 million in the
fiscal  year  ended  December  31,  2020,  primarily  due  to  decreased  interest  income  derived  from  lower  rate  of  return  of  interest  on  lower  average  cash
balance compared with prior year.

Foreign Currency Exchange Losses, Net

Our net foreign currency exchange gains or losses primarily reflect the foreign exchange fluctuation effects of exchanging between U.S. dollar and
Renminbi. We recorded net foreign currency exchange loss of RMB 0.2 million in the fiscal year ended December 31, 2021, compared to a net loss of
RMB 1.1 million in the fiscal year ended December 31, 2020.

Income Tax Benefit

Income tax benefit decreased by RMB 8.8 million, or 85.4% to RMB 1.5 million in the fiscal year ended December 31, 2021 from RMB 10.3 million

in the fiscal year ended December 31, 2020, primarily due to the decrease of our loss before income taxes.

Income (Loss) from Operations, Net of Income Taxes

Loss from operations, net of income taxes, for the fiscal year ended December 31, 2021, was RMB 36.4 million, as compared to RMB 100.6 million

in the prior year.

Net Income (Loss)

As a result of the above factors, we had net loss of RMB 36.4 million in the fiscal year ended December 31, 2021, compared to net loss of RMB

100.6 million in the fiscal year ended December 31, 2020, improving by RMB 64.2 million, or 63.8%.

We had basic and diluted loss per common share of RMB 0.57 in the fiscal year ended December 31, 2021 compared to basic and diluted loss per

common share of RMB 1.57 in the fiscal year ended December 31, 2020.

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Foreign Currency Exchange

The functional currency of our offshore entities and subsidiaries, including ATA Creativity Global, ATA BVI, ACG HK and ACGIGL, is the U.S.

dollar. The functional currency of our PRC subsidiaries and the VIE is Renminbi. As of December 31, 2022, we had RMB 55.0 million ($8.0 million) in
cash and cash equivalents. The non-Renminbi portion of our revenues primarily consists of U.S. dollar and British Pound denominated referral fees paid by
overseas schools, institutions and their admission agents as well as service fees collected from students enrolled from overseas, while the non-Renminbi
portion of our expenditures primarily consists of professional fees incurred and overseas costs and expenses incurred mainly for research-based learning
services, either denominated in U.S. dollars, British Pound or Hong Kong dollars. Fluctuations in exchange rates, primarily those involving the U.S. dollar
against the Renminbi, may affect our costs and operating margins and reported operating results. Under the current foreign exchange system in China, our
operations in China may not be able to hedge effectively against currency risks, including any possible future Renminbi devaluation. See “Item 3.D. Risk
Factors — Risks Relating to Doing Business in the People’s Republic of China — Fluctuations in exchange rates could result in foreign currency exchange
losses.”

B. Liquidity and Capital Resources

Cash Flows for the Fiscal Years Ended December 31, 2022, 2021, and 2020

Our  working  capital  and  capital  expenditure  were  primarily  from  cash  generated  from  operating  activities  and  proceeds  received  from  a  private

placement in 2019 and 2020.

As of December 31, 2022, we had RMB 55.0 million ($8.0 million) in cash. Our cash and cash equivalents were primarily deposited with reputable
banks in China and Hong Kong. We intend to finance our future working capital and capital expenditure needs principally from cash generated from future
operating activities and possible plans of financings from outside sources including public offerings or private placements.

We  believe  our  expected  future  cash  flows  from  our  operating  activities,  which  are  mainly  generated  from  the  Huanqiuyimeng  business,  are
sufficient to meet our present working capital requirements. Our current operation plans do not require significant capital commitments. We do not expect
our short-term and long-term cash requirements to be materially different. We do, however, expect to spend money on strategic acquisition and investment
opportunities in the international education industry. If any future projects would require additional funding, outside financing might be pursued as needed.
Nevertheless, we may require additional sources of liquidity in the event of changes in business conditions or other future developments. Factors affecting
our sources of liquidity include our sales performance and changes in working capital. Any changes in the significant factors affecting our revenues from
the creative arts related international education services may cause material fluctuations in our cash generated from operations. See “Item 5.A. Operating
and  Financial  Review  and  Prospectus  —  Operating  Results—Net  Revenues”  for  a  description  of  these  significant  factors.  Changes  in  working  capital,
including any significant shortening or lengthening of our accounts receivable cycle or client prepayment cycles, may also cause fluctuations in our cash
generated  from  operations.  If  our  sources  of  liquidity  are  insufficient  to  satisfy  our  cash  requirements,  we  may  seek  to  sell  additional  equity  or  debt
securities or obtain a credit facility to meet our cash needs. The sale of convertible debt securities or additional equity securities could result in dilution to
our shareholders. The incurrence of indebtedness would result in debt service obligations and could result in operating and financial covenants that would
restrict our operations. We cannot assure you that financing will be available in amounts or on terms acceptable to us, if at all.

The following table summarizes our net cash flows with respect to operating activities, investing activities and financing activities in the fiscal years

ended December 31, 2020, 2021 and 2022:

Net cash used in operating activities
Net cash used in investing activities
Net cash provided by financing activities
Effect of foreign exchange rate changes on cash
Net decrease in cash
Cash and cash equivalents at beginning of the year
Cash and cash equivalents at end of the year

Operating Activities

For the fiscal year ended December 31,

2020

2021

2022

   RMB     RMB     RMB     US$  
(In thousands)
     (27,874)     (31,834)    (14,614)     (2,119) 
(361) 
     (19,090)     (10,029)     (2,490)    
27 
188     
     6,303     
828     
81 
557     
(814)    
(349)    
     (41,475)     (41,384)    (16,359)     (2,372) 
    154,198     112,723      71,339     10,343 
    112,723      71,339      54,980      7,971 

Net cash used in operating activities was RMB 14.6 million ($2.1 million) in the fiscal year ended December 31, 2022, mainly attributable to cash
collection from sales of RMB 238.0 million, partially offset by cash paid for payroll and compensation expenses of RMB 151.6 million and cash paid for
other cost and operating expenses of RMB 101.0 million.

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Net cash used in operating activities was RMB 31.8 million in the fiscal year ended December 31, 2021, mainly attributable to cash collection from
sales of RMB 224.2 million, including RMB 223.1 million from the Huanqiuyimeng operations and RMB 1.1 million from other services (primarily from
the K-12 education assessment services prepayment received), partially offset by cash paid for payroll and compensation expenses of RMB 146.2 million
and cash paid for other cost and operating expenses of RMB 109.8 million.

Net cash used in operating activities was RMB 27.9 million in the fiscal year ended December 31, 2020, mainly attributable to cash collection from
sales of RMB 209.8 million, including RMB 205.2 million from the Huanqiuyimeng operations and RMB 4.6 million from other services (primarily from
the  K-12  education  assessment  services  income  and  rental  income),  partially  offset  by  cash  paid  for  payroll  and  compensation  expenses  of  RMB
141.1 million and cash paid for other cost and operating expenses of RMB 96.6 million.

Investing Activities

Net cash used in investing activities in the fiscal year ended December 31, 2022 of RMB 2.5 million ($0.4 million) was primarily attributable to
payments  of  RMB1.6  million  in  connection  with  renovation  in  various  training  centers,  as  well  as  RMB  0.7  million  paid  in  connection  with  acquiring
business and minority interests.

Net cash used in investing activities in the fiscal year ended December 31, 2021 of RMB 10.0 million was primarily attributable to cash payment of
RMB4.6 million to the prior minority shareholders of Huanqiuyimeng in connection with Huanqiuyimeng Acquisition, payments of RMB4.5 million in
connection with renovation in various training centers and RMB 0.8 million cash disposed along with the dispose of K-12 education assessment business
of Muhua Shangce.

Net cash used in investing activities in the fiscal year ended December 31, 2020 of RMB 19.1 million was primarily attributable to cash payment of
RMB 15.0 million to the prior minority shareholders of Huanqiuyimeng in connection with Huanqiuyimeng Acquisition and payments of RMB 4.1 million
in connection with renovation in various training centers.

Financing Activities

Net cash provided by financing activities in the fiscal year ended December 31, 2022 of RMB 0.2 million ($0.03 million) was primarily attributable

to cash received for exercise of share options and cash paid for employee individual income tax for net- settlement of vested shares.

Net cash provided by financing activities in the fiscal year ended December 31, 2021 of RMB 0.8 million was primarily attributable to cash received
from short-term loan of RMB 2.7 million, in association with the disposed K-12 education assessment business before its deconsolidation during the year
of 2021, netting off by RMB 2.0 million repayment of short-term loan by Huanqiuyimeng during the first quarter of 2021.

Net  cash  provided  by  financing  activities  in  the  fiscal  year  ended  December  31,  2020  of  RMB  6.3  million  was  primarily  attributable  to  RMB
8.5  million  proceeds  received  from  the  private  placement  and  RMB  19.6  million  received  from  the  short-term  loans,  which  was  partially  offset  by
repayments of RMB 17.8 million for the short-term loans and payment of RMB 4.0 million for the repurchase of our ADS from the open market.

Indebtedness

In  May  2022,  we  mortgaged  the  16th  floor  of  Gongyuan  Real  Estate  Property  to  China  Minsheng  Bank  for  the  general  credit  line  of  RMB
20.0 million and as of the date of this annual report, we have not drawn down any credit line. As of April 6, 2023, other than the foregoing mortgage, we
do not have any outstanding debt securities, contingent liabilities, mortgages, or liens.

Capital Expenditures

The following table sets forth our historical capital expenditures for the periods presented. Actual future capital expenditures may differ from the

amounts presented below.

Total capital expenditures

2021    

   For the fiscal year ended December 31, 
   2020    
   RMB     RMB     RMB      US$  
(In thousands)
     4,910      4,452      1,618      235 

2022

Historically, our capital expenditures have been made primarily for leasehold improvements, computer and office equipment.

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Contractual Obligations

Our  contractual  obligations  comprise  operating  lease  commitments  and  other  commitments.  The  following  table  sets  forth  our  contractual

obligations as of December 31, 2022:

Payment Due

Operating Lease Obligations (1)

Total

 41,434   

Within
1 Year     1-3 Years    3-5 Years   
(In thousands of RMB)
  20,045   

  2,246   

 19,014   

More than
5 Years  

129 

(1) Our  operating  lease  obligations  comprise  office  and  training  center  lease  obligations  for  our  offices  and  training  centers  in  China.  These  leases
expire at different times over the period from the date of this annual report through June 2028 and will become subject to renewal. We will evaluate
the need to renew each lease on a case-by-case basis prior to its expiration.

Off-Balance Sheet Arrangements

In August 2021, Huanqiuyimeng entered into an agreement with two third parties to invest in a new company, pursuant to which Huanqiuyimeng

shall invest RMB110.0 million in cash representing 55% equity interests of the new company. The agreement was subsequently amended in March 2022
and October 2022. Pursuant to the amendments, the capital contribution by Huanqiuyimeng decreased to RMB30.0 million, representing 15% equity
interests of the new company, while ATA Learning, a company controlled by Xiaofeng Ma, our Chairman and CEO, shall invest RMB80.0 million as a
new investor, representing 40% equity interests in the new company. The capital contribution obligations of Huanqiuyimeng amounting to RMB30.0
million is due on December 31, 2031. As of April 6, 2023, Huanqiuyimeng has not made any capital contribution and has a remaining investment
commitment of RMB30.0 million.

Other  than  as  described  above,  we  do  not  currently  have,  and  do  not  expect  in  the  future  to  have,  any  other  off-balance  sheet  arrangements  or
commitments. In our ongoing business, we do not plan to enter into transactions involving, or otherwise form relationships with, unconsolidated entities or
financial partnerships established for the purpose of facilitating off-balance sheet arrangements or commitments.

C. Research and Development, Patents and Licenses, Etc.

Research and development are important to our continued success. We have devoted significant resources to continuous research and curriculum
development. We have a dedicated and experienced research and curriculum development team based at our headquarters consisting of 16 permanent staff
and supplemented by professional art teachers as subject experts to analyze market demand, study cutting-edge developments and techniques, and develop
the  most  appropriate  curriculum  and  teaching  methods  that  can  help  us  achieve  our  goals  for  providing  up-to-date  and  high  quality  international
educational  services.  We  will  continue  to  look  selectively  for  experienced  research  and  development  talents  to  further  increase  our  research  and
development capabilities.

D. Trend Information

Other  than  as  disclosed  elsewhere  in  this  annual  report,  including  in  “Item  3.D.  Risk  Factors”,  we  are  not  aware  of  any  trends,  uncertainties,
demands, commitments or events that are reasonably likely to have a material adverse effect on our revenues, income, profitability, liquidity or capital
resources, or that would cause the disclosed financial information to be not necessarily indicative of future operating results or financial conditions.

E. Critical Accounting Estimates

We prepare our consolidated financial statements in conformity with U.S. GAAP, which requires us to make judgments, estimates and assumptions
that affect the reported amount of our assets and liabilities, and disclose contingent assets and liabilities on the date of each set of consolidated financial
statements  and  the  reported  amount  of  revenues  and  expenses  during  each  financial  reporting  period.  We  continually  evaluate  these  estimates  and
assumptions  based  on  the  most  recently  available  information,  our  own  historical  experience  and  various  other  assumptions  that  we  believe  to  be
reasonable under the circumstances. Since the use of estimates is an integral component of the financial reporting process, actual results could differ from
those estimates as a result of changes in our estimates or changes in the facts or circumstances underlying our estimates and assumptions.

An accounting policy is considered to be critical if it requires an accounting estimate to be made based on assumptions about matters that are highly
uncertain at the time such estimate is made, if different accounting estimates that reasonably could have been used, or changes in the accounting estimates
that  are  reasonably  likely  to  occur  periodically,  could  materially  impact  the  consolidated  financial  statements.  Some  of  our  accounting  policies  require
higher degrees of judgment than others in their application. We consider the policies discussed below to be critical to an understanding of our consolidated
financial statements as their application places the most significant demands on our management’s judgment. When reviewing our consolidated financial
statements, you should take into account:

•

•

•

•

  our critical accounting policies discussed below;

  the related judgments made by us and other uncertainties affecting the application of these policies;

  the sensitivity of our reported results to changes in prevailing facts and circumstances and our related estimates and assumptions; and

  the risks and uncertainties described under Item 3.D. “Key Information — Risk Factors.”

See Note 2 to our audited consolidated financial statements for additional information regarding our significant accounting policies.

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Goodwill

Goodwill is not amortized, but tested annually for impairment on a qualitative or quantitative basis for the reporting unit as of December 31, or more
frequently when events or circumstances indicate an impairment may exist at the reporting unit level. When performing the annual impairment test, the
Company  has  the  option  of  first  performing  a  qualitative  assessment  to  determine  the  existence  of  events  and  circumstances  that  would  lead  to  a
determination  that  it  is  more  likely  than  not  that  the  fair  value  of  a  reporting  unit  is  less  than  its  carrying  amount.  In  the  qualitative  assessment,  the
Company considers primary factors such as industry and market considerations, the overall financial performance of the reporting unit, and other specific
information  related  to  the  operations.  If  such  a  conclusion  is  reached,  the  Company  would  then  be  required  to  perform  a  quantitative  impairment
assessment of goodwill. However, if the assessment leads to a determination that it is more likely than not that the fair value of a reporting unit is greater
than its carrying amount, then no further assessments are required. A quantitative assessment for the determination of impairment is made by comparing
the carrying amount of the reporting unit with its fair value, which is generally calculated using the discounted cash flow method.

Our  goodwill  of  RMB196,289,492  as  of  December  31,  2022  was  related  to  the  overseas  art  study  services  reporting  unit  and  other  educational
services reporting unit. For the year ended December 31, 2022, we elected to bypass the qualitative assessment and proceed directly to performing the
quantitative goodwill impairment testing. The fair value of the above two reporting units were based on the estimated price a willing buyer would pay, and
were determined using an income approach with future cash flow estimates supported by estimated revenue growth rates, operating margins, as well as the
selection of an appropriate discount rate based on weighted-average cost of capital which includes company-specific risk premium. These estimates are
highly subjective, and our ability to achieve the forecasted cash is affected by factors such as changes in our operating performance, unexpected changes in
future  economic  and  market  conditions,  as  well  as  regulatory  requirements. As  of  December  31,  2022,  the  estimated  fair  value  of  overseas  art  study
services reporting unit is RMB76.6 million, which exceeds its carrying value of RMB51.8 million, and the estimated fair value of the other educational
services  reporting  unit  is  RMB17.4  million,  which  exceeds  its  carrying  value  of  RMB5.9  million.  The  discounted  cash  flows  were  projected  based  on
financial  forecasts  developed  by  management  for  planning  purposes.  Cash  flows  beyond  the  forecast  periods  were  estimated  using  a  terminal  value
calculation, which incorporated historical and forecasted financial trends for each reporting unit. Specifically, the income approach valuation included a
cash flow discount rate at 20% and a terminal growth rate at 3%. We did not record any impairment loss for the year ended December 31, 2022 as the fair
value of the reporting unit is in excess of its carrying value.

The valuations are based on information available as of the impairment review date and are based on expectations and assumptions that have been
deemed reasonable by the management. Any changes in key assumptions, including unanticipated events and circumstances, may affect the accuracy or
validity of such estimates and could potentially result in impairment charges.

Revenue Recognition

We  generated  revenue  primarily  from  our  portfolio  training  services,  research-based  learning  services,  overseas  study  counselling  services,  and

other educational services through our training center network mainly in China as a result of Huanqiuyimeng Acquisition on August 6, 2019.

In accordance with ASC 606, Revenue from Contracts with Customers, revenues were recognized upon the satisfaction of its performance obligation
(upon transfer of control of promised goods or services to customers) in an amount that reflects the consideration to which we expect to be entitled to in
exchange for those goods or services, excluding amounts collected on behalf of third parties (for example, value added taxes).

Under ASC  606,  we  are  also  required  to  estimate  variable  consideration,  the  determination  of  stand-alone  selling  prices  (“SSP”)  of  performance

obligations, and measurement of progress towards completion in revenue recognition.

In  making  the  estimate  of  variable  consideration,  we  apply  judgments  which  are  inherently  subjective.  This  includes  the  assessment  of  the  final
outcome  of  the  performance  targets  and  our  historical  experience  and  performance.  The  amount  of  estimated  variable  consideration  included  in  the
transaction price is limited only to the extent that it is probable that a significant reversal in the amount of cumulative revenue recognized will not occur
when the uncertainty associated with the variable condition is subsequently resolved. We review these estimates on a regular basis. Any changes in these
factors which affect the estimated variable consideration and revenue recognized are applied prospectively.

The  contracts  with  customers  also  include  promises  to  transfer  multiple  services.  Judgment  is  required  to  determine  the  SSP  for  each  distinct
performance obligation. In instances where SSP is not directly observable, such as when we do not sell the product or service separately, we determine the
SSP  using  information  that  may  include  market  conditions  and  other  observable  inputs.  For  contracts  with  variable  consideration,  we  determine  that
variable  consideration  is  allocated  according  to  the  method  as  described  above,  because  variable  consideration  is  attributable  to  all  of  the  performance
obligations in a contract.

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For each performance obligation satisfied over time, revenues were recognized over time by measuring the progress toward complete satisfaction of

that performance obligation, including:

•

•

•

•

•

•

  Portfolio training services. Revenue is recognized over a period of time based on the number of training hours expended and total hours of
training under the contracts with the students. Under project-based programs, the number of hours of trainings required to complete a project
is  not  pre-determined  and  varies  depending  on  the  background  and  requirements  of  individual  students.  We  reassess  the  total  hours  of
training pursuant to each contract of project-based program with individual student on a quarterly basis. Any adjustments arising from the
changes of estimated training hours are applied prospectively.

  Research-based learning services. Revenue is recognized when control of promised services is transferred to the customers in an amount of

consideration to which we expect to be entitled in exchange for those services.

  Overseas  study  counselling  services.  Revenue  is  recognized  over  the  service  period  on  the  basis  of  costs  incurred  to-date  to  the  total

estimated costs.

  Other educational services. Revenue is recognized proportionately when the services are delivered.

  when control of promised services is transferred to customers in an amount of consideration to which we expect to be entitled to in exchange

for those services.

  Revenue  from  the  disposed  K-12  education  assessment  services  and  content  development  is  recognized  when  we  deliver  the  reports  or

developed content to customers, which is when the control over the report or the content has been transferred to customers.

Business Combination

Business  combinations  are  recorded  using  the  acquisition  method  of  accounting  in  accordance  with  ASC  topic  805  (“ASC  805”): Business
Combinations. The acquisition method of accounting requires an acquirer to determine the identifiable acquired assets, the liabilities assumed and any non-
controlling interest in the acquiree at the acquisition date, measured at their fair values as of that date. The consideration transferred for an acquisition is
measured  as  the  aggregate  of  the  fair  values  at  the  date  of  exchange  of  the  assets  given,  liabilities  assumed,  equity  instruments  issued  as  well  as  the
contingent considerations as of the acquisition date. The costs directly attributable to the acquisition are expensed as incurred. Identifiable assets, liabilities
and contingent liabilities acquired or assumed are measured separately at their fair value as of the acquisition date, irrespective of the extent of any non-
controlling  interests.  The  excess  of  (i)  the  total  cost  of  the  acquisition,  fair  value  of  the  non-controlling  interests  and  acquisition  date  fair  value  of  any
previously held equity interest in the acquiree over (ii) the fair value of the identifiable net assets of the acquiree, is recorded as goodwill. If the cost of the
acquisition is less than the fair value of the net assets of the subsidiary acquired, the difference is recognized directly in earnings.

Long-term Investments

In accordance with ASC 321 Investment- Equity Security, we have elected to apply the measurement alternative to measure the equity investments
that  do  not  have  readily  determinable  fair  values  at  cost,  adjusted  for  changes  resulting  from  impairments  and  observable  price  changes  in  orderly
transactions  for  identical  or  similar  securities  of  the  same  issuer.  We  consider  information  in  periodic  financial  statements  and  other  documentation
provided by the investees to determine whether observable price changes have occurred.

We make a qualitative assessment considering impairment indicators to evaluate whether the equity investments without a readily determinable fair
value is impaired at each reporting period, and write down to its fair value if a qualitative assessment indicates that the investment is impaired and the fair
value of the investment is less than its carrying value. If an equity security without a readily determinable fair value is impaired, we include an impairment
loss in net income equal to the difference between the fair value of the investment and its carrying amount.

Recently Issued Accounting Pronouncements

In August 2021, the FASB issued ASU 2021-08, Accounting for contract assets and contract liabilities from contracts with customers (Topic 805).
AUS  2021-12  addresses  diversity  and  inconsistency  related  to  the  recognition  and  measurement  of  contract  assets  and  contract  liabilities  acquired  in  a
business combination. The ASU requires that an acquirer recognize and measure contract assets and contract liabilities acquired in a business combination
in  accordance  with  Topic  606,  Revenue  from  Contracts  with  Customers,  rather  than  fair  value.  The  amendments  are  effective  for  annual  and  interim
reporting  periods  beginning  after  December  15,  2022.  The  Company  is  currently  evaluating  the  impact  of  this ASU  on  the  Company’s  consolidated
financial statements.

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ITEM 6.

DIRECTORS, SENIOR MANAGEMENT AND EMPLOYEES

A. Directors and Senior Management

The following table sets forth certain information relating to our directors and executive officers as of the date of this annual report. The business
address of each of our directors and executive officers is 1/F East Gate, Building No. 2, Jian Wai Soho, No. 39 Dong San Huan Zhong Road, Chao Yang
District, Beijing 100022, China.

Name
Xiaofeng Ma

Jun Zhang
Andrew Yan
Hope Ni
Alec Tsui
Zhilei Tong
Ruobai Sima

   Age   
59

Position

Chairman of the Board of Directors and
Chief Executive Officer

   50    President and Director
   65    Director
   50    Director
   73    Director
   48    Director
   41    Chief Financial Officer

Xiaofeng Ma is co-founder, chairman of the board and chief executive officer of our company. He also serves as chairman on the board of directors
of ATA Online. Prior to co-founding our company, Mr. Ma co-founded Dynamic Technology Corporation and served as its chief executive officer from
1996 to 1998. From 1990 to 1996, Mr. Ma served as a general manager in the Hainan High-Tech Industry International Cooperation Center. Previously,
Mr.  Ma  gained  experience  as  a  vice  president  at  the  Beijing  MIDI  High-Tech  Center,  as  a  director  of  Beijing  Zhongjia  Integrated  Intelligent  System
Engineering,  and  as  a  reporter  for  China  Radio  International.  Mr.  Ma  is  a  member  of  the  board  of  directors  of  a  number  of  private  enterprises  with
operations in China, which do not compete with our business. Mr. Ma graduated from Nanjing University with a bachelor’s degree in economics.

Jun Zhang is the president and a director of our company. Prior to joining us, Mr. Zhang was the founder and president of Huanqiuyimeng. With
over 20 years of experience in art and creativity education, Mr. Zhang is recognized as an expert in the art and creativity education industry in China. He is
a pioneer in the industrialization of international art and creativity education in China and has been active in the fields of both art and vocational training as
an educator in China. He has served as the head of the graduate animation program at the Central Academy of Fine Arts’ School of City Design and as the
director of the digital simulation graduate program at the Beijing Institute of Technology’s School of Design and Arts. Mr. Zhang received a bachelor’s
degree in arts education from Qufu Normal University.

Andrew  Yan is  a  director  of  our  company  and  is  an  independent  director  pursuant  to  Nasdaq  Stock  Market  Rule  5605(a)(2).  He  is  the  founding
managing  partner  of  SAIF  Partners  IV,  III  and  SB  Asia  Investment  Fund  II  L.P.,  and  president  and  executive  managing  director  of  Softbank  Asia
Infrastructure Fund. Before joining Softbank Asia Infrastructure Fund in 2001, Mr. Yan was a managing director and the head of the Hong Kong office of
Emerging Markets Partnership, the management company of AIG Asian Infrastructure Funds from 1994 to 2001. From 1989 to 1994, he worked in the
World Bank, the Hudson Institute and US Sprint Co. as an economist, research fellow and director for Asia respectively in Washington, DC. From 1982 to
1984, he was the chief engineer of Jianghuai Airplane Corp. He is currently an independent non-executive director of China Resources Land Limited and
an independent director of 360 DigiTech, Inc. (former called 360 Finance, Inc.) and Guoyuan Securities Co., Ltd. He also holds directorship in several
SAIF portfolio companies. Mr. Yan received a master of arts degree from Princeton University, and a bachelor’s degree in engineering from the Nanjing
Aeronautic Institute.

Hope Ni is an independent director of ATA Creativity Global. Ms. Ni currently serves on the boards of Zhihu Inc. (NASDAQ: ZH), Digital China
Holdings Ltd. (Stock code: 00861.HK), Ucloudlink Group Inc. (NASDAQ: UCL) and Acotec Scientific Holdings Limited (HKEX: 6699). From 2004 to
2007,  Ms.  Ni  was  the  chief  financial  officer  and  director  of  Viewtran  Group,  Inc.  (NASDAQ:  VIEW),  during  which  time,  Viewtran  Group  increased
market capitalization approximately seven times. In 2008, Ms. Ni served as the vice chairman of Viewtran Group, Inc. Prior to that, Ms. Ni spent six years
as a practicing attorney at Skadden, Arps, Slate, Meagher & Flom LLP in New York and Hong Kong. Earlier in her  career,  Ms.  Ni  worked  at  Merrill
Lynch’s investment banking division in New York. Ms. Ni received her J.D. degree from the University of Pennsylvania Law School and her B.S. degree
in applied economics and business management from Cornell University.

Alec Tsui is an independent director on our board and has also served as director on the board of directors of ATA Online from July 2015 to August
2018.  Mr.  Tsui  is  currently  an  independent  non-executive  director  of  a  number  of  companies  listed  in  Hong  Kong  and  on  Nasdaq,  including,  COSCO
Shipping  International  (Hong  Kong)  Co  Ltd.,  Pacific  Online  Limited,  Melco  Resorts  &  Entertainment  Limited,  Hua  Medicine  and  Brii  Biosciences
Limited. He was the chairman of the Hong Kong Securities Institute from 2001 to 2004. He was an advisor and a council member of the Shenzhen Stock
Exchange from 2001 to 2002. He joined the Hong Kong Stock Exchange in 1994 as an executive director of the finance and operations services division
and  became  its  chief  executive  in  1997.  Prior  to  that,  Mr.  Tsui  served  at  the  Securities  and  Futures  Commission  of  Hong  Kong  from  1989  to  1993.
Mr.  Tsui  graduated  from  the  University  of  Tennessee  with  a  B.S.  degree  and  a  master’s  degree  in  industrial  engineering.  He  completed  a  program  for
senior managers in government at the John F. Kennedy School of Government of Harvard University.

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Zhilei Tong is a director of our board. Mr. Tong founded COL Digital Publishing Group Co., Ltd. in 2000 and is currently the chairman and CEO of
COL Digital Publishing Group Co., Ltd. He is also the executive director and CEO of Jianshui Wenrui Enterprise Management Consulting Co., Ltd., the
executive  director  and  CEO  of  Beijing  COL  Culture  Media  Co.,  Ltd.,  the  executive  director  of  COL  (Tianjin)  Culture  Development  Co.,  Ltd.,  the
chairman of Hangzhou COL Information Technology Co., Ltd., the executive director and CEO of Beijing COL Education Technology Development Co.,
Limited,  the  executive  director  of  Shanghai  COL  Culture  Development  Co.,  Ltd.,  the  executive  director  of  Hubei  COL  Technology  Development  Co.,
Limited, the executive director and CEO of Hangzhou Chinese Universe Technology Co., Ltd, the executive director and CEO of Hainan Chinese Online
Universe  Technology  Co.,  Ltd,  the  executive  director  and  CEO  of  Tianjin  Chinese  Light  Shadow  Culture  Media  Co.,  Ltd,  the  executive  director  of
Changchun Chinese Light Shadow Culture Media Co., Ltd, the executive director of Xiamen Chinese Light Shadow Culture Media Co., Ltd, the executive
director of Beijing Tangyuan Network Technology Co., Ltd., the executive director and CEO of Guangzhou Meibu Information Technology Co., Ltd, the
executive director and CEO of Guangzhou Siyuetian Information Technology Co., Ltd., the executive director of Hangzhou Siyutian Network Technology
Co., Ltd, the executive director of Guangxi Yexiang Technology Co., Ltd, the executive director of Anhui Yexiang Technology Co., Ltd, the chairman
of COL (Tianjin) Culture and Education Industry Investment Management Co., Ltd., the executive director of COL Investment Group Co., Limited, the
executive director of Chinese Online Anti-Piracy Union Limited, the currently the chairman and CEO of COL MEDIA CORP, the director of COL WEB
PTE. LTD., the director of ATA Online (Beijing) Education Technology Co., Ltd., the chairman of Crazy Maple Studio, the director of Beijing Chinese
Miracle Culture Technology Co., Ltd., the president of Asia America Multi-technology Association, the vice-chairman of China Audio-video and Digital
Publishing Association, and the vice president of China Editorial Association. Mr. Tong got both bachelor and IMBA degree from Tsinghua University.

Ruobai Sima is our Chief Financial Officer, having assumed such role on May 12, 2022. Prior to joining ACG, Mr. Sima served as CFO at various
automotive  services  companies  from  2016  to  2022,  including  Beijing Aiyihang Auto  Service  Group  and  Beijing  Shouqi  Zhixing  Technology  Co.,  Ltd.
From  2015  to  2016,  Mr.  Sima  served  as  the  financial  director  for  Bitauto  Holdings,  a  leading  auto  Internet  company  focused  on  providing  Internet
information, shopping guide services and Internet marketing solutions in China. From 2008 to 2015, Mr. Sima served as the vice director of the finance
department at Toyota Motor Finance (CHINA) Co., LTD, primarily focused in the areas of risk management and corporate finance. Mr. Sima served as a
senior  auditor  at  PricewaterhouseCoopers  Beijing  from  2004  to  2008.  Mr.  Sima  earned  a  bachelor’s  degree  in  finance  from  the  Capital  University  of
Economics and Business and a master’s degree in finance from the University of International Business and Economics, both in Beijing.

Board Diversity

The table below provides certain information regarding the diversity of our board of directors as of the date of this annual report.

Country of Principal Executive Offices
Foreign Private Issuer
Disclosure Prohibited Under Home Country Law
Total Number of Directors
Part I: Gender Identity

Board Diversity Matrix

China
Yes
No
6

    Female    

    Male    

    Non-Binary    

Did Not Disclose
Gender

Directors

1

5

0

0

Part II: Demographic Background
Underrepresented Individual in Home Country Jurisdiction
LGBTQ+
Did Not Disclose Demographic Background

Family Relationships

0
0
0

There is no family relationship between any of the persons named above and no arrangement or understanding with major shareholders, customers,

suppliers or others, pursuant to which any person referred to above was selected as a director or member of senior management.

B. Compensation

For the fiscal year ended December 31, 2022, we and our subsidiaries paid aggregate cash compensation of RMB 6.7 million ($1.0 million) to our

directors and executive officers as a group. We do not pay or set aside any amounts for pension, retirement or other benefits for our officers and directors.

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Share Incentives

We adopted a share incentive plan, or the 2005 Plan, in April 2005, which was terminated in 2015. We adopted our 2008 Employee Share Incentive
Plan, or the 2008 Plan, in January 2008. We amended and restated the 2008 Plan, or the Amended and Restated 2008 Plan, in December 2016, primarily to
extend its term and expand the option pool thereunder to include the reserved but unissued common shares under the 2005 Plan. We amended and restated
the Amended and Restated 2008 Plan, or the Second Amended and Restated 2008 Plan, in October 2018, primarily to extend its term, expand the option
pool  thereunder,  and  change  the  number  of  common  shares  automatically  added  to  the  option  pool  in  each  calendar  year  during  its  term.  Our  share
incentive plans are intended to promote our success and to increase shareholder value by providing additional means to attract, motivate, retain and reward
selected directors, officers, employees and other eligible persons. An aggregate of 3,310,300 common shares were reserved for issuance under the 2005
Plan. Subject to any amendment of the Second Amended and Restated 2008 Plan by our directors, the maximum aggregate number of common shares that
may be issued pursuant to all awards under the Second Amended and Restated 2008 Plan is 6,965,846 shares (which was increased from 6,399,377 shares
under  the Amended  and  Restated  2008  Plan),  plus,  unless  the  board  of  directors  determines  a  lesser  amount,  an  annual  increase  on  January  1  of  each
calendar year beginning in 2019 equal to the lesser of (i) one percent (1%) of the total number of common shares issued and outstanding on December 31
of the immediately preceding calendar year, or (ii) such number of common shares as may be established by the board of directors. As of December 31,
2022, 9,301,934 shares were authorized for issuance under the Second Amended and Restated 2008 Plan.

We  have  issued  share  options  and  restricted  shares  under  the  2005  Plan,  the  2008  Plan,  the Amended  and  Restated  2008  Plan  and  the  Second
Amended and Restated 2008 Plan to selected directors, officers, employees and individual consultants and advisors. The contractual term of these options
is mostly for ten years.

Options and restricted shares granted under our share incentive plans generally do not vest unless the grantee remains under our employment or in

service with us on the given vesting date.

Generally, if the grantee’s employment or service with us is terminated for cause, all such grantee’s options under our share incentive plans, vested
and unvested, immediately terminate and become unexercisable. On the other hand, if the grantee’s employment or service with us is terminated for any
reason other than for cause, all such grantee’s vested options terminate and become unexercisable 90 days, or three months following the grantee’s last day
of employment or service with us, while generally all unvested options immediately terminate and become unexercisable. In circumstances where there is
a death or total disability of the grantee, all such grantee’s vested options terminate and become unexercisable 12 months following the grantee’s last day
of employment or service with us, while generally all unvested options immediately terminate and become unexercisable.

Our board of directors may amend, alter, suspend, or terminate our share incentive plans at any time, provided, however, that our board of directors
must  first  seek  the  approval  of  the  participants  of  our  share  incentive  plans  if  such  amendment,  alteration,  suspension  or  termination  would  adversely
affect the rights of participants under any option granted prior to that date. The 2005 Plan was terminated in 2015, and without further action by our board
of directors, the Second Amended and Restated 2008 Plan will terminate in 2028.

The tables below set forth the share options issued and restricted share grants made to our current directors and executive officers pursuant to our

share incentive plans:

Share Options

Name
Jun Zhang*
Ruobai Sima

Number of
Common
Shares to be
Issued
Upon Exercise
of Options

Exercise
Price per
Common

Share     Date of Issuance     Vesting Start Date    

Date of
Expiration

1,698,790    $ 1.2611      August 6, 2019      See note below      August 5, 2029 
200,000    $ 0.7900      February 7, 2022      February 7, 2022      February 6, 2032 

* One fourth (1/4) of the total number of common shares of the Company subject to the option of Jun Zhang vested on April 1, 2022 and one fourth
(1/4) vested on April 1, 2023. The remaining one half (1/2) of the common shares of the Company subject to the option shall vest with one-quarter
(1/4) on April 1, 2024 and one-quarter (1/4) on April 1, 2025, respectively, on the condition that specific performance target is achieved. As of the date
of this annual report, the performance target for the remaining one half of the common shares has not yet been specified.

Restricted Shares

Name
Xiaofeng Ma

   Restricted Shares   
200,000   
90,000   
133,000   

Date of Grant

May 30, 2011   
 February 10, 2015   
  January 17, 2017   

Vesting Start
Date
June 1, 2011 
 February 10, 2015 
  January 17, 2017 

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Andrew Yan

Hope Ni

Alec Tsui

Zhilei Tong

C. Board Practices

Duties of Directors

     1,469,460      December 19, 2018      December 19, 2018 
May 30, 2011     
June 1, 2011 
100,000     
January 17, 2017 
January 17, 2017     
133,000     
200,000      November 6, 2018      November 6, 2018 
February 17, 2012 
60,000     
133,000     
January 17, 2017 
200,000      November 6, 2018      November 6, 2018 
60,000     
February 17, 2012 
January 17, 2017 
133,000     
200,000      November 6, 2018      November 6, 2018 
200,000      November 6, 2018      November 6, 2018 

February 16, 2012     
January 17, 2017     

February 16, 2012     
January 17, 2017     

Under the Companies Act, our directors have a statutory duty of loyalty to act honestly in good faith with a view to our best interests. Our directors
also have a duty to exercise the care, diligence and skills that a reasonably prudent person would exercise in comparable circumstances. In fulfilling their
duty of care to us, our directors must ensure compliance with our fourth amended and restated memorandum and articles of association. A shareholder has
the right to seek damages if a duty owed by our directors is breached.

The functions and powers of our board of directors include, among others:

•

•

•

•

•

•

  convening shareholders’ annual general meetings and reporting its work to shareholders at such meetings;

  issuing authorized but unissued shares;

  declaring dividends and distributions;

  exercising the borrowing powers of our company and mortgaging the property of our company;

  approving the transfer of shares of our company, including the registering of such shares in our share register; and

  exercising any other powers conferred by the shareholders’ meetings or under our fourth amended and restated memorandum and articles of

association.

Terms of Directors

We have a board of six directors divided into class A, class B and class C directors. As of the date of this annual report, the class A directors are
Xiaofeng Ma and Zhilei Tong, the class B directors are Andrew Yan and Jun Zhang, and the class C directors are Hope Ni and Alec Tsui. One third of our
directors for the time being (or, if their number is not a multiple of three (3), the number nearest to but not greater than one third) shall retire from office
every year at our annual general meeting of shareholders on a rotating basis. Our class C directors Hope Ni and Alec Tsui were re-elected at our 2022
annual general meeting. Our class B directors Andrew Yan and Jun Zhang will retire from office and will be eligible for re-election at our 2023 annual
general meeting. Our chief executive officer, which currently is Xiaofeng Ma, shall not, while holding office, be subject to retirement or be taken into
account in determining the number of directors to retire in any year. Neither we nor our subsidiaries have any directors’ service contracts providing for
benefits upon termination of employment.

Board Practices

Our board of directors has established an audit committee, a compensation committee and a nominations committee.

Audit Committee

Our audit committee consists of Hope Ni and Alec Tsui. Hope Ni is the chairman of our audit committee. Our board of directors has determined that
Hope Ni and Alec Tsui are “independent directors” within the meaning of Nasdaq Stock Market Rule 5605(a)(2) and meet the criteria for independence set
forth in Rule 10A-3(b) of the Exchange Act. Hope Ni meets the criteria of an audit committee financial expert as set forth under the applicable rules of the
SEC. The third seat on our audit committee is vacant in reliance on Nasdaq Stock Market Rule 5615(a)(3), which permits a foreign private issuer like us to
follow “home country practices” in relation to the composition of its audit committee. In this regard we have elected to adopt the practices of our home
country, the Cayman Islands, which does not require us to have a three-member audit committee or to fill all three seats on the audit committee at this
time.

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Our audit committee is responsible for, among other things:

•

•

•

•

•

•

•

•

•

•

•

•

•

•

•

•

•

•

  appointing the independent auditor;

  pre-approving all auditing and non-auditing services permitted to be performed by the independent auditor;

  annually  reviewing  the  independent  auditor’s  report  describing  the  auditing  firm’s  internal  quality-control  procedures,  any  material  issues
raised  by  the  most  recent  internal  quality-control  review,  or  peer  review,  of  the  independent  auditor  and  all  relationships  between  the
independent auditor and our company;

  setting clear hiring policies for employees and former employees of the independent auditor;

  reviewing with the independent auditor any audit problems or difficulties and management’s responses;

  reviewing and approving all related party transactions on an ongoing basis;

  reviewing and discussing the annual audited financial statements with management and the independent auditor;

  reviewing and discussing with management and the independent auditor major issues regarding accounting principles and financial statement

presentations;

  reviewing reports prepared by management or the independent auditor relating to significant financial reporting issues and judgments;

  discussing earnings press releases with management, as well as financial information and earnings guidance provided to analysts and rating

agencies;

  reviewing  with  management  and  the  independent  auditor  the  effect  of  regulatory  and  accounting  initiatives,  as  well  as  off-balance  sheet

structures, on our financial statements;

  discussing policies with respect to risk assessment and risk management with management, internal auditors and the independent auditor;

  timely reviewing reports from the independent auditor regarding all critical accounting policies and practices to be used by our company, all
alternative treatments of financial information within U.S. GAAP that have been discussed with management and all other material written
communications between the independent auditor and management;

  establishing  procedures  for  the  receipt,  retention  and  treatment  of  complaints  received  from  our  employees  regarding  accounting,  internal
accounting controls, or auditing matters, and the confidential, anonymous submission by our employees of concerns regarding questionable
accounting or auditing matters;

  annually reviewing and reassessing the adequacy of our audit committee charter;

  such other matters that are specifically delegated to our audit committee by our board of directors from time to time;

  meeting separately, periodically, with management, internal auditors and the independent auditor; and

  reporting regularly to the full board of directors.

Compensation Committee

Our compensation committee consists of Andrew Yan, Hope Ni and Alec Tsui. Andrew Yan is the chairman of our compensation committee. Our

board  of  directors  has  determined  that  all  of  our  compensation  committee  members  are  “independent  directors”  within  the  meaning  of  Nasdaq  Stock
Market Rule 5605(a)(2).

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Our compensation committee is responsible for:

•

•

•

•

•

•

  reviewing and approving our overall compensation policies;

  reviewing  and  approving  corporate  goals  and  objectives  relevant  to  the  compensation  of  our  chief  executive  officer,  evaluating  our  chief
executive officer’s performance in light of those goals and objectives, reporting the results of such evaluation to the board of directors, and
determining our chief executive officer’s compensation level based on this evaluation;

  determining the compensation level of our other executive officers;

  making recommendations to the board of directors with respect to our incentive-compensation plans and equity-based compensation plans;

  administering our equity-based compensation plans in accordance with the terms thereof; and

  such other matters that are specifically delegated to the compensation committee by our board of directors from time to time.

Nominations Committee

Our  nominations  committee  consists  of  Xiaofeng  Ma, Andrew  Yan  and Alec  Tsui.  Xiaofeng  Ma  is  the  chairman  of  the  nominations  committee.
Although  Nasdaq  Stock  Market  Rules  generally  require  all  members  of  the  nominations  committee  of  a  listed  company  to  be  “independent  directors”
within  the  meaning  of  Nasdaq  Stock  Market  Rule  5605(a)(2),  Nasdaq  Stock  Market  Rule  5615(a)(3)  permits  a  foreign  private  issuer  like  us  to  follow
“home  country  practices”  in  relation  to  composition  of  its  nominations  committee.  In  this  regard,  we  have  elected  to  adopt  the  practices  of  our  home
country, the Cayman Islands, which does not require that any of the members of a company’s nominations committee be independent directors.

Our nominations committee is responsible for, among other things:

•

•

•

  seeking and evaluating qualified individuals to become new directors as needed;

  reviewing  and  making  recommendations  to  the  board  of  directors  regarding  the  independence  and  suitability  of  each  board  member  for

continued service; and

  evaluating the nature, structure and composition of other board committees.

Corporate Governance

Our  board  of  directors  has  adopted  a  code  of  ethics,  which  is  applicable  to  our  senior  executive  and  financial  officers.  In  addition,  our  board  of
directors has adopted a code of conduct, which is applicable to all of our directors, officers, employees and advisors. Our code of ethics and our code of
conduct  are  publicly  available  on  our  website, http://www.atai.net.cn.  In  addition,  our  board  of  directors  has  adopted  a  set  of  corporate  governance
guidelines.  The  guidelines  reflect  certain  guiding  principles  with  respect  to  our  board’s  structure,  procedures  and  committees.  The  guidelines  are  not
intended to change or interpret any law, or our fourth amended and restated memorandum and articles of association.

Interested Transactions

A director may vote with respect to any contract or transaction in which he or she is interested, provided that the nature of the interest of any director

in such contract or transaction is disclosed by him or her at or prior to its consideration and any vote in that matter.

D. Employees

We  had  580,  584  and  536  employees  as  of  December  31,  2020,  2021  and  2022  in  China,  respectively,  including  3  employees  of  the  VIE  as  of
December 31, 2022. As of December 31, 2022, we had 140 employees in teaching, 145 employees in teaching administration and affairs (among which
there are 16 permanent employees focusing on research and curriculum development who are supplemented by professional art teachers), 161 employees
in sales and marketing, 5 in research and development and 85 in general and administrative functions.

We use our share incentive plans as additional means to further attract, motivate, retain and reward selected directors, officers, employees and third-
party  consultants  and  advisors.  For  more  information,  see  “Item  6.B.  Directors,  Senior  Management  and  Employees  —  Compensation  —  Share
Incentives.” We believe these initiatives have contributed to our ability to attract and retain talent.

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As  required  by  PRC  laws  and  regulations,  we  and  the  VIE  participate  in  various  employee  benefit  plans  that  are  organized  by  municipal  and
provincial governments, including housing, pension, medical and unemployment benefit plans. We and the VIE make monthly payments to these plans in
respect of each employee based on the employee’s compensation. We believe that we and the VIE maintain a good working relationship with our and the
VIE’s employees and we and the VIE have not experienced any significant labor disputes. Our employees have not entered into any collective bargaining
agreements.

According to our contracts with our and the VIE’s employees, our and the VIE’s employees are generally prohibited from engaging in any activities
that compete with our business during the period of their employment and for two years after termination of their employment with us. Furthermore, all
employees are prohibited, for a period of two years following termination, from soliciting other employees to leave us or the VIE and, for a period of five
years following termination, from soliciting our existing clients. However, we and the VIE may have difficulty enforcing these non-competition and non-
solicitation terms in China because the Chinese legal system, especially with respect to the enforcement of such terms, is still developing.

E. Share Ownership

The following table sets forth information with respect to the beneficial ownership, within the meaning of Section 13(d)(3) of the Exchange Act, of

our common shares as of April 6, 2023 by:

•

•

  each person known to us to own beneficially more than 5% of common shares, and

  each of our directors and executive officers.

Directors and Executive Officers:
Xiaofeng Ma(3)
Andrew Yan
Hope Ni
Alec Tsui
Zhilei Tong
Ruobai Sima
Jun Zhang(4)
Directors and Executive Officers Combined
Principal Shareholders:
Joingear Limited(5)
HSBC International Trustee Limited(6)
Able Knight Development Limited(3)
Alpha Advantage Global Limited(7)
Jiangong Zhao(7)
Arts Consulting Limited(8)
CL-TCC(9)
Pengjian Shi(9)
TCC Management Limited(9)

Common shares beneficially
owned

Number (1)  

Percentage (2) 

 25,160,508 

*  
*  
*  
*  
*  

 10,209,396 
 36,714,678 

 18,427,074 
  9,804,588 
  4,998,988 
  4,717,100 
  4,717,100 
  9,360,000 
  5,662,634 
  5,662,634 
  5,662,634 

39.8% 
* 
* 
* 
* 
* 
15.9% 
57.3% 

29.1% 
15.5% 
7.9% 
7.5% 
7.5% 
14.8% 
9.0% 
9.0% 
9.0% 

*
(1)

(2)

Beneficially owns less than 1% of our common shares.
The number of common shares beneficially owned by each of the listed persons includes common shares that such person has the right to acquire
within 60 days after April 6, 2023.
Percentage  of  beneficial  ownership  for  each  of  the  persons  listed  above  is  determined  by  dividing  (i)  the  number  of  common  shares  beneficially
owned  by  such  person  by  (ii)  the  total  number  of  common  shares  outstanding,  plus  the  number  of  common  shares  such  person  has  the  right  to
acquire within 60 days after April 6, 2023. The total number of our common shares outstanding as of April 6, 2023 is 63,171,840.

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(3)

(4)

(5)

Includes (i) 1,734,446 common shares held by Xiaofeng Ma, (ii) 4,998,988 common shares held by Able Knight Development Limited, which is a
British  Virgin  Islands  company  wholly-owned  by  Precious  Time  Holdings  Limited  and  ultimately  wholly  owned  by  HSBC  International  Trustee
Limited  as  trustee  of  an  irrevocable  trust  constituted  under  the  laws  of  the  Cayman  Islands  with  Xiaofeng  Ma  as  the  settlor  and  certain  family
members  of  Xiaofeng  Ma  as  the  beneficiaries,  and  (iii)  18,427,074  common  shares  held  by  Joingear  Limited,  which  is  a  British  Virgin  Islands
company  with  100%  of  its  issued  and  outstanding  share  capital  owned  by  Xiaofeng  Ma.  Xiaofeng  Ma  is  the  sole  director  of  Able  Knight
Development Limited. The business address of Able Knight Development Limited is Portcullis Chambers, 4th Floor, Ellen Skelton Building, 3076
Sir  Francis  Drake  Highway,  Road  Town,  Tortola,  British  Virgin  Islands.  Xiaofeng  Ma  and  Zhilei  Tong  are  directors  of  Joingear  Limited.  The
business address of Joingear Limited is OMC Chambers, Wickhams Cay 1, Road Town, Tortola, British Virgin Islands.
Includes 9,360,000 common shares held by Arts Consulting Limited, or ArtsCL, which is a British Virgin Islands company. Jun Zhang is the sole
director and holds 75% of the issued and outstanding share capital of ArtsCL. The business address of ArtsCL is CCS Trustees Limited, Mandar
House, 3rd  Floor,  Johnson’s  Ghut,  Tortola,  British  Virgin  Islands.  If  Jun  Zhang  violates  his  non-compete  obligation  owned  to  the  Company,  the
Company may require ArtsCL to either return 75% of the 9,360,000 common shares, or pay to the Company an amount equal to the valuation of
75% of such common shares if such common shares have been sold, calculated using the per share price of our common shares on August 6, 2019.
Includes  18,427,074  common  shares  held  by  Joingear  Limited,  based  on  Schedule  13D/A Amendment  No.  8  filed  jointly  by  Xiaofeng  Ma, Able
Knight  Development  Limited,  Precious  Time  Holdings  Limited,  Ma  Family  Trust  and  Joingear  Limited  on  May  21,  2020.  Joingear  Limited  is  a
British Virgin Islands company. Xiaofeng Ma and Zhilei Tong are directors of Joingear Limited.

(6) Based on a Schedule 13G Amendment No. 7 filed by HSBC International Trustee Limited on February 7, 2018. The registered address of HSBC
International Trustee Limited is 21 Collyer Quay, #19-01 HSBC Building, Singapore 049320. Based on a Schedule 13G Amendment No. 8 filed by
HSBC  Holdings  plc  on  February  8,  2023,  HSBC  International  Trustee  Limited  is  a  subsidiary  of  HSBC  Holdings  plc.  The  registered  address  of
HSBC Holdings plc is 8 Canada Square, London E14 5HQ, United Kingdom.

(7) Based  on  a  Schedule  13G Amendment  No.  1  filed  jointly  by  Jiangong  Zhao,  Dynamic  Fame  Limited  and Alpha Advantage  Global  Limited  on
January  22,  2018.  Includes  188,000  common  shares  held  of  record  by  Dynamic  Fame  Limited  and  4,529,100  common  shares  held  of  record  by
Alpha Advantage Global Limited. Dynamic Fame Limited is a British Virgin Islands company and a wholly owned subsidiary of Alpha Advantage
Global Limited. Alpha Advantage Global Limited is a British Virgin Islands company wholly owned by Jiangong Zhao. The business address of
Alpha Advantage Global Limited is Vistra Corporate Services Centre, Wickhams Cay II, Road Town, Tortola, VG1110, British Virgin Islands and
the business address of Dynamic Fame Limited is Office 1601, 16/F, 31 Queen’s Road Central, Hong Kong.

(8) Based on a Schedule 13D/A filed jointly by Jun Zhang and ArtsCL on May 21, 2020. ArtsCL is a British Virgin Islands company. Jun Zhang is the

sole director of ArtsCL.

(9) Based on a Schedule 13G filed jointly by CL-TCC, TCC Management Limited and Pengjian Shi on February 18, 2020. Includes 5,662,634 common
shares held of record by CL-TCC. CL-TCC is a Cayman Islands company with 50% and 50% of its issued and outstanding share capital owned by
CL  Management  Ltd.  and  TCC  Management  Limited,  respectively.  TCC  Management  Limited  is  a  Cayman  Islands  company  wholly  owned  by
Pengjian Shi, who may be deemed to have the sole voting power and sole dispositive power with respect to the common shares held by CL-TCC.
The business address of TCC Management Limited is c/o Solaris Corporate Services Ltd., P.O. Box 1990, 3rd Floor, FirstCaribbean House, George
Town Grand Cayman KY1-1104, Cayman Islands and the business address of CL-TCC is Harbour Place, 2nd Floor, 103 South Church Street, P.O.
Box 472, George Town, Grand Cayman KY1-1106, Cayman Islands.

None of our shareholders have different voting rights from other shareholders. We are not aware of any arrangement that may, at a subsequent date,
result in a change of control of our company. See “Item 6.B. Directors, Senior Management and Employees — Compensation — Share Incentives” for
information on options granted to our current directors and executive officers and “Item 6.D. Employees” for a discussion of our use of share incentive
plans to incentivize our employees. To our knowledge, as of April 6, 2023, 100 of our common shares were held by holders of record in the United States.
However, 25,873,068 common shares were registered in the name of a nominee of Citibank, N.A., the depositary of our ADSs. It is likely that a large
number of beneficial owners of our ADSs reside in the United Sates.

F. Disclosure of a Registrant’s Action to Recover Erroneously Awarded Compensation

Not Applicable.

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ITEM 7.

MAJOR SHAREHOLDERS AND RELATED PARTY TRANSACTIONS

A. Major Shareholders

Please refer to “Item 6.E. Directors, Senior Management and Employees — Share Ownership.”

B. Related Party Transactions

Contractual Arrangements with the VIE and Its Shareholders

PRC  laws  and  regulations  currently  limit  foreign  ownership  of  companies  that  engage  in,  among  other  things,  Internet  content  provision  related
business which requires ICP license. Due to these restrictions, we set up contractual arrangements with the VIE to preserve our flexibility to operate, invest
in  or  hold  businesses  that  are  restricted  from  receiving  foreign  investments.  For  a  description  of  these  contractual  arrangements,  see  “Item  4.A.
Information on the Company — History and Development of the Company — Contractual Arrangements with the VIE.”

Purchase of IT System Consulting Service, Office Sharing Service and System Development and Data Services from an Affiliate Company

Huanqiuyimeng has purchased consulting services relating to IT system from an affiliate company, ApplySquare Education & Technology Co., Ltd.

(“Applysquare”) in October 2021. The expense recorded for the year ended December 31, 2021 was RMB 50,913.

In October 2021, Huanqiuyimeng entered into an agreement for utilizing certain office space of ApplySquare with a term from October 16, 2021 to
October 15, 2022. The total amount of the agreement was RMB1.2 million and expense of RMB 275,967 was recorded for the year ended December 31,
2021. In June 2022, Huanqiuyimeng entered into a supplementary agreement with Applysquare to increase the contract amount by RMB22,000 for certain
expense incurred. In September 2022, Huanqiuyimeng extended the above office space agreement for another year to October 15, 2023 and a total expense
of  RMB1,128,016  was  recorded  for  the  year  ended  December  31,  2022  in  accordance  with  the  above  agreements.  The  office  space  agreement  was
terminated in March 2023 due to certain changes in operations.

In January 2022, Huanqiuyimeng entered into an agreement with Applysquare, pursuant to which ApplySquare shall develop system platforms and
provide related data services to support Huanqiuyimeng’s operations and service delivery. The total amount of the agreement was RMB 6.5 million, which
includes a one-year charge of data and system maintenance services. As of December 31, 2022, the system platforms are still under development and RMB
3.7 million expense was recorded for the year ended December 31, 2022 in accordance with the development progress. In March 2023, Huanqiuyimeng
entered into a supplementary agreement with Applysquare, under which the contract amount was reduced to RMB 6.3 million due to cost optimization.

Purchase of video services from an Affiliate Company

In September 2022, Huanqiuyimeng entered into an agreement with ATA Learning Inc., pursuant to which ATA Learning Inc. provided professional
videography  and  production  of  video  services  to  Huanqiuyimeng.  The  total  amount  of  the  agreement  was  USD10,000.  Majority  of  the  services  were
completed in December 2022 and expense of RMB 49,579 was recorded accordingly for the year ended December 31, 2022.

Purchase of Online Education Platform Services from an Affiliate Company

Huanqiuyimeng  has  subscribed  services  of  online  educational  platform  provided  by  an  affiliate  company,  EEO  Empower  Education  Online  Co.,
Ltd. (“EEO”), to support its online delivery of credit hours and other relevant services from January to June 2020. Cost of revenues in the amount of RMB
115,968 was recognized for the services purchased during the period.

Muhua Shangce’s Loans and Guarantees

Amounts Due to a Related Party

The CEO, director and shareholder of the Company, Mr. Xiaofeng Ma has offered interest-free personal funding support of RMB 431,000 and RMB
200,000 on March 5 and March 30, 2020 respectively to Muhua Shangce, a then majority owned subsidiary of the Company, to support its operational
cash needs during COVID-19, which became due in September 2020 and was extended  for  one  year  to  September  2021.  The  outstanding  balance  was
RMB 631,000 as of December 31, 2020. Muhua Shangce was disposed of in June 2021 and the related balance was derecognized from the Company’s
consolidated financial statements.

Joint Liability Guarantee Provided by a Related Party

Muhua  Shangce  has  borrowed  RMB  3.0  million  from  a  third-party  company  at  an  annual  interest  rate  of  4.35%  in April  2020,  for  which  the
Company’s CEO and Director, Mr. Xiaofeng Ma, has provided a joint liability guarantee. Muhua Shangce was disposed of in June 2021 and the related
balance was derecognized from the Company’s consolidated financial statements.

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Amounts Due to a Company Controlled by a Related Party

In November 2020 and May 2021, a partnership controlled by the Company’s CEO and Director, Mr. Xiaofeng Ma provided a ten-month interest-
free  loan  of  RMB  500,000  and  a  fourteen-month  interest  free  loan  of  RMB  700,000  to  Muhua  Shangce  respectively.  The  outstanding  balance  was
RMB500,000 as of December 31, 2020. Muhua Shangce was disposed of in June 2021 and the related balance of RMB1,200,000 before the disposal was
derecognized from the Company’s consolidated financial statements.

Expenses Paid to a Related Company on Behalf of Huanqiuyimeng

From  January  1,  2020  to  May  14,  2020,  before  Shanghai Aixue  Culture  Communication  Co.,  Ltd.  (“Shanghai Aixue”)  became  a  wholly  owned
subsidiary of the Company, Huanqiuyimeng prepaid RMB 672,254 to Shanghai Aixue, a company previously owned by president Mr. Jun Zhang and one
of the employees, and Shanghai Aixue paid a total of RMB 483,902 of Huanqiuyimeng’s operating expenses on behalf of Huanqiuyimeng.

C. Interests of Experts and Counsel

Not applicable.

ITEM 8.

FINANCIAL INFORMATION

A. Consolidated Statements and Other Financial Information.

Our consolidated financial statements are included at the end of this annual report.

Legal Proceedings

1. Beijing Litigation

In March 2020, Mr. Xiaofeng Ma, our chairman and chief executive officer, received copies of the civil complaints with respect to two lawsuits filed
by  our  two  shareholders Alpha Advantage  Global  Limited  (“Alpha”)  and  Dynamic  Fame  Limited  (“Dynamic”),  respectively  with  the  Beijing  Fourth
Intermediate People’s Court (the “Beijing Intermediate Court”) relating to the Company’s sale of the ATA Online Business (for details of the sale of the
ATA Online Business, see “Item 4.A. Information on the Company — History and Development of the Company”). The Company was also listed as a
defendant and ATA Online was listed as an interested third party in such lawsuits. Alpha was a holder of 4,529,100 common shares of the Company and
Dynamic was a holder of 188,000 common shares of the Company at the time of the completion of the sale of ATA Online Business.

The plaintiffs claimed that the sale of the ATA Online Business was a related-party transaction or a self-dealing transaction, for which approval by
unrelated  shareholders  is  required  and  the  board  of  the  directors  of  the  Company  did  not  have  the  right  to  approve  such  transaction;  the  plaintiffs  also
claimed that the ATA Online Business was worth more than the consideration of US$200.0 million paid by the buyer group, and thus the sale of ATA
Online Business has caused losses to the plaintiffs as shareholders of the Company. The plaintiffs are requesting that the Beijing Intermediate Court rule
that (i) all board resolutions of the Company regarding the sale of the ATA Online Business are invalid; (ii) Mr. Xiaofeng Ma shall compensate the loss
incurred by Alpha and Dynamic from the Company’s sale of the ATA Online Business for RMB 95.0 million and RMB 5.0 million, respectively; and
(iii)  the  Company  and  Mr.  Xiaofeng  Ma  shall  jointly  bear  the  attorney’s  fees  of  Alpha  and  Dynamic  for  RMB  1.5  million  and  RMB  0.5  million,
respectively, and other litigation costs.

The Company filed an application for jurisdiction objection for each of the foregoing two cases, which was not supported by court order. As a result,
Beijing Intermediate Court had jurisdiction over these two cases. On March 18, 2022, the Supreme People’s Court issued (2022) Supreme People’s Court
Ruling No. 48 and No. 49, holding that these two cases are international commercial cases of great influence and typical significance, and should be tried
by the International Commercial Court of the Supreme People’s Court. In accordance with Article 21 and Paragraph 1 of Article 39 of the Civil Procedure
Law  of  the  People’s  Republic  of  China  and  Item  5  of Article  2  of  the  Provisions  of  the  Supreme  People’s  Court  on  Several  Issues  Concerning  the
Establishment of International Commercial Courts, the Supreme People’s Court ruled that these two cases should be heard by the Second International
Commercial  Court  of  the  Supreme  People’s  Court.  While  the  Company  does  not  believe  the  plaintiffs  have  any  merit  in  their  claims,  the  Company  is
actively preparing for the foregoing suits. As of April 6, 2023, these two cases have not yet been heard.

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2. Ningbo Litigation (such case has been transferred to Beijing Intermediate Court)

In  March  2020, Alpha  and  Dynamic  jointly  filed  a  lawsuit  with  the  Ningbo  City  Intermediate  People’s  Court  (the  “Ningbo  Intermediate  Court”)
against  Mr.  Xiaofeng  Ma,  certain  entities  controlled  by  management  members  of ATA  Online  which  were  members  of  the  buyer  group,  New  Beauty
Holdings  Limited,  the  Company’s  director  Zhilei  Tong,  Chinese  All  Digital  Publishing  Group  Co.,  Ltd.  and  ATA  Learning  in  connection  with  the
Company’s sale of the ATA Online Business, and listed the Company and ATA Online as interested third parties. The plaintiffs are requesting that the
Ningbo Intermediate Court rule that (i) all related party transactions between the defendants and the Company relating to the sale of ATA Online Business
are invalid; (ii) Mr. Xiaofeng Ma, the entities controlled by the management members of ATA Online and Chinese All Digital Publishing Group Co., Ltd.
shall  return  the  equity  interest  of ATA  Online  and ATA  Learning  they  acquired  to ATA  Learning  and ATA  BVI,  a  wholly  owned  subsidiary  of  the
Company, as the case may be; and (iii) all defendants and the Company shall jointly bear the attorney’s fees of the plaintiffs for RMB 15.0 million and
other litigation costs.

The case was transferred by the Ningbo Intermediate Court to Beijing Intermediate Court for further proceeding. On January 18, 2023, the Beijing
Intermediate Court issued an order of nonsuit which dismissed the case. On February 17, 2023, the plaintiffs have appealed such order to Beijing High
People’s Court. As of April 6, 2023, we are vigorously preparing to defend against such appeal.

While  we  do  not  believe  the  allegations  of  the  plaintiffs  have  any  merit  and  intend  to  vigorously  defend  against  these  lawsuits,  we  are  currently
unable to estimate the possible outcome of such lawsuits. For risks and uncertainties relating to pending lawsuits against us, please see “Item 3.D. Risk
Factors — Risks Relating to Our ADSs — We have been named as a defendant or interested third party in three lawsuits in connection with our sale of
ATA Online, which could have a material adverse impact on our business, financial condition, results of operation, cash flows and reputation.”

Other  than  the  aforementioned  lawsuits,  we  and  the  VIE  are  not  currently  involved  in  any  material  litigation,  arbitration  or  administrative
proceedings that could have a material adverse effect on our financial condition or results of operations. From time to time, we and the VIE may be subject
to various claims and legal actions arising in the ordinary course of business.

Dividend Policy

The Company has not made any dividends or distributions to its shareholders for the fiscal years ended December 31, 2020, 2021 and 2022. Any
future determination to pay dividends will be made at the discretion of our board of directors and will be based upon our future operations and earnings,
capital requirements and surplus, general financial condition, shareholders’ interests, contractual restrictions and other factors our board of directors may
deem relevant.

Holders of our ADSs will be entitled to receive dividends, if any, subject to the terms of the deposit agreement, to the same extent as the holders of
our common shares. Cash dividends will be paid to the depositary in U.S. dollars, which will distribute them to the holders of ADSs according to the terms
of the deposit agreement. Other distributions, if any, will be paid by the depositary to the holders of ADSs in any means it deems legal, fair and practical.

Under China’s EIT Law and its implementation rules, both of which became effective on January 1, 2008, dividends from our PRC subsidiaries to
us may be subject to a 10% withholding tax if such dividends are derived from profits generated after January 1, 2008. If we are deemed to be a PRC
resident  enterprise,  the  withholding  tax  may  be  exempted,  but  we  will  be  subject  to  a  25%  tax  on  our  worldwide  income,  and  our  non-PRC  enterprise
investors may be subject to PRC income tax withholding at a rate of 10%. See “Item 3.D. Risk Factors — Risks Relating to Regulations of Our Business
— Under the EIT Law, we may be classified as a ‘resident enterprise’ of China. Such classification will likely result in unfavorable tax consequences to us
and U.S. holders of our ADSs or common shares,” and “Item 10.E. Additional Information — Taxation — People’s Republic of China Taxation.”

B. Significant Changes

Except  as  disclosed  elsewhere  in  this  annual  report,  we  and  the  VIE  have  not  experienced  any  significant  changes  since  the  date  of  our  audited

financial statements included in this annual report.

ITEM 9.

THE OFFER AND LISTING

A. Offering and Listing Details

Principal Market of Our ADSs

Our ADSs are listed for trading on Nasdaq under the symbol “AACG.”

B. Plan of Distribution

Not applicable.

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C. Markets

See Item 9.A. above.

D. Selling Shareholders

Not applicable.

E. Dilution

Not applicable.

F. Expenses of the Issue

Not applicable.

ITEM 10.

ADDITIONAL INFORMATION

A. Share capital

Not applicable.

B. Memorandum and Articles of Association

We  incorporate  by  reference  into  this  annual  report  the  description  of  our  fourth  amended  and  restated  memorandum  and  articles  of  association
contained under the heading “Description of Share Capital” in our registration statement on Form F-1 (File No. 333-148512) originally filed with the SEC
on January 8, 2008, as amended. At our 2020 Annual General Meeting of Shareholders held on December 18, 2020, it was resolved as a special resolution
that our third amended and restated memorandum and articles of association be amended and restated into fourth amended and restated memorandum and
articles of association to permit electronic and hybrid shareholders’ meetings and make certain updates and editorial changes.

C. Material Contracts

We and the VIE have not entered into any material contracts other than in the ordinary course of business and other than those described in “Item 4.
Information on the Company”, “Item 5. Operating and Financial Review and Prospects”, “Item 7. Major Shareholders and Related Party Transactions” or
elsewhere in this annual report on Form 20-F.

D. Exchange Controls

No foreign exchange controls exist in the Cayman Islands. The discussion below addresses the exchange controls that exist in the PRC.

Regulation of Foreign Exchange

The  PRC  government  imposes  restrictions  on  the  convertibility  of  the  Renminbi  and  on  the  collection  and  use  of  foreign  currency  by  Chinese
entities. Under current regulations, the Renminbi is convertible for current account transactions, which include dividend distributions, interest payments,
and the import and export of goods and services. Conversion of Renminbi into foreign currency and foreign currency into Renminbi for capital account
transactions, such as direct investment, portfolio investment and loans, however, generally requires the approval of or registration or filing with SAFE or
its authorized banks and other relevant Chinese governmental authorities.

Under  current  Chinese  regulations,  FIEs  such  as  our  PRC  subsidiaries  are  required  to  apply  to  banks  authorized  by  SAFE  for  foreign  exchange
registration. With such foreign exchange registration, an FIE may open foreign exchange bank accounts at banks authorized to conduct foreign exchange
business  by  SAFE  and  may  buy,  sell  and  remit  foreign  exchange  through  such  banks,  subject  to  documentation  and  approval  requirements.  FIEs  are
required to open and maintain separate foreign exchange accounts for capital account transactions and current account transactions. In addition, there are
restrictions  on  the  amount  of  foreign  currency  that  FIEs  may  retain  in  such  accounts.  See  also  “Item  4.B.  Information  on  the  Company  —  Business
Overview — Regulation.”

The value of the Renminbi against the U.S. dollar and other currencies is affected by, among other things, changes in PRC political and economic
conditions and PRC foreign exchange policies. The People’s Bank of China regularly intervenes in the foreign exchange market to limit fluctuations in
Renminbi exchange rates and achieve policy goals.

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Dividend Distributions

The Company is not a Chinese operating company but a Cayman Islands holding company with operations conducted through its subsidiaries and
through contractual arrangements with the VIE based in China. As a result, although other means are available for us to obtain financing at the Company
level,  the  Company’s  ability  to  pay  dividends  to  its  shareholders  and  to  service  any  debt  it  may  incur  may  depend  upon  dividends  paid  by  our  PRC
subsidiaries and license and service fees paid by the VIE. PRC legal restrictions permit payments of dividends by our PRC subsidiaries only out of their
accumulated  after-tax  profits,  if  any,  determined  in  accordance  with  PRC  GAAP.  Each  of  our  PRC  subsidiaries  is  also  required  under  PRC  laws  and
regulations to allocate at least 10% of its after-tax profits determined in accordance with PRC GAAP to statutory reserves until such reserves reach 50% of
its registered capital. Allocations to these statutory reserves and funds can only be used for specific purposes and are not transferable to us in the form of
loans, advances or cash dividends. For the year ended December 31, 2022, our PRC subsidiaries allocated RMB 25.7 million ($3.7 million) to the general
reserve  fund.  In  addition,  registered  share  capital  and  capital  reserve  accounts  are  also  restricted  from  withdrawal  in  the  PRC,  up  to  the  amount  of  net
assets held in each operating subsidiary. Any limitations on the ability of our PRC subsidiaries to transfer funds to us could materially and adversely limit
our ability to grow, make investments or acquisitions that could be beneficial to our business, pay dividends and otherwise fund and conduct our business.
See “Item 3.D. Risk Factors — Risks Relating to Regulations of Our Business — Because we may rely on dividends and other distributions on equity paid
by our current and future PRC subsidiaries for our cash requirements, restrictions under PRC law on their ability to make such payments could materially
and adversely affect our ability to grow, make investments or acquisitions that could benefit our business, pay dividends to you, and otherwise fund and
conduct our businesses.”

In  addition,  there  are  substantial  uncertainties  regarding  the  interpretation  and  application  of  current  and  future  PRC  laws,  regulations  and  rules
relating to VIE Agreements, and the VIE Agreements with the VIE and its shareholders may not be as effective as direct ownership in providing us with
control over the VIE. The uncertainty with respect to the validity and enforceability of the VIE Agreements may limit our ability to settle amounts owed
under the VIE Agreements. See “Item 3.D. Risk Factors — Risks Relating to Our Corporate Structure.”

E. Taxation

The following is a general summary of the material Cayman Islands, U.S. federal and People’s Republic of China income tax consequences relevant
to an investment in our ADSs and common shares. The discussion is not intended to be, nor should it be construed as, legal or tax advice to any particular
prospective purchaser or current holders of our ADSs. The discussion is based on laws and relevant interpretations thereof in effect as of the date of this
annual report, all of which are subject to change or different interpretations, possibly with retroactive effect. The discussion does not address United States
state or local tax laws, or tax laws of jurisdictions other than the Cayman Islands and the United States. You should consult your own tax advisors with
respect to the consequences of acquisition, ownership and disposition of our ADSs and common shares.

Cayman Islands Taxation

The  Cayman  Islands  currently  levies  no  taxes  on  individuals  or  corporations  based  upon  profits,  income,  gains  or  appreciations  and  there  is  no
taxation in the nature of inheritance tax or estate duty or withholding tax applicable to us or to any holder of ADSs or common shares. There are no other
taxes likely to be material to us levied by the Government of the Cayman Islands except for stamp duties which may be applicable on instruments executed
in, or after  execution  brought  within  the  jurisdiction  of  the  Cayman  Islands.  No  stamp  duty  is  payable  in  the  Cayman  Islands  on  transfers  of  shares  of
Cayman Islands companies except those which hold interests in land in the Cayman Islands. The Cayman Islands is a party to a double tax treaty entered
into  with  the  United  Kingdom  in  2020  but  is  otherwise  not  party  to  any  double  tax  treaties.  There  are  no  exchange  control  regulations  or  currency
restrictions in the Cayman Islands.

Pursuant to Section 6 of the Tax Concessions Act (1999 Revision) of the Cayman Islands, we have obtained an undertaking from the Governor-in-

Cabinet:

•

•

  that no law which is enacted in the Cayman Islands imposing any tax to be levied on profits or income or gains or appreciations shall apply

to the Company or its operations; and

  that  the  aforesaid  tax  or  any  tax  in  the  nature  of  estate  duty  or  inheritance  tax  shall  not  be  payable  on  the  shares,  debentures  or  other

obligations of the Company.

The undertaking for us is for a period of twenty years from October 3, 2006.

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People’s Republic of China Taxation

In 2007 China passed a new Enterprise Income Tax Law, or the EIT Law, and its Implementing Rules, both of which became effective on January 1,
2008. The EIT Law was subsequently amended in 2017 and 2018 and its Implementing Rules was subsequently amended in 2019. The EIT Law created a
new  “resident  enterprise”  classification,  which,  if  applied  to  us,  would  impose  a  10%  withholding  tax  on  our  non-PRC  enterprise  shareholders  and,
pursuant to Circular of the MOF and the SAT on Some Policy Issues regarding Personal Income Tax (Cai Shui Zi [1994] No. 020), the dividend and bonus
incomes received by individual aliens from the FIEs are temporarily exempted from individual income tax and hence, the dividends we pay to our non-
PRC  individual  shareholders  may  be  qualified  to  enjoy  the  individual  income  tax  exemption  if  certain  conditions  are  met;  otherwise,  a  potential  20%
individual income tax may be applied on dividends we pay to them if such dividends are derived from profits generated after January 1, 2008 and with
respect to gains derived by our non-PRC shareholders from disposition of our shares or ADSs, if such dividends or gains are determined to have been
derived from sources within China. See “Item 3.D. Risk Factors — Risks Relating to Regulations of Our Business — Under the EIT Law, we may be
classified as a ‘resident enterprise’ of China. Such classification will likely result in unfavorable tax consequences to us and U.S. holders of our ADSs or
common shares.”

If we are not deemed to be a resident enterprise, then dividends payable to our non-PRC shareholders and gains from disposition of our shares of

ADSs by our non-PRC shareholders will not be subject to PRC withholding income tax.

United States Federal Income Taxation

This  discussion  describes  the  material  U.S.  federal  income  tax  consequences  to  U.S.  Holders  (as  defined  below)  of  the  purchase,  ownership  and
disposition of our ADSs or common shares. This discussion does not address any aspect of U.S. federal gift or estate tax, the Medicare tax, or the state,
local or non-U.S. tax consequences of an investment in our ADSs and common shares. This discussion applies to you only if you beneficially own our
ADSs or common shares as capital assets for U.S. federal income tax purposes. This discussion does not apply to U.S. Holders who are members of a class
of holders subject to special rules, such as:

•

•

•

•

•

•

•

•

•

•

•

  dealers in securities or currencies;

  traders in securities that elect to use a mark-to-market method of accounting for securities holdings;

  banks or certain financial institutions;

  insurance companies;

  tax-exempt organizations;

  partnerships or other entities treated as partnerships or other pass-through entities for U.S. federal income tax purposes or persons holding

ADSs or common shares through any such entities;

  regulated investments companies or real estate investment trusts;

  persons  that  hold  ADSs  or  common  shares  as  part  of  a  hedge,  straddle,  constructive  sale,  conversion  transaction  or  other  integrated

investment;

  persons whose functional currency for tax purposes is not the U.S. dollar;

  persons liable for alternative minimum tax; or

  persons who actually or constructively own 10% or more of the total combined voting power of all classes of our shares (including ADSs

and common shares) entitled to vote.

This discussion is based on the U.S. Internal Revenue Code of 1986, as amended, which we refer to in this discussion as the Code, its legislative
history, existing and proposed regulations promulgated thereunder, published rulings and court decisions, all as of the date of this annual report. These
laws  are  subject  to  change,  possibly  on  a  retroactive  basis.  In  addition,  this  discussion  relies  on  our  assumptions  regarding  the  value  of  our ADSs  and
common  shares  and  the  nature  of  our  business  over  time.  Finally,  this  discussion  is  based  in  part  upon  the  representation  of  the  depositary  and  the
assumption that each obligation in the deposit agreement and any related agreement will be performed in accordance with its terms.

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U.S. holders of our ADSs are urged to consult their own tax advisor concerning the particular U.S. federal income tax consequences to them of
the purchase, ownership and disposition of our ADSs and common shares, as well as the consequences to them arising under the laws of any other
taxing jurisdiction.

For purposes of the U.S. federal income tax discussion below, you are a “U.S. Holder” if you beneficially own ADSs or common shares as capital

assets within the meaning of Section 1221 of the Code and are:

•

•

•

•

  an individual citizen or resident of the United States for U.S. federal income tax purposes;

  a corporation, or other entity taxable as a corporation, that was created or organized in or under the laws of the United States or any state

thereof or the District of Columbia;

  an estate the income of which is subject to U.S. federal income tax regardless of its source; or

  a trust if (a) a court within the United States is able to exercise primary supervision over its administration and one or more U.S. persons have

the authority to control all substantial decisions of the trust, or (b) the trust has a valid election in effect to be treated as a U.S. person.

For U.S. federal income tax purposes, income earned through a U.S. or non-U.S. partnership or other flow-through entity is attributed to its owners.
Accordingly, if a partnership or other flow-through entity holds ADSs or common shares, the tax treatment of the holder will depend on the status of the
partner or other owner and the activities of the partnership or other flow-through entity.

The U.S. Treasury has expressed concerns that intermediaries in the chain of ownership between the holder of an ADS and the issuer of the security
underlying the ADS may be taking actions that are inconsistent with the claiming of foreign tax credits for U.S. holders of ADSs. Such actions would also
be  inconsistent  with  the  claiming  of  the  reduced  rate  of  tax,  as  described  below,  applicable  to  dividends  received  by  certain  non-corporate  holders.
Accordingly,  the  availability  of  the  reduced  tax  rate  for  dividends  received  by  certain  non-corporate  holders  could  be  affected  by  actions  taken  by
intermediaries in the chain of ownership between the holder of an ADS and our company.

Dividends on ADSs or Common Shares

Subject to the “Passive Foreign Investment Company” discussion below, if we make distributions and you are a U.S. Holder, the gross amount of
any distributions with respect to your ADSs or common shares (including the amount of any taxes withheld therefrom) will be includible in your gross
income on the day you actually or constructively receive such income as dividend income if the distributions are made from our current or accumulated
earnings and profits, calculated according to U.S. federal income tax principles. With respect to non-corporate U.S. holders, certain dividends received
from  a  qualified  foreign  corporation  may  be  subject  to  a  reduced  capital  gains  rate  of  taxation.  A  non-U.S.  corporation  (other  than  passive  foreign
investment corporation) is treated as a qualified foreign corporation with respect to dividends from that corporation on shares (or ADSs backed by such
shares)  that  are  readily  tradable  on  an  established  securities  market  in  the  United  States.  U.S.  Treasury  Department  guidance  indicates  that  our ADSs,
which  are  listed  on  Nasdaq,  but  not  our  common  shares,  will  be  readily  tradable  on  an  established  securities  market  in  the  United  States.  You  should
consult your own tax advisor as to the rate of tax that will apply to you with respect to dividend distributions, if any, that you receive from us.

Subject to the “Passive Foreign Investment Company” discussion below, to the extent, if any, that the amount of any distribution by us on ADSs or
common shares exceeds our current and accumulated earnings and profits as determined under U.S. federal income tax principles, it will be treated first as
a  tax-free  return  of  the  U.S.  Holder’s  adjusted  tax  basis  in  the ADSs  or  common  shares  and  thereafter  as  capital  gain.  However,  we  do  not  intend  to
calculate our earnings and profits according to U.S. federal income tax principles. Accordingly, distributions on our ADSs or common shares, if any, will
generally be reported to you as dividend distributions for U.S. tax purposes. Corporations will not be entitled to claim a dividends-received deduction with
respect to distributions made by us. Dividends may constitute foreign source passive income for purposes of the U.S. foreign tax credit rules. You should
consult your own tax advisors as to your ability, and the various limitations on your ability, to claim foreign tax credits in connection with the receipt of
dividends.

Sales and Other Dispositions of ADSs or Common Shares

Subject to the “Passive Foreign Investment Company” discussion below, when you sell or otherwise dispose of ADSs or common shares, you will
recognize capital gain or loss in an amount equal to the difference between the amount realized on the sale or other disposition and your adjusted tax basis
in the ADSs or common shares. Any such gains or losses that you recognize will be treated as U.S. source income for foreign tax credit purposes. Your
adjusted tax basis will equal to the amount you paid for the ADSs or common shares. Any gain or loss you recognize will be long-term capital gain or loss
if your holding period in our ADSs or common shares is more than one year at the time of disposition. If you are a non-corporate U.S. Holder, including
an individual, any such long-term capital gain will be taxed at preferential rates. Your ability to deduct capital losses will be subject to various limitations.

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Passive Foreign Investment Company

We  believe  that  we  were  not  a  passive  foreign  investment  company,  or  PFIC,  for  U.S.  federal  income  tax  purposes  for  our  taxable  year  ended
December 31, 2022. However, PFIC status is tested each year and depends on the composition of our assets and income and the value of our assets from
time to time. Since we currently hold, and expect to continue to hold, a substantial amount of cash and other passive assets and, since the value of our
assets is to be determined in large part by reference to the market prices of our ADSs and common shares, which is likely to fluctuate over time, there can
be no assurance that we will not be a PFIC for any taxable year.

We note that the portion of our assets that consisted of cash and other passive assets was more significant during the period between our sale of
ATA Online Business in 2018, and our acquisition of the 100% equity interest in Huanqiuyimeng in 2019, than before or after this period, although we
believe this did not result in our becoming a PFIC for either the taxable year ended December 31, 2018 or the taxable year ended December 31, 2019.
There is a change of business exception to PFIC status that, in general terms, applies if a foreign corporation otherwise would be a PFIC for a year because
it has disposed of one or more active businesses, so long as the foreign corporation is not a PFIC during the two succeeding years, and that might apply to
us if we were found to have been a PFIC for either (but not both) of the taxable years ended December 31, 2018 and December 31, 2019. There is limited
guidance as to the application of this exception, including regulations that were promulgated in July 2019 and were finalized in January 2021, and it is
unclear  whether  this  exception  would  apply  to  us,  if  it  were  determined,  absent  this  exception,  that  we  were  a  PFIC  for  either  the  taxable  year  ended
December 31, 2018 or the taxable year ended December 31, 2019.

We will be classified as a PFIC in any taxable year, in general, if either: (a) the average quarterly value of our gross assets that produce passive
income or are held for the production of passive income is at least 50% of the average quarterly value of our total gross assets or (b) 75% or more of our
gross income for the taxable year is passive income (such as certain dividends, interest or royalties). For purposes of the first test: (a) any cash and cash
invested in short-term, interest bearing, debt instruments, or bank deposits that are readily convertible into cash will count as producing passive income or
held  for  the  production  of  passive  income,  and  (b)  the  total  value  of  our  assets  is  calculated  based  on  our  market  capitalization.  However,  various
exceptions can apply.

We will be treated as owning our proportionate share of the assets and earning our proportionate share of the income of any other corporation in

which we own, directly or indirectly, at least 25% (by value) of the stock.

If we were a PFIC for any taxable year during which you held ADSs or common shares, certain adverse U.S. federal income tax rules would apply.
You would be subject to additional taxes and interest charges on certain “excess distributions” we make and on any gain realized on the disposition or
deemed  disposition  of  your ADSs  or  common  shares,  regardless  of  whether  we  continue  to  be  a  PFIC  in  the  year  in  which  you  receive  an  “excess
distribution” or dispose of or are deemed to dispose of your ADSs or common shares. Distributions in respect of your ADSs or common shares during a
taxable year would constitute “excess distributions” if, in the aggregate, they exceed 125% of the average amount of distributions with respect to your
ADSs or common shares over the three preceding taxable years or, if shorter, the portion of your holding period before such taxable year.

To compute the tax on “excess distributions” or any gain, (a) the “excess distribution” or the gain would be allocated ratably to each day in your
holding period, (b) the amount allocated to the current year and any tax year prior to the first taxable year in which we were a PFIC would be taxed as
ordinary income in the current year, (c) the amount allocated to other taxable years would be taxable at the highest applicable marginal rate in effect for
that  year,  and  the  interest  charge  generally  applicable  to  underpayments  of  tax  will  be  imposed  on  the  resulting  tax  attributable  to  each  such  year.  In
addition, if we were a PFIC, no distribution that you might receive from us would qualify for taxation at the preferential rate discussed in the Item 10.E.
“Additional Information — Taxation — Dividends on ADSs or Common Shares” section above.

Under certain attribution rules, if we are a PFIC, you will be deemed to own your proportionate share of lower-tier PFICs, and will be subject to U.S.
federal income tax on (a) a distribution on the shares of a lower-tier PFIC and (b) a disposition of shares of a lower-tier PFIC, both as if you directly held
the shares of such lower-tier PFIC.

Each U.S. Holder of a PFIC is required to file an annual report containing such information as the U.S. Treasury may require and may be required to
file Internal Revenue Service Form 8621 regarding distributions received on the ADSs or common shares and any gain realized on the disposition of the
ADSs or common shares. You should consult with your own tax advisor regarding reporting requirements with regard to your ADSs and common shares.

If we were a PFIC in any year, you would generally be able to avoid the “excess distribution” rules described above by making a timely so-called
“mark-to-market”  election  with  respect  to  your ADSs  provided  our ADSs  are  “marketable.”  Our ADSs  will  be  “marketable”  as  long  as  they  remain
regularly traded on a national securities exchange, such as Nasdaq. If you made this election in a timely fashion, you would recognize as ordinary income
or ordinary loss the difference between the fair market value of the ADSs as of the close of your taxable year over your adjusted basis in such ADSs. Any
ordinary income resulting from this election would be taxed as ordinary income rates and would not be eligible for the reduced rate of tax applicable to
qualified dividend income. Any ordinary losses would be limited to the extent of the net amount of previously included income as a result of the mark-to-
market election, if any. Your basis in the ADSs would be adjusted to reflect any such income or loss. You should consult your own tax advisor regarding
potential advantages and disadvantages to you of making a “mark-to-market” election with respect to your ADSs. The mark-to-market election will not be
available  for  any  lower  tier  PFIC  that  is  deemed  owned  pursuant  to  the  attribution  rules  discussed  above.  We  do  not  intend  to  provide  you  with  the
information you would need to make or maintain a “Qualified Electing Fund” election and therefore, you will not be able to make or maintain such an
election with respect to your ADSs or common shares.

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U.S. Information Reporting and Backup Withholding Rules

Dividend  payments  with  respect  to  the ADSs  or  common  shares  and  the  proceeds  received  on  the  sale  or  other  disposition  of ADSs  or  common
shares may be subject to information reporting to the IRS and to backup. Backup withholding will not apply, however, if you (a) are a corporation or come
within certain other exempt categories and, when required, can demonstrate that fact or (b) provide a taxpayer identification number, certify as to no loss
of exemption from backup withholding and otherwise comply with the applicable backup withholding rules. To establish your status as an exempt person,
you will be required to provide certification on IRS Form W-9. Backup withholding is not an additional tax. The amount of any backup withholding will
generally be allowed as a refund or a credit against your U.S. federal income tax liability, provided that you furnish the required information to the IRS.
Certain individuals holding the ADSs or common shares other than in an account at a U.S. financial institution may be subject to additional information
reporting requirements.

PROSPECTIVE PURCHASERS OF OUR ADSS AND COMMON SHARES SHOULD CONSULT THEIR OWN TAX ADVISOR REGARDING
THE  APPLICATION  OF  THE  U.S.  FEDERAL  INCOME  TAX  LAWS  TO  THEIR  PARTICULAR  SITUATIONS  AS  WELL  AS  ANY  TAX
CONSEQUENCES RESULTING FROM PURCHASING, HOLDING OR DISPOSING OF OUR ADSS AND COMMON SHARES, INCLUDING THE
APPLICABILITY AND EFFECT OF THE TAX LAWS OF ANY STATE, LOCAL OR NON-US JURISDICTION AND INCLUDING ESTATE, GIFT
AND INHERITANCE LAWS.

F. Dividends and Paying Agents

Not applicable.

G. Statement by Experts

Not applicable.

H. Documents on Display

We previously filed with the SEC our registration statement on Form F-1 as amended.

We have filed this annual report on Form 20-F with the SEC under the Exchange Act. Statements made in this annual report as to the contents of any
document referred to are not necessarily complete. With respect to each such document filed as an exhibit to this annual report, reference is made to the
exhibit for a more complete description of the matter involved, and each such statement shall be deemed qualified in its entirety by such reference.

We are subject to the informational requirements of the Exchange Act and file reports and other information with the SEC.

Copies of these material may be obtained from the SEC’s Commission’s Internet site at http://www.sec.gov.

I. Subsidiaries Information

Not applicable.

J. Annual Report to Security Holders.

Not applicable.

ITEM 11.

QUANTITATIVE AND QUALITATIVE DISCLOSURES ABOUT MARKET RISK

Quantitative and Qualitative Disclosures about Market Risk

Interest Rate Risk

Our  exposure  to  interest  rate  risk  primarily  relates  to  interest  income  generated  by  excess  cash,  which  is  mostly  held  in  interest-bearing  bank
deposits. We have not used derivative financial instruments in our investment portfolio. Interest-earning instruments carry a degree of interest rate risk.
We  have  not  been  exposed,  nor  do  we  anticipate  being  exposed,  to  material  risks  due  to  changes  in  market  interest  rates.  However,  our  future  interest
income may fall short of expectations due to changes in market interest rates.

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Foreign Currency Risk

Because  majority  of  our  revenues  and  expenditures  are  denominated  in  Renminbi,  fluctuations  in  the  exchange  rate  between  the  U.S.  dollar  and
Renminbi will affect our balance sheet and earnings per share in U.S. dollars. In addition, appreciation or depreciation in the value of the Renminbi relative
to the U.S. dollar would affect our financial results reported in U.S. dollar terms without giving effect to any underlying change in our business or results
of operations. Fluctuations in the exchange rate will also affect the relative value of any dividend we issue that will be exchanged into U.S. dollars and
earnings from and the value of any U.S. dollar-denominated investments we make in the future.

The value of the Renminbi against the U.S. dollar and other currencies is affected by, among other things, changes in PRC political and economic
conditions and PRC foreign exchange policies. For instance, in August 2015, the People’s Bank of China, or PBOC, changed the way it calculates the mid-
point  price  of  Renminbi  against  U.S.  dollar,  requiring  the  market-makers  who  submit  for  the  PBOC’s  reference  rates  to  consider  the  previous  day’s
closing spot rate, foreign-exchange demand and supply as well as changes in major currency rates. This change, and other changes such as widening the
trading band that may be implemented, may increase volatility in the value of the Renminbi against foreign currencies. The value of Renminbi against the
U.S. dollar appreciated approximately 6.8% in 2020, appreciated approximately 2.3% in 2021 and depreciated approximately 9.2% in 2022. It is difficult to
predict how market forces or PRC or U.S. government policy may impact the exchange rate between the Renminbi and the U.S. dollar in the future. There
remains significant international pressure on the PRC government to adopt a more flexible currency policy, which could result in greater fluctuations of the
Renminbi against the U.S. dollar.

The functional currency of our offshore entities and subsidiaries, including ATA Creativity Global, ATA BVI, ACG HK and ACGIGL, is the U.S.

dollar, which results in our exposure to foreign currency exchange risk. Primarily as a result of the depreciation of the Renminbi against the U.S. dollar, the
translation of the net assets of our offshore entities and subsidiaries, including ATA Creativity Global, ATA BVI, ACG HK and ACGIGL to Renminbi
during consolidation resulted in translation gain of RMB 556,762 ($80,723) which we recognized as a component of other comprehensive income for the
fiscal year ended December 31, 2022. If the Renminbi against U.S. dollar as of December 31, 2022 had appreciated by 10% from 6.9646 to 6.3315 as of
December 31, 2022, the other comprehensive income would have decreased by RMB 388,995 ($56,399). Further, we recognized a net foreign currency
exchange loss of RMB 320 ($46) as a result of the re-measurement of our foreign currency denominated monetary assets and liabilities. If the Renminbi
had appreciated against the U.S. dollar as of December 31, 2022 by 10% from 6.9646 to 6.3315 as of December 31, 2022, our foreign currency exchange
loss would have decreased by RMB 234 ($34).

Very limited hedging transactions are available in China to reduce our exposure to exchange rate fluctuations. To date, we have not entered into any
hedging transactions in an effort to reduce our exposure to foreign currency exchange risk. While we may decide to enter into hedging transactions in the
future, the availability and effectiveness of these hedging transactions may be limited and we may not be able to successfully hedge our exposure at all. In
addition, our currency exchange losses may be magnified by Chinese exchange control regulations that restrict our ability to convert Renminbi into foreign
currency.

Inflation

China has generally not experienced significant inflation in recent years. According to China’s National Bureau of Statistics, the changes in China’s
consumer price index was 2.5 %, 0.9% and 2.0% in the years 2020, 2021 and 2022, respectively. In February 2023, the year-over-year change in China’s
consumer price index was 1.0%. Neither inflation nor deflation has had a material impact on our results of operations to date, and we do not currently
expect the recent inflation in China to have a significant effect on our operations.

ITEM 12.

DESCRIPTION OF SECURITIES OTHER THAN EQUITY SECURITIES

A. Debt Securities

Not applicable.

B. Warrants and Rights

Not applicable.

C. Other Securities

Not applicable.

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D. American Depositary Shares

Fees Payable by ADS Holders

Citibank, N.A., the depositary of our ADR program, collects its fees for issuance and cancellation of ADSs directly from investors depositing shares
or surrendering ADSs for the purpose of withdrawal or from intermediaries acting for them. Such fees are typically paid to the depositary by the brokers
(on behalf of their clients) receiving the newly issued ADSs from the depositary and by the brokers (on behalf of their clients) delivering the ADSs to the
depositary for cancellation. The brokers in turn charge these transaction fees to their clients. Depositary fees payable in connection with distributions of
cash or securities to ADS holders and the depositary service fee are charged by the depositary to the holders of record of ADSs as of the applicable ADS
record date. In the case of cash distributions, the depositary fees are generally deducted from the cash being distributed. In the case of distributions other
than cash (e.g. stock dividends, rights, etc.), the depositary charges the applicable fee to the ADS record date holders concurrent with the distribution. In
the case of ADSs registered in the name of the investor (whether certificated or in DRS), the depositary sends invoices to the applicable record date ADS
holders. In the case of ADSs held in brokerage and custodian accounts (via DTC), the depositary generally collects its fees through the settlement systems
provided  by  DTC  (whose  nominee  is  the  registered  holder  of  the ADSs  held  in  DTC)  from  the  brokers  and  custodians  holding ADSs  in  their  DTC
accounts. The brokers and custodians who hold their clients’ ADSs in DTC accounts in turn charge their clients’ accounts the amount of the fees paid to the
depositary.

In the event of refusal to pay the depositary fees the depositary may, under the terms of the deposit agreement, refuse the requested service until
payment is received or may set off the amount of the depositary fees (subject payment of the applicable fees) from any distribution to be made to the ADS
holder.

An ADS holder is required to pay the following service fees to the depositary:

Service

Fees

•   Issuance of ADSs
•   Cancellation of ADSs
•   Distribution of cash dividends or other cash distributions
•   Distribution of ADSs pursuant to stock dividends, free stock distributions

   US$5.00 (or less) per 100 ADSs (or portion of 100 ADSs) issued
   US$5.00 (or less) per 100 ADSs (or portion of 100 ADSs) cancelled
   US$2.00 (or less) per 100 ADSs (or portion of 100 ADSs) held
US$5.00 (or less) per 100 ADSs (or portion of 100 ADSs) held

or exercise of rights

•   Distribution of securities other than ADSs or rights to purchase additional

US$5.00 (or less) per 100 per share (or share equivalent) held

ADSs

•   Depositary services

US$2.00  (or  less)  per  100 ADSs  (or  portion  of  100 ADSs)  held  on  the
applicable record date(s) established by the depositary

An ADS holder will also be responsible to pay certain fees and expenses incurred by the depositary bank and certain taxes and governmental charges

such as:

•

•

•

•

•

•

  taxes (including applicable interest and penalties) and other governmental charges;

  such registration fees as may from time to time be in effect for the registration of shares or other deposited securities on the share register and
applicable to transfers of shares or other deposited securities to or from the name of the custodian, the depositary or any nominees upon the
making of deposits and withdrawals, respectively;

  such cable, telex and facsimile transmission and delivery expenses as are expressly provided in the deposit agreement to be at the expense of

the person depositing or withdrawing shares or holders and beneficial owners of ADSs;

  the expenses and charges incurred by the depositary in the conversion of foreign currency;

  such  fees  and  expenses  as  are  incurred  by  the  depositary  in  connection  with  compliance  with  exchange  control  regulations  and  other

regulatory requirements applicable to shares, deposited Securities, ADSs and ADRs; and

  the fees and expenses incurred by the depositary, the custodian, or any nominee in connection with the servicing or delivery of deposited
securities. The fees and charges an ADS holder may be required to pay may vary over time and may be changed by us and by the depositary
bank. ADS holders will receive prior notice of such changes.

Fees and Other Payments Made by the Depositary to Us

We had received from our depositary a reimbursement of $nil during the fiscal year ended December 31, 2022.

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PART II.

ITEM 13.

DEFAULTS, DIVIDEND ARREARAGES AND DELINQUENCIES

None.

ITEM 14.

MATERIAL MODIFICATIONS TO THE RIGHTS OF SECURITY HOLDERS AND USE OF PROCEEDS

The rights of securities holders have not been materially modified.

ITEM 15.

CONTROLS AND PROCEDURES

Evaluation of Disclosure Controls and Procedures

As of the end of the period covered by this annual report, an evaluation has been carried out under the supervision and with the participation of our
management,  including  our  chief  executive  officer  and  our  chief  financial  officer,  of  the  effectiveness  of  the  design  and  operation  of  our  disclosure
controls  and  procedures,  as  such  term  is  defined  under  Rules  13a-15(e)  and  15d-15(e)  promulgated  under  the  Securities  Exchange  Act  of  1934,  as
amended.  Based  on  that  evaluation,  our  chief  executive  officer  and  chief  financial  officer  have  concluded  that,  due  to  the  material  weakness  described
below, as of December 31, 2022, our disclosure controls and procedures are ineffective in ensuring that material information required to be disclosed in
this  annual  report  is  recorded,  processed,  summarized  and  reported  to  them  for  assessment,  and  required  disclosure  is  made  within  the  time  period
specified in the rules and forms of the Securities and Exchange Commission.

Management’s Annual Report on Internal Control over Financial Reporting

Our management is responsible for establishing and maintaining adequate internal control over financial reporting, as such term is defined in Rule
13a-15(f)  under  the  Securities  Exchange Act  of  1934,  as  amended,  for  our  company.  Internal  control  over  financial  reporting  is  a  process  designed  to
provide reasonable assurance regarding the reliability of financial reporting and the preparation of consolidated financial statements in accordance with
generally accepted accounting principles and includes those policies and procedures that (1) pertain to the maintenance of records that, in reasonable detail,
accurately  and  fairly  reflect  the  transactions  and  dispositions  of  a  company’s  assets,  (2)  provide  reasonable  assurance  that  transactions  are  recorded  as
necessary to permit preparation of consolidated financial statements in accordance with generally accepted accounting principles, and that a company’s
receipts and expenditures are being made only in accordance with authorizations of a company’s management and directors, and (3) provide reasonable
assurance regarding prevention or timely detection of unauthorized acquisition, use, or disposition of a company’s assets that could have a material effect
on the consolidated financial statements.

Because  of  its  inherent  limitations,  a  system  of  internal  control  over  financial  reporting  can  provide  only  reasonable  assurance  with  respect  to
consolidated  financial  statement  preparation  and  presentation  and  may  not  prevent  or  detect  misstatements.  Also,  projections  of  any  evaluation  of
effectiveness  to  future  periods  are  subject  to  the  risk  that  controls  may  become  inadequate  because  of  changes  in  conditions,  or  that  the  degree  of
compliance with the policies or procedures may deteriorate.

As  required  by  Section  404  of  the  Sarbanes-Oxley Act  of  2002  and  related  rules  as  promulgated  by  the  Securities  and  Exchange  Commission,
management  assessed  the  effectiveness  of  our  internal  control  over  financial  reporting  as  of  December  31,  2022  using  criteria  established  in  Internal
Control-Integrated  Framework  (2013)  issued  by  the  Committee  of  Sponsoring  Organizations  of  the  Treadway  Commission.  Based  on  this  evaluation,
management  concluded  that  our  internal  control  over  financial  reporting  was  ineffective  as  of  December  31,  2022  because  of  the  material  weakness
described below.

In the course of preparing our consolidated financial statements for the fiscal year ended December 31, 2022, we identified a material weakness in
our internal control over financial reporting as of December 31, 2022. In accordance with reporting requirements set forth by the SEC, a material weakness
is  a  deficiency,  or  a  combination  of  deficiencies,  in  internal  control,  such  that  there  is  a  reasonable  possibility  that  a  material  misstatement  of  the
company’s annual or interim financial statements will not be prevented or detected on a timely basis. We did not design and maintain effective controls
over  certain  information  technology  (“IT”)  general  controls  for  the  information  system,  during  the  trial  period  of  system,  that  are  relevant  to  the
preparation of our financial statements. Specifically, we did not design and maintain (i) program change management controls to ensure that IT program
and data changes affecting certain IT applications are identified, tested, authorized and implemented appropriately, and (ii) testing and approval controls
for program development to ensure that new software development is aligned with business and IT requirement. As a result, process level controls that are
dependent on the completeness and accuracy of information derived from the affected IT system were ineffective because they could have been adversely
impacted. The material weakness described above did not result in actual misstatements and there were no actual impacts on the consolidated financial
statements as of and for the year ended December 31, 2022.

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To remedy our material weakness, we have reinforced the oversight and review procedure over the information. We will continue to implement the
necessary  procedures  and  policies  to  improve  our  internal  controls  over  financial  reporting  and  remediate  any  potential  material  weaknesses  and
significant  deficiencies.  However,  we  cannot  assure  you  that  we  will  remediate  our  material  weakness  in  a  timely  manner,  or  at  all.  See  “Item  3.  Key
Information—D.  Risk  Factors—Risks  Relating  to  Our  Business—  If  we  fail  to  maintain  an  effective  system  of  internal  controls,  we  may  be  unable  to
accurately report our results of operations or prevent fraud or fail to meet our reporting obligations, and investor confidence and the market price of our
ADSs may be materially and adversely affected.”

This annual report does not include an attestation report of the Company’s independent registered public accounting firm regarding internal control
over financial reporting. Management’s report was not subject to attestation by the Company’s independent registered public accounting firm pursuant to
rules of the SEC that permit the Company to provide only management’s report in this annual report.

Changes in Internal Control over Financial Reporting

Other than as described above, there were no other significant changes in our internal control over financial reporting that occurred during the year

ended December 31, 2022 that have materially affected, or are reasonably likely to materially affect, our internal control over financial reporting.

ITEM 16.

[RESERVED]

ITEM 16A. AUDIT COMMITTEE FINANCIAL EXPERT

Our audit committee consists of Hope Ni and Alec Tsui. Hope Ni is the chairman of our audit committee. Our board of directors has determined that
Hope Ni and Alec Tsui are “independent directors” within the meaning of Nasdaq Stock Market Rule 5605(a)(2) and meet the criteria for independence set
forth in Rule 10A-3(b) of the Exchange Act. Hope Ni meets the criteria of an audit committee financial expert as set forth under the applicable rules of the
SEC.

ITEM 16B. CODE OF ETHICS

Our  board  of  directors  has  adopted  a  code  of  ethics  that  is  applicable  to  our  principal  executive  officer,  principal  financial  officer,  and  principal
accounting officer. In addition, our board of directors adopted a code of conduct that is applicable to all of our directors, officers and employees. Our code
of ethics and our code of conduct are publicly available on our website, http://www.atai.net.cn.

ITEM 16C.

PRINCIPAL ACCOUNTANT FEE AND SERVICES

The following table sets forth the aggregate fees by categories specified below in connection with certain professional services rendered by KPMG

Huazhen LLP, our principal accountant for the periods presented.

Audit fees(1)
Audit-related fees(2)

For the fiscal year ended

December 31, 2021    
RMB

4,769,329   
1,586,419   

December 31, 2022

RMB
  4,381,538   
  2,737,202   

US$
  635,263 
  396,857 

(1)

(2)

“Audit  fees”  means  the  aggregate  fees  billed  or  payable  for  professional  services  rendered  by  our  principal  accountant  for  the  audits  of  our
consolidated financial statements of ATA Creativity Global and its subsidiaries.
“Audit-related fees” means the aggregate fees billed or payable for assurance and related services that are reasonably related to the performance of
the audit or review of our consolidated financial statements and are not reported under “Audit fees.” Services comprising the fees disclosed under
the category of “Audit-related fees” in the fiscal years ended December 31, 2021  and  2022  were  limited  procedures  performed  in  relation  to  our
quarterly financial information and other review services.

The audit committee or our board of directors is to pre-approve all auditing services and permitted non-audit services to be performed for us by our

independent registered public accounting firm, including the fees and terms thereof.

ITEM 16D.

EXEMPTIONS FROM THE LISTING STANDARDS FOR AUDIT COMMITTEES

None.

ITEM 16E.

PURCHASES OF EQUITY SECURITIES BY THE ISSUER AND AFFILIATED PURCHASERS

None.

ITEM 16F.

CHANGE IN REGISTRANT’S CERTIFYING ACCOUNTANT

Not applicable.

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ITEM 16G. CORPORATE GOVERNANCE

As a foreign private issuer with shares listed on Nasdaq, we are subject to corporate governance requirements imposed by Nasdaq. Under Nasdaq
Stock Market Rule 5615(a)(3), a foreign private issuer such as us may follow its home-country corporate governance practices in lieu of certain of the
Nasdaq  Stock  Market  Rules  corporate  governance  requirements.  We  are  committed  to  a  high  standard  of  corporate  governance. As  such,  we  strive  to
comply  with  most  of  the  Nasdaq  corporate  governance  practices.  However,  our  current  corporate  governance  practices  differ  from  Nasdaq  corporate
governance requirements for U.S. companies in certain respects, as summarized below:

•

•

•

•

•

  Nasdaq  Stock  Market  Rule  5605(b)(1)  requires  a  Nasdaq-listed  company  to  have  a  board  of  directors  composed  of  at  least  a  majority  of
independent directors. In this regard we have elected to adopt the practices of our home country, the Cayman Islands, which does not require
us to have a majority of the board of directors composed of independent directors at this time.

  Nasdaq Stock Market Rule 5605(e)(1) requires a Nasdaq-listed company to have a nominations committee composed solely of independent
directors to select or recommend for selection director nominees. In this regard we have elected to adopt the practices of our home country,
the Cayman Islands, which does not require that any of the members of a company’s nominations committee be independent directors.

  Nasdaq Stock Market Rule 5635(a) requires a Nasdaq-listed company to obtain shareholder approval for issuance of securities in connection
with acquisitions under certain circumstances. As a foreign private issuer, however, we may adopt the practices of our home country, the
Cayman Islands, which do not require shareholder approval for issuance of securities in connection with acquisitions.

  Nasdaq  Stock  Market  Rule  5635(c)  requires  a  Nasdaq-listed  company  to  obtain  shareholder  approval  for  the  establishment  of  or  material
amendments  to  equity  compensation  plans. As  a  foreign  private  issuer,  however,  we  may  adopt  the  practices  of  our  home  country,  the
Cayman Islands, which do not require shareholder approval for establishment or material amendments to equity compensation plans. None of
the 2005 Plan, the 2008 Plan, the Amended and Restated 2008 Plan and the Second Amended and Restated 2008 Plan requires shareholder
approval for material amendments to the plan or awards granted under the plan, including without limitation increasing the number of share
awards that may be issued under the plan or the repricing of outstanding options.

  Nasdaq Stock Market Rule 5635(d) requires a Nasdaq-listed company to obtain shareholder approval for sale, issuance or potential issuance
of securities in private placements under certain circumstances. As a foreign private issuer, however, we may adopt the practices of our home
country,  the  Cayman  Islands,  which  do  not  require  shareholder  approval  for  sale,  issuance  or  potential  issuance  of  securities  in  private
placements.

ITEM 16H. MINE SAFETY DISCLOSURE

Not applicable.

ITEM 16I.

DISCLOSURE REGARDING FOREIGN JURISDICTIONS THAT PREVENT INSPECTIONS

Our independent registered public accounting firm, KPMG Huazhen LLP, issued our audit report for the fiscal year ended December 31, 2021. On
December 16, 2021, the PCAOB issued a report on its determinations that it was unable to inspect or investigate PCAOB-registered public accounting
firms headquartered in mainland China and Hong Kong because of positions taken by Chinese authorities in those jurisdictions. KPMG Huazhen LLP was
subject  to  such  determinations.  On  December  15,  2022,  the  PCAOB  determined  that  it  was  able  to  secure  complete  access  to  inspect  and  investigate
registered  public  accounting  firms  headquartered  in  mainland  China  and  Hong  Kong  (including  our  auditor  KPMG  Huazhen  LLP)  and  vacated  its
previous determinations announced on December 16, 2021.

As of the date of this annual report and to our best knowledge, governmental entities in the Cayman Islands or China hold no shares in us or the VIE,
and Chinese governmental entities hold no controlling financial interest with respect to us or the VIE; no member of the board of director of us or the VIE
is  an  official  of  the  Chinese  Communist  Party;  the  memorandum  and  articles  of  association  of  us  and  the  VIE  contains  no  charter  of  the  Chinese
Communist Party.

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PART III.

ITEM 17.

FINANCIAL STATEMENTS

We have elected to provide financial statements pursuant to Item 18.

ITEM 18.

FINANCIAL STATEMENTS

Our consolidated financial statements are included at the end of this annual report.

ITEM 19.

EXHIBITS

Exhibit
Number  

Index to Exhibits

Description

1.1

2.1

2.2

2.3

2.4*

4.1

4.2

4.3

4.4

4.5

4.6

4.7

4.8

4.9

4.10

4.11

4.12

4.13

4.14

4.15

Fourth Amended and Restated Memorandum and Articles of Association of the Registrant (1)

Form of Common Share Certificate (2)

Form of Deposit Agreement between the Registrant and Citibank, N.A., as depositary (3)

Form of American depositary receipt evidencing American depositary shares (4)

Description of Securities

2005 Share Incentive Plan of ATA Testing Authority (Holdings) Limited (5)

2008 Employee Share Incentive Plan of the Registrant and form of ISO Option Agreement and NQSO Option Agreement (6)

2008 Employee Share Incentive Plan of the Registrant (amended and restated as of December 30, 2016) (7)

2008 Employee Share Incentive Plan of the Registrant (amended and restated as of October 26, 2018) (8)

Form of Indemnification Agreement between the Registrant and its directors (9)

Loan Agreement between ATA Testing Authority (Beijing) Limited and Xiaofeng Ma, dated March 15, 2018 (10)

Loan Agreement between ATA Education Technology (Beijing) Limited and Jun Zhang, dated August 12, 2020 (11)

Call  Option  and  Cooperation Agreement  among ATA  Education  Technology  (Beijing)  Limited,  Xiaofeng  Ma,  Jun  Zhang  and ATA
Intelligent Learning (Beijing) Technology Limited, dated August 12, 2020 (12)

Exclusive Technical Consulting and Services Agreement between ATA Intelligent Learning (Beijing) Technology Limited and ATA
Testing Authority (Beijing) Limited, dated March 15, 2018 (13)

Equity Interest Pledge Agreement between ATA Testing Authority (Beijing) Limited and Xiaofeng Ma, dated March 15, 2018 (14)

Equity Interest Pledge Agreement between ATA Education Technology (Beijing) Limited and Jun Zhang, dated August 12, 2020 (15)

Power of Attorney by Xiaofeng Ma in favor of ATA Testing Authority (Beijing) Limited, dated March 15, 2018 (16)

Power of Attorney by Jun Zhang in favor of ATA Education Technology (Beijing) Limited, dated August 12, 2020 (17)

Supplementary  Agreement  to  ATA  Intelligent  Learning  (Beijing)  Technology  Limited  VIE  Agreements  among  ATA  Education
Technology  (Beijing)  Limited, ATA  Intelligent  Learning  (Beijing)  Technology  Limited,  Xiaofeng  Ma  and  Haichang  Xiong,  dated
March 19, 2019 (18)

Supplementary Agreement  II  to ATA  Intelligent  Learning  (Beijing)  Technology  Limited  VIE Agreements  among ATA  Education
Technology  (Beijing)  Limited, ATA  Intelligent  Learning  (Beijing)  Technology  Limited,  Xiaofeng  Ma  and  Haichang  Xiong,  dated
April 20, 2019 (19)

122

 
 
 
 
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
 
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4.16

4.17

4.18

4.19

8.1*

11.1

12.1*

12.2*

13.1**

13.2**

15.1*

15.2*

15.3*

Consent Letter by Arts Consulting Limited, Jun Zhang and Rui Deng in favor of the Registrant, dated August 6, 2019 (20)

Letter by the Registrant in favor of Arts Consulting Limited, Jun Zhang and Rui Deng dated December 30, 2019 (21)

Subscription Agreement between the Registrant and CL-TCC, dated December 15, 2019 (22)

Investor Rights Agreement between the Registrant and CL-TCC, dated December 15, 2019 (23)

List of Subsidiaries

Code of Conduct (24)

CEO Certification Pursuant to Section 302 of the Sarbanes-Oxley Act of 2002

CFO Certification Pursuant to Section 302 of the Sarbanes-Oxley Act of 2002

CEO Certification Pursuant to Section 906 of the Sarbanes-Oxley Act of 2002

CFO Certification Pursuant to Section 906 of the Sarbanes-Oxley Act of 2002

Consent of KPMG Huazhen LLP

Consent of Jincheng Tongda & Neal Law Firm

Opinion of Jincheng Tongda & Neal Law Firm

15.4**

Submission under Item 16I(a) of Form 20-F in relation to the Holding Foreign Companies Accountable Act

101.INS*   

Inline XBRL Instance Document

101.SCH*  

Inline XBRL Taxonomy Extension Schema Document

101.CAL*  

Inline XBRL Taxonomy Extension Calculation Linkbase Document

101.DEF*  

Inline XBRL Taxonomy Extension Definition Linkbase Document

101.LAB*  

Inline XBRL Taxonomy Extension Label Linkbase Document

101.PRE*   

Inline XBRL Taxonomy Extension Presentation Linkbase Document

104

Cover Page Interactive Data File (formatted as Inline XBRL and contained in Exhibit 101)

(1)
(2)

(3)

(4)

(5)

Incorporated by reference to Exhibit 99.2 to the Registrant’s report on Form 6-K (File No. 001-33910) filed with the SEC on December 18, 2020.
Incorporated  by  reference  to  Exhibit  4.1  to  the  Registrant’s  registration  statement  on  Form  F-1  (File  No.  333-148512)  filed  with  the  SEC  on
January 08, 2008.
Incorporated by reference to the Exhibit 99.(A) to the Registration Statement on Form F-6 (File No. 333-148641) filed with the SEC on January 14,
2008.
Incorporated  by  reference  to  the  Prospectus  filed  with  the  SEC  on  October  1,  2019  supplement  to  the  Registration  Statement  on  Form  F-6  (File
No. 333-148641) filed with the SEC on January 14, 2008.
Incorporated  by  reference  to  Exhibit  10.1  to  the  Registrant’s  registration  statement  on  Form  F-1  (File  No.  333-148512)  filed  with  the  SEC  on
January 08, 2008.

123

  
  
  
  
  
  
  
  
  
  
  
  
  
  
  
 
 
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(6)

(7)

(8)
(9)

(10)

(11)

(12)

(13)

(14)

(15)

(16)

(17)

(18)
(19)
(20)
(21)

Incorporated  by  reference  to  Exhibit  10.2  to  the  Registrant’s  registration  statement  on  Form  F-1  (File  No.  333-148512)  filed  with  the  SEC  on
January 08, 2008.
Incorporated by reference to Exhibit 4.1 to the Registrant’s Registration Statement on Form S-8 (File No. 333-215674) filed with the Securities and
Exchange Commission on January 24, 2017.
Incorporated by reference to Exhibit 4.4 to the Registrant’s annual report on Form 20-F (File No. 001-33910), filed with the SEC on April 18, 2019.
Incorporated  by  reference  to  Exhibit  10.3  to  the  Registrant’s  registration  statement  on  Form  F-1  (File  No.  333-148512)  filed  with  the  SEC  on
January 08, 2008.
Incorporated by reference to Exhibit 4.18 to the Registrant’s transition report on Form 20-F (File No. 001-33910) filed with the SEC on April 12,
2018.
Incorporated by reference to Exhibit 4.11 to the Registrant’s transition report on Form 20-F(File No. 001-33910) filed with the SEC on April 13,
2021.
Incorporated by reference to Exhibit 4.13 to the Registrant’s transition report on Form 20-F(File No. 001-33910) filed with the SEC on April 13,
2021.
Incorporated by reference to Exhibit 4.21 to the Registrant’s transition report on Form 20-F (File No. 001-33910) filed with the SEC on April 12,
2018.
Incorporated by reference to Exhibit 4.22 to the Registrant’s transition report on Form 20-F (File No. 001-33910) filed with the SEC on April 12,
2018.
Incorporated by reference to Exhibit 4.17 to the Registrant’s transition report on Form 20-F (File No. 001-33910) filed with the SEC on April 13,
2021.
Incorporated by reference to Exhibit 4.24 to the Registrant’s transition report on Form 20-F (File No. 001-33910) filed with the SEC on April 12,
2018.
Incorporated by reference to Exhibit 4.20 to the Registrant’s transition report on Form 20-F (File No. 001-33910) filed with the SEC on April 13,
2021.
Incorporated by reference to Exhibit 4.16 to the Registrant’s annual report on Form 20-F (File No. 001-33910), filed with the SEC on April 18, 2019.
Incorporated by reference to Exhibit 4.17 to the Registrant’s annual report on Form 20-F (File No. 001-33910), filed with the SEC on April 28, 2020.
Incorporated by reference to Exhibit 99.3 to Jun Zhang’s Report on Schedule 13-D (File No. 001-83689) filed with the SEC on August 15, 2019.
Incorporated by reference to Exhibit 4.21 to the Registrant’s annual report on Form 20-F (File No. 001-33910), filed with the SEC on April 28, 2020.

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(22)
(23)
(24)

*
**

Incorporated by reference to Exhibit 99.2 to the Registrant’s Report on Form 6-K (File No. 001-33910) filed with the SEC on December 18, 2019.
Incorporated by reference to Exhibit 99.3 to the Registrant’s Report on Form 6-K (File No. 001-33910) filed with the SEC on December 18, 2019.
Incorporated  by  reference  to  Exhibit  99.1  to  the  Registrant’s  registration  statement  on  Form  F-1  (File  No.  333-148512)  filed  with  the  SEC  on
January 08, 2008.
Filed with this annual report on Form 20-F.
Furnished with this annual report on Form 20-F.

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SIGNATURE

The registrant hereby certifies that it meets all of the requirements for filing on Form 20-F and that it has duly caused and authorized the undersigned

to sign this annual report on its behalf.

ATA Creativity Global

/s/ Ruobai Sima
Name:  Ruobai Sima
Title:

 Chief Financial Officer

Date: April 12, 2023

126

 
 
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ATA Creativity Global
INDEX TO CONSOLIDATED FINANCIAL STATEMENTS

REPORT OF INDEPENDENT REGISTERED PUBLIC ACCOUNTING FIRM (KPMG Huazhen LLP, Beijing, China, Auditor Firm

ID: 1186)

CONSOLIDATED FINANCIAL STATEMENTS

CONSOLIDATED BALANCE SHEETS
CONSOLIDATED STATEMENTS OF COMPREHENSIVE INCOME (LOSS)
CONSOLIDATED STATEMENTS OF CHANGES IN EQUITY
CONSOLIDATED STATEMENTS OF CASH FLOWS
NOTES TO THE CONSOLIDATED FINANCIAL STATEMENTS

F-1

Page

     F-2 - F-3 

F-4 
F-5 
F-6 
     F-7 - F-8 
    F-9 -F-46 

 
 
  
 
  
    
    
    
 
Table of Contents

Report of Independent Registered Public Accounting Firm

To the Shareholders and Board of Directors
ATA Creativity Global:

Opinion on the Consolidated Financial Statements

We have audited the accompanying consolidated balance sheets of ATA Creativity Global and subsidiaries (the Company) as of December 31, 2021 and
2022, the related consolidated statements of comprehensive income (loss), changes in equity, and cash flows for each of the years in the three-year period
ended December 31, 2022, and the related notes (collectively, the consolidated financial statements). In our opinion, the consolidated financial statements
present fairly, in all material respects, the financial position of the Company as of December 31, 2021 and 2022, and the results of its operations and its
cash flows for each of the years in the three-year period ended December 31, 2022, in conformity with U.S. generally accepted accounting principles.

Basis for Opinion

These  consolidated  financial  statements  are  the  responsibility  of  the  Company’s  management.  Our  responsibility  is  to  express  an  opinion  on  these
consolidated financial statements based on our audits. We are a public accounting firm registered with the Public Company Accounting Oversight Board
(United  States)  (PCAOB)  and  are  required  to  be  independent  with  respect  to  the  Company  in  accordance  with  the  U.S.  federal  securities  laws  and  the
applicable rules and regulations of the Securities and Exchange Commission and the PCAOB.

We conducted our audits in accordance with the standards of the PCAOB. Those standards require that we plan and perform the audit to obtain reasonable
assurance  about  whether  the  consolidated  financial  statements  are  free  of  material  misstatement,  whether  due  to  error  or  fraud.  The  Company  is  not
required to have, nor were we engaged to perform, an audit of its internal control over financial reporting. As part of our audits, we are required to obtain
an  understanding  of  internal  control  over  financial  reporting  but  not  for  the  purpose  of  expressing  an  opinion  on  the  effectiveness  of  the  Company’s
internal control over financial reporting. Accordingly, we express no such opinion.

Our audits included performing procedures to assess the risks of material misstatement of the consolidated financial statements, whether due to error or
fraud, and performing procedures that respond to those risks. Such procedures included examining, on a test basis, evidence regarding the amounts and
disclosures in the consolidated financial statements. Our audits also included evaluating the accounting principles used and significant estimates made by
management, as well as evaluating the overall presentation of the consolidated financial statements. We believe that our audits provide a reasonable basis
for our opinion.

Critical Audit Matter

The  critical  audit  matter  communicated  below  is  a  matter  arising  from  the  current  period  audit  of  the  consolidated  financial  statements  that  was
communicated or required to be communicated to the audit committee and that: (1) relates to accounts or disclosures that are material to the consolidated
financial statements and (2) involved our especially challenging, subjective, or complex judgments. The communication of a critical audit matter does not
alter in any way our opinion on the consolidated financial statements, taken as a whole, and we are not, by communicating the critical audit matter below,
providing a separate opinion on the critical audit matter or on the accounts or disclosures to which it relates.

Valuation of goodwill

As  discussed  in  Note  9  to  the  consolidated  financial  statements,  the  Company  has  RMB196,289,492  of  goodwill  as  of  December  31,  2022. As
discussed  in  Note  2(t),  the  Company  performs  goodwill  impairment  testing  on  an  annual  basis  and  whenever  events  or  changes  in  circumstances
indicate that the carrying value of a reporting unit likely exceeds its fair value. This involves estimating the fair value of the reporting units using
discounted cash flow models.

We identified the valuation of goodwill as a critical audit matter. The forecasted revenue growth rates, forecasted operating margins and the discount
rate used to estimate the fair values of the reporting units were challenging to test as they represented subjective determinations of future market and
economic  conditions  that  were  sensitive  to  variation. Additionally,  the  audit  efforts  associated  with  these  estimates  required  specialized  skills  and
knowledge.

F-2

 
Table of Contents

The following are the primary procedures we performed to address this critical audit matter. We evaluated the design of the internal control over the
Company’s process to assess the valuation of goodwill, including the determination of forecasted revenue growth rates, forecasted operating margins
and discount rate used to estimate the fair values of the reporting units. We assessed the Company’s ability to accurately forecast revenue growth rates
and  operating  margins  by  comparing  the  reporting  units’  historical  forecast  on  revenue  growth  rates  and  operating  margins  to  actual  results.  We
evaluated the Company’s forecasted revenue growth rates and operating margins by comparing them to historical results, taking into consideration
future business plans of the reporting units developed by management of the Company. We performed sensitivity analysis over the forecasted revenue
growth  rates,  forecasted  operating  margins  and  the  discount  rate  to  assess  their  impact  on  the  Company’s  impairment  assessment.  In  addition,  we
involved  valuation  professionals  with  specialized  skills  and  knowledge,  who  assisted  in  evaluating  the  discount  rate  by  comparing  it  against  the
discount rate that was independently developed using publicly available industry data and comparable companies’ information.

/s/ KPMG Huazhen LLP

We have served as the Company’s auditor since 2015.

Beijing, China
April 12, 2023

F-3

 
Table of Contents

ATA CREATIVITY GLOBAL
Consolidated Balance Sheets

   Note   

December 31,
2021

December 31,
2022

RMB

RMB

December 31,
2022
USD
(Note 2(d))

ASSETS
Current assets:

Cash and cash equivalents
Accounts receivable, net
Prepaid expenses and other current assets

Total current assets

Long-term investments
Property and equipment, net
Intangible assets, net
Goodwill
Other non-current assets
Right-of-use assets

Total assets

LIABILITIES AND SHAREHOLDERS’ EQUITY
Current liabilities:

Accrued expenses and other payables (including accrued expenses and other payables of the

consolidated VIE without recourse to the Company of RMB124,089 and RMB134,604 as of
December 31, 2021 and 2022, respectively)

Lease liabilities-current
Deferred revenues

Total current liabilities

Lease liabilities-non-current
Deferred income tax liabilities

Total liabilities

Shareholders’ equity:
Common shares:

Par value USD 0.01, authorized: 500,000,000 shares
Issued: 63,832,534 and 63,829,698 shares as of December 31, 2021 and 2022, respectively
Outstanding: 62,753,840 shares as of December 31, 2021 and 2022
Treasury shares—585,358 common shares as of December 31, 2021 and 2022, at cost

Additional paid-in capital
Accumulated other comprehensive loss
Accumulated deficit

Total shareholders’ equity attributable to ATA Creativity Global

Non-controlling interests

Total shareholders’ equity

Commitments and contingencies

Total liabilities and shareholders’ equity

     (4)    

938,189     
3,129,600     

5,852,038     
4,430,285     

     (1)     71,339,361      54,980,199      7,971,380 
848,466 
642,331 
      75,407,150      65,262,522      9,462,177 
     (6)     38,000,000      38,000,000      5,509,482 
     (8)     36,503,984      32,760,976      4,749,895 
     (9)     93,352,778      76,119,444      11,036,282 
     (9)     194,754,963      196,289,492      28,459,301 
      26,739,026      28,415,794      4,119,903 
     (10)     42,417,409      37,616,541      5,453,886 
      507,175,310      474,464,769      68,790,926 

     (12)     48,174,095      55,904,510      8,105,392 
     (10)     17,351,427      16,920,429      2,453,232 
     (13)     202,453,092      219,717,574      31,856,054 
      267,978,614      292,542,513      42,414,678 
     (10)     23,365,840      19,528,763      2,831,404 
     (14)     24,931,322      18,879,303      2,737,242 
      316,275,776      330,950,579      47,983,324 

4,720,147     
(9,818,754)    

4,720,147     
684,357 
(8,626,894)     (1,250,782) 
      540,583,564      542,058,092      78,591,036 
      (37,559,847)     (37,003,085)     (5,364,943) 
     (310,156,018)    (358,048,927)    (51,912,215) 
      187,769,092      143,099,333      20,747,453 
60,149 
      190,899,534      143,514,190      20,807,602 
—   
      507,175,310      474,464,769      68,790,926 

3,130,442     

414,857     

—       

—       

     (21)    

See accompanying notes to consolidated financial statements.

F-4

 
 
   
   
 
 
    
   
   
   
 
  
 
 
 
  
 
 
 
     
     
  
     
  
     
  
     
  
     
      
      
      
 
     
      
      
      
 
  
     
  
  
     
  
     
      
      
      
 
     
      
      
      
 
     
      
      
      
 
     
      
      
      
 
     
     
     
     
     
     
     
  
     
  
     
     
  
     
  
     
  
 
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ATA CREATIVITY GLOBAL
Consolidated Statements of Comprehensive Income (Loss)

Net revenues
Cost of revenues

Gross profit
Operating expenses:
Research and development
Sales and marketing
General and administrative
Impairment loss of intangible assets and other non-current assets
Provision for loan receivable and other receivables

Total operating expenses

Other operating income, net
Loss from operations

Other income (loss):
Gain (loss) on deconsolidation of subsidiaries and others, net
Impairment loss of long-term investments
Interest income, net of interest expenses
Foreign currency exchange gains (losses), net

Total other income (loss), net
Loss before income taxes

Income tax benefit
Net loss

Net loss attributable to redeemable non-controlling interests
Net loss attributable to non-redeemable non-controlling interests
Net loss attributable to ATA Creativity Global
Other comprehensive income (loss):
Foreign currency translation adjustment, net of nil income tax

Total other comprehensive income (loss)
Comprehensive loss

Comprehensive loss attributable to redeemable non-controlling interests
Comprehensive loss attributable to non-redeemable non-controlling interests
Comprehensive loss attributable to ATA Creativity Global
Basic and diluted losses per common share
attributable to ATA Creativity Global

   Note   

2020
RMB

Year Ended December 31,
2022
RMB

2021
RMB

2022
USD

     (13)     162,167,547      202,209,465      206,820,874      29,986,208 
      98,521,027      97,413,915      104,315,856      15,124,377 
      63,646,520      104,795,550      102,505,018      14,861,831 

6,790,791     

8,832,488      11,801,545     

984,572 
      53,500,051      66,149,460      75,265,726      10,912,504 
      100,097,849      93,256,046      77,051,580      11,171,429 
—   
—       
—   
—       
      171,455,118      171,207,051      159,108,097      23,068,505 
2,394 
22,018     
      (107,478,374)     (66,389,483)     (56,586,564)     (8,204,280) 

3,120,425     
5,904,305     

—       
—       

330,224     

16,515     

     (5)    

     (6)    

(1,767,800)     33,542,154     
(6,000,000)    
(1,726,391)    
1,110,681     
1,171,837     
(1,052,856)    
(213,046)    
(3,375,210)     28,439,789     

189,733 
—   
109,738 
788 
300,259 
      (110,853,584)     (37,949,694)     (54,515,615)     (7,904,021) 
(858,520) 
      (100,584,748)     (36,410,117)     (48,594,231)     (7,045,501) 

1,308,627     
—       
756,886     
5,436     
2,070,949     

(1,539,577)    

(5,921,384)    

     (14)     (10,268,836)    

     (15)    

(2,582,632)    
(5,804,084)    

—   
(101,682) 
      (92,198,032)     (33,649,593)     (47,892,909)     (6,943,819) 

(714,121)    
(2,046,403)    

—       
(701,322)    

53,445     
53,445     

(135,125)    
(135,125)    

80,723 
80,723 
      (100,531,303)     (36,545,242)     (48,037,469)     (6,964,778) 
—   
(101,682) 
      (92,144,587)     (33,784,718)     (47,336,147)     (6,863,096) 

(2,582,632)    
(5,804,084)    

(714,121)    
(2,046,403)    

—       
(701,322)    

556,762     
556,762     

     (15)    

     (22)    

(1.57)    

(0.57)    

(0.76)    

(0.11) 

See accompanying notes to consolidated financial statements.

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Balance as of December 31, 2019
Net loss
Foreign currency translation adjustment, net of nil income

tax

Share-based compensation
Issuance of common shares with net-settlement of employee

individual income tax

Repurchase of common shares (Note 18)
Redeemable non-controlling interests redemption value

accretion (Note 15)

Acquisition of non-redeemable non-controlling Interests
Disposal of subsidiaries
Settlement of vested share options and vested shares using

ATA CREATIVITY GLOBAL
Consolidated Statements of Changes in Equity

Common shares

Number of
Outstanding
shares

    Amount    
    RMB    

Treasury
Shares
RMB

Additional
paid-in
capital
RMB

Accumulated
other
comprehensive
loss
RMB

Accumulated
deficit
RMB

Total
shareholders’
equity
attributable
to ATA
Creativity
Global
RMB

Non-controlling
interests
RMB

Total
shareholders’
equity
RMB

    62,357,078    4,692,312    (27,737,073)   560,814,066    
—      

—      

—      

—      

(37,478,167)   (200,151,065)    300,140,073    
(92,198,032)   

—       (92,198,032)   

5,495,119     305,635,192 
(98,002,116) 
(5,804,084)   

—      
—      

—      
—      

—      
—      

—      
1,776,783    

53,445    
—      

—      
—      

53,445    
1,776,783    

—      
—      

53,445 
1,776,783 

343,924    
—      

24,363    

—      
—       (4,003,530)   

(58,170)   
—      

—      
—      

—      
—      

(33,807)   
(4,003,530)   

—      
—      

(33,807) 
(4,003,530) 

—      
—      
—      

—      
—      
—      

—      
(1,145,497)   

—      
—      
—       

—      
—      
—      

(6,184,572)   
—      
—      

(6,184,572)   
(1,145,497)   
—      

—      
1,145,497    
6,469    

(6,184,572) 
—   
6,469 

treasury shares

Balance as of December 31, 2020

—       20,114,679     (20,114,679)   
    62,701,002    4,716,675    (11,625,924)   541,272,503    

—      

—      

—      
(37,424,722)   (298,533,669)    198,404,863    

—      

—      

—   
843,001     199,247,864 

Net loss
Foreign currency translation adjustment, net of nil income

tax

Share-based compensation
Issuance of common shares with net-settlement of employee

individual income tax

Cash collected upon exercise of share options
Redeemable non-controlling interests redemption value

accretion (Note 15)

Acquisition of non-redeemable non-controlling interests
Disposal of subsidiaries
Settlement of vested share options and vested shares using

—      

—      

—      

—      

—       (33,649,593)   

(33,649,593)   

(2,046,403)   

(35,695,996) 

—      
—      

—      
—      

—      
—      

—      
1,039,972    

(135,125)   
—      

—      
—      

(135,125)   
1,039,972    

—      
—      

(135,125) 
1,039,972 

52,838    
—      

3,472    
—      

—      
—      

(118,201)   
232,245    

—      
—      

—      
—      

(114,729)   
232,245    

—      
—      

(114,729) 
232,245 

—      
—      
—      

—      
—      
—      

—      
—      
—      

—      
(35,785)   
—      

(2,283,089)   
—      
—      
—      
—       24,310,333    

(2,283,089)   
(35,785)   
24,310,333    

—      
(89,215)   
4,423,059    

(2,283,089) 
(125,000) 
28,733,392 

treasury shares

Balance as of December 31, 2021

Net loss
Foreign currency translation adjustment, net of nil income

tax

Share-based compensation
Payments of individual income tax in connection with

shares directly withheld from employees
Cash collected upon exercise of share options
Acquisition of non-redeemable non-controlling interests
Disposal of subsidiaries
Settlement of vested share options and vested shares using

treasury shares

Balance as of December 31, 2022

Balance as of December 31, 2022-USD

—      

(1,807,170)   
    62,753,840    4,720,147     (9,818,754)   540,583,564    

—       1,807,170    

—      

—      
(37,559,847)   (310,156,018)    187,769,092    

—      

—      

—   
3,130,442     190,899,534 

—      

—      

—      

—      

—       (47,892,909)   

(47,892,909)   

(701,322)   

(48,594,231) 

—      
—      

—      
—      
—      
—      

—      
—      

—      
—      
—      
—      

—      
—      

—      
1,459,755    

556,762    
—      

—      
—      

556,762    
1,459,755    

—      
—      

556,762 
1,459,755 

—      
—      
—      
—      

(30,731)   
218,943    
1,018,421    
—      

—      
—      
—      
—      

—      
—      
—      
—      

(30,731)   
218,943    
1,018,421    
—      

—      
—      
(1,418,421)   
(595,842)   

(30,731) 
218,943 
(400,000) 
(595,842) 

—      

(1,191,860)   
    62,753,840    4,720,147     (8,626,894)   542,058,092    

—       1,191,860    

—      

—      
(37,003,085)   (358,048,927)    143,099,333    

—      

—      

—   
414,857     143,514,190 

     684,357     (1,250,782)    78,591,036    

(5,364,943)    (51,912,215)   

20,747,453    

60,149    

20,807,602 

See accompanying notes to consolidated financial statements.

F-6

 
 
  
    
    
    
    
    
    
    
 
 
  
   
   
   
   
   
   
 
 
   
   
   
   
   
   
   
 
   
   
   
   
   
   
   
   
    
   
  
  
  
  
  
  
   
   
   
   
   
   
   
   
   
  
  
  
  
  
  
   
   
   
   
   
   
   
   
  
  
  
  
  
  
    
  
  
  
 
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ATA CREATIVITY GLOBAL
Consolidated Statements of Cash Flows

Cash flows from operating activities:
Net loss
Adjustments to reconcile net loss to net cash used in operating activities:
Depreciation and amortization
Loss (gain) from disposal of property and equipment
Share-based compensation
Deferred income tax benefit
Loss (gain) on deconsolidation of subsidiaries and others, net
Impairment loss of long-term investments
Provision for loan receivable and other receivables
Impairment loss of intangible assets and other non-current assets
Foreign currency exchange loss (gain)
Changes in operating assets and liabilities, net of effect of acquisition and disposal:
Accounts receivable
Prepaid expenses and other current assets
Other non-current assets
Income tax payable
Accrued expenses and other payables
Deferred revenues
Net cash used in operating activities
Cash flows from investing activities:
Cash paid for property and equipment
Cash receipt from property and equipment disposal
Cash paid for liabilities assumed in relation to acquisition of Youru (Note 3)
Payment for acquisition of a subsidiary, less cash acquired
Proceeds from acquisition of a subsidiary, less cash paid
Proceeds from deconsolidation of subsidiaries and others, less cash disposed
Cash paid for acquisition of non-redeemable non-controlling interests
Net cash used in investing activities
Cash flows from financing activities:
Cash paid for employee individual income tax for net- settlement of vested shares
Cash received from short-term loans (Note 11)
Repayment of short-term loans (Note 11)
Cash received upon repayment of loan to a nominee shareholder of ATA Intelligent Learning

(Note 1)

Cash paid for issuance loan to a nominee shareholder of ATA Intelligent Learning (Note 1)
Cash received upon private placement (Note 18)
Cash paid for repurchase of common shares (Note 18)
Cash received for exercise of share options
Net cash provided by financing activities

2020
RMB

Year Ended December 31,
2022
RMB

2021
RMB

2022
USD

    (100,584,748)    (36,410,117)    (48,594,231)    (7,045,501) 

24,380     

87,991     

     29,913,815      23,025,480      22,590,666      3,275,339 
(245) 
211,645 
(877,460) 
(189,733) 
—   
—   
—   
47 

(1,692)    
1,776,783      1,039,972      1,459,755     
     (10,283,238)     (1,562,358)     (6,052,019)    
1,767,800     (33,542,154)     (1,308,627)    
—       
1,726,391      6,000,000     
—       
—       
5,904,305     
—       
—       
3,120,425     
323     
213,741     
1,050,043     

     12,866,352     

(2,030,603)     1,245,142      (4,913,849)    
675,236      (5,711,215)    
(6,552,514)     (3,788,762)     (1,833,631)    
(7,947)    

(712,441) 
(828,048) 
(265,852) 
(571,474)    
(1,152) 
1,678,155      4,532,885      10,884,454      1,578,097 
     32,257,157      6,798,577      18,874,126      2,736,491 
     (27,873,360)    (31,833,685)    (14,613,887)    (2,118,813) 

(85,707)    

37,441     
—       

22,490     
—       
     (15,000,000)     (4,642,082)    
—       
(832,811)    
(125,000)    

(4,910,407)     (4,451,589)     (1,618,338)    
6,010     
(312,338)    
—       
—       
(165,437)    
(400,000)    
     (19,090,428)    (10,028,992)     (2,490,103)    

287,801     
494,737     
—       

(234,637) 
871 
(45,285) 
—   
—   
(23,986) 
(57,995) 
(361,032) 

(33,807)    

(114,729)    
     19,618,000      2,710,000     
     (17,808,000)     (2,000,000)    

(30,731)    
—       
—       

(4,456) 
—   
—   

5,000,000     
(5,000,000)    
8,530,931     
(4,003,530)    
—       
6,303,594     

—       
—       
—       
—       
232,245     
827,516     

—       
—       
—       
—       
218,943     
188,212     

—   
—   
—   
—   
31,744 
27,288 

See accompanying notes to consolidated financial statements.

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ATA CREATIVITY GLOBAL
Consolidated Statements of Cash Flows (Continued)

Effect of foreign exchange rate changes on cash and cash equivalents
Net decrease in cash and cash equivalents
Cash and cash equivalents at beginning of year
Cash and cash equivalents at end of year
Supplemental disclosures of cash flow information:
Cash paid for income tax
Cash refunded for income tax
Cash paid for interest expenses
Non-cash investing and financing activities:
Acquisition of non-controlling interests
Consideration payable for acquisition of Youru (Note 3)
Disposal of net liabilities of subsidiaries, excluding cash

2020
RMB
(814,131)    

Year Ended December 31,
2022
RMB
556,616     

2021
RMB
(348,911)    

80,701 
     (41,474,325)     (41,384,072)     (16,359,162)     (2,371,856) 
     154,197,758      112,723,433      71,339,361      10,343,236 
     112,723,433      71,339,361      54,980,199      7,971,380 

2022
USD

114,003     
(2,869,042)    
208,220     

154,379     
(5,316)    
25,278     

28,316     
—       
—       

4,105 
—   
—   

—       
1,145,497     
—       
—       
—        13,041,021     

—       
1,222,191     
5,378,395     

—   
177,201 
779,794 

See accompanying notes to consolidated financial statements.

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ATA CREATIVITY GLOBAL
Notes to the Consolidated Financial Statements

(1) DESCRIPTION OF BUSINESS, ORGANIZATION AND SIGNIFICANT CONCENTRATIONS AND RISKS

Description of Business and Organization

ATA Creativity Global (the “Company” or “ACG”, formerly known as ATA Inc.), through its subsidiaries, variable interest entity (“VIE”) and VIE’s
subsidiary (collectively referred to as the “Group”), offers a range of educational services consisting primarily of portfolio training service, research-
based learning service, overseas study counselling service and other educational services primarily to individual students in person or online mainly
through its training centers in the People’s Republic of China.

VIE Agreements

PRC  regulations  prohibit  direct  foreign  ownership  of  business  entities  that  engage  in  internet  content  provision  (“ICP’’)  services  in  the  PRC.  The
Company and its subsidiaries are foreign owned business entities under the PRC law and accordingly are restricted from providing ICP services in the
PRC,  including  having  more  than  50%  ownership  of  entities  engaged  in  providing  such  services. ATA  Intelligent  Learning  (Beijing)  Technology
Limited  (“ATA  Intelligent  Learning”  or  “VIE”)  is  engaged  to  provide,  but  not  limited  to,  ICP  services,  such  as  providing  online  trainings  and
platforms  in  PRC.  The  Company  has  no  legal  ownership  interest  in ATA  Intelligent  Learning.  The  legal  ownership  interests  of ATA  Intelligent
Learning  are 90%  owned  by  Mr.  Xiaofeng  Ma,  the  chairman  of  the  board  and  chief  executive  officer  of  the  Company,  and 10%  owned  by
Mr.  Haichang  Xiong,  general  counsel  of  the  Company  prior  to August  12,  2020  and  by  Mr.  Jun  Zhang,  president  and  director  of  the  Company
effective from August 12, 2020. Mr. Ma, Mr. Xiong and Mr. Zhang are PRC citizens. All individuals are nominee shareholders of ATA Intelligent
Learning and holding their equity interests on behalf of the Company. Through a series of contractual agreements, including loan agreements, a call
option  and  cooperation  agreement,  an  equity  interest  pledge  agreement,  an  exclusive  technical  consulting  and  services  agreement  and  a  power  of
attorney (collectively, the “VIE Agreements”) among ATA Education Technology (Beijing) Limited (“ATA Education”), ATA Intelligent Learning,
and their nominee shareholders, the nominee shareholders of ATA Intelligent Learning have granted all their legal rights including voting rights and
disposition rights of their equity interests in ATA Intelligent Learning to ATA Education. The nominee shareholders of ATA Intelligent Learning do
not participate significantly in income and loss and do not have the power to direct the activities of ATA Intelligent Learning that most significantly
impact its economic performance. Accordingly, ATA Intelligent Learning is considered a variable interest entity. The Company entered into the VIE
Agreements to preserve the flexibility to operate, invest in or hold businesses that are restricted from receiving foreign investments.

Although the Company does not have an equity investment in ATA Intelligent Learning, the Company has other variable interests in ATA Intelligent
Learning through its wholly-owned subsidiary, ATA Education, including (i)ATA Education’s subordinated loans to Mr. Xiaofeng Ma, Mr. Haichang
Xiong  and  Mr.  Jun  Zhang  (used  by  them  to  finance  their  equity  investment  in ATA  Intelligent  Learning)  and  other  subordinated  loans  to ATA
Intelligent Learning, (ii) ATA Education’s right, under the loan agreement, to receive all the dividends declared by ATA Intelligent Learning through
its nominee shareholders, (iii) ATA Education’s exclusive purchase option, under the call option and cooperation agreement, to acquire (or to have
ATA Education’s designee acquire)  100% of the equity interest or assets in ATA Intelligent Learning for a consideration equal to the loans provided
by ATA Education to Mr. Xiaofeng Ma, Mr. Haichang Xiong and Mr. Jun Zhang, to the extent permitted under PRC law and (iv) ATA Education,
under  the  call  option  and  cooperation  agreement,  is  obligated  to  provide  financial  support  to ATA  Intelligent  Learning’s  operation  to  which ATA
Education has no recourse right if ATA Intelligent Learning cannot repay such financing due to its losses.

In accordance with Accounting Standards Codification (“ASC”) 810-10-25-38A, the Company has a controlling financial interest in ATA Intelligent
Learning  through  its  wholly-owned  subsidiary,  ATA  Education,  because  the  Company  (i)  has  the  power  to  direct  activities  of  ATA  Intelligent
Learning that most significantly impact the economic performance of ATA Intelligent Learning; and (ii) the obligation to absorb the losses and the
right  to  receive  benefits  of ATA  Intelligent  Learning  that  could  potentially  be  significant  to ATA  Intelligent  Learning.  Thus,  the  Company  is  the
primary beneficiary of ATA Intelligent Learning.

Accordingly,  the  financial  statements  of ATA  Intelligent  Learning  are  consolidated  in  the  Company’s  consolidated  financial  statements.  Under  the
terms of the VIE Agreements, ATA Intelligent Learning’s nominee shareholders have no rights to the net assets nor have the obligations to fund the
deficit, and such rights and obligations have been vested to the Company. All of the equity (net assets) and net incomes or losses of ATA Intelligent
Learning are attributed to the Company.

F-9

 
 
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The key terms of these VIE Agreements are as follows:

Loan agreements: ATA Education lent to ATA Intelligent Learning’s nominee shareholders, Mr. Xiaofeng Ma and Mr. Haichang Xiong, interest free
loans  in  the  amount  of  RMB 10.0  million,  out  of  which  RMB 1.0  million  and  RMB 9.0  million  were  stipulated  to  lend  on  March  15,  2018  and
December 28, 2018, respectively, for the sole purpose of investing in ATA Intelligent Learning as ATA Intelligent Learning’s registered capital. The
nominee shareholders of ATA Intelligent Learning can only repay the loans by transferring all of their legal ownership interest in ATA Intelligent
Learning to ATA Education or to a party designated by ATA Education. The nominee shareholders of ATA Intelligent Learning are required to pay to
ATA  Education  all  dividends  received  from ATA  Intelligent  Learning.  In  the  event  that  the  nominee  shareholders  of ATA  Intelligent  Learning
transfer their equity interests to the ATA Education or its designee at a price equivalent to or less than the principal amount of the loans, the loans will
be interest free. If the price is higher than the principal amount of the loan, the excess amount will be paid to ATA Education as loan interest. The
initial  terms  of  the  loans  are ten  years,  which  may  be  extended  upon  the  written  agreement  of ATA  Education  and ATA  Intelligent  Learning’s
nominee  shareholders.  The  approval  of ATA  Intelligent  Learning  is  not  required  for  the  renewal  of  the  loan  agreements  nor  can ATA  Intelligent
Learning terminate the loan agreement during the contract term. On March 19, 2019 and April 20, 2019, ATA Education, ATA Intelligent Learning
and each of the nominee equity shareholders of ATA Intelligent Learning entered into two supplementary agreements to the VIE agreements, pursuant
to which the aggregate amount of loans made by ATA Education to the nominee shareholders of ATA Intelligent Learning for the capitalization of
ATA Intelligent Learning was increased from RMB  10.0 million to RMB 50.0 million with all other terms and conditions under the VIE Agreements
remain  unchanged. According  to  the  supplementary  agreements, ATA  Education  lent  additional  RMB  40.0  million  to  the  nominee  shareholders  in
2019 for the sole purpose of investing in ATA Intelligent Learning as ATA Intelligent Learning’s registered capital. On August 12, 2020, the loan
agreement entered by Mr. Haichang Xiong with ATA Education, and the rights and obligations of Mr. Haichang Xiong under the two supplementary
agreements  terminated  as  a  result  of  the  equity  interest  in ATA  Intelligent  Learning  transferred  by  Mr.  Haichang  Xiong  to  Mr.  Jun  Zhang,  and
Mr. Haichang Xiong repaid his borrowing of RMB 5.0 million under such agreements to ATA Education on August 17, 2020. On August 12, 2020,
Mr. Jun Zhang, as the new shareholder of ATA Intelligent Learning, entered into a new loan agreement with ATA Education on the same terms as the
loan  agreement  and  the  two  supplementary  agreements  previously  entered  by  Mr.  Haichang  Xiong  and  borrowed  RMB 5.0  million  from  ATA
Education on August 17, 2020 pursuant to aforementioned loan agreement.

Exclusive technical consulting and services agreement: ATA Education has the sole and exclusive right to provide specified technical and consulting
services to ATA Intelligent Learning. The Parties agree that the intellectual property rights created by ATA Education in the course of performing this
agreement, including without limitation any copyrights, trademarks or logos registered or not, patents and proprietary technology, shall belong to ATA
Education.  The  consulting  fee  payable  by ATA  Intelligent  Learning  to ATA  Education  shall  be  confirmed  by ATA  Education  in  writing  and  be
calculated based on the actual time spent by ATA Education in providing services to ATA Intelligent Learning on a quarterly basis. The consulting fee
shall be settled on a quarterly basis, and at the end of each year, ATA Education shall confirm the total consulting and other fees incurred for the year
in writing and ATA Intelligent Learning shall settle any outstanding fees on a timely basis. This agreement was entered in on March 15, 2018 and shall
continue for a period of 30 years and shall be automatically extended for another 10 years unless ATA Education gives written notice terminating this
agreement 3 months before the expiration.

Call option and cooperation agreement: Pursuant to the call option and cooperation agreement entered into among ATA Education, ATA Intelligent
Learning and its nominee shareholders, when permitted by applicable laws, ATA Education (or any eligible party designated by ATA Education) shall
have  the  right  to  acquire,  at  any  time,  all  of ATA  Intelligent  Learning’s  assets  or  its  share  equity  owned  by  the  nominee  shareholders  of ATA
Intelligent  Learning,  at  a  price  equal  to  the  sum  of  the  principal  amounts  of  the  loans  from ATA  Education  to  the  nominee  shareholders  of ATA
Intelligent Learning. If ATA Education elects to purchase a portion of ATA Intelligent Learning’s share equity or assets, the exercise price for such
purpose shall be adjusted accordingly based on the percentage of such share equity or assets to be purchased relative to the total share equity or assets.
Without  the  prior  written  consent  of ATA  Education, ATA  Intelligent  Learning  may  not  sell  or  otherwise  dispose  its  assets  or  beneficial  interests,
create or allow any encumbrance on its assets or other beneficial interests, enter into any material contracts (except those contracts entered into in the
ordinary  course  of  business),  or  distribute  dividends  to  the  nominee  shareholders. ATA  Education  is  also  obligated  to  provide  financial  support  to
ATA Intelligent Learning’s operation to which ATA Education has no recourse right if ATA Intelligent Learning cannot repay such financing due to
its losses. This agreement shall be effective upon the execution date and remain effective thereafter. This agreement can only be terminated with the
unanimous consent of all parties, except that ATA Education may terminate this agreement with 30 days prior notice to the other parties.

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Equity interest pledge agreement: To secure the payment obligations of ATA Intelligent Learning, ATA Intelligent Learning’s nominee shareholders
have pledged to ATA Education their entire equity ownership interests in ATA Intelligent Learning to guarantee his and ATA Intelligent Learning’s
performance of obligations under, where  applicable,  the  exclusive  technical  consulting  and  services  agreement  and  the  call  option  and  cooperation
agreement.  If ATA  Intelligent  Learning  or  the  nominee  shareholders  of ATA  Intelligent  Learning  breach  their  contractual  obligations  under  these
agreements, ATA  Education,  as  pledgee,  will  have  the  right  to  acquire  the  pledged  equity  interests.  The  nominee  shareholders  of ATA  Intelligent
Learning agree that, during the term of the equity interest pledge agreements, they will not dispose the pledged equity interests or create or allow any
encumbrance on the pledged equity interests, and they also agree that ATA Education’s rights relating to the equity pledge shall not be suspended or
hampered by the nominee shareholders, their successors or their designates. During the term of the equity interest pledge agreements, ATA Education
has  the  right  to  receive  all  of  the  dividends  and  profits  distributed  on  the  pledged  equity.  The  term  of  the  equity  interest  pledge  agreement  shall
commence on March 15, 2018 and shall expire on the earlier of (a) the date on which all outstanding secured obligations are paid in full or otherwise
satisfied (as applicable); (b) ATA Education enforces the equity interest pledge agreement pursuant to the terms and conditions, to satisfy its rights
under the secured obligations and pledged collateral in full, or (c) the nominee shareholders of ATA Intelligent Learning complete their transfer of the
equity interest to another party (individual or legal entity) pursuant to the Call Option and Cooperation Agreement and no longer holds any equity
interest  in ATA  Intelligent  Learning.  ATA  Intelligent  Learning  has  registered  these  equity  interest  pledge  agreements  with  the  competent  State
Administration for Market Regulation (SAMR, previously known as State Administration for Industry and Commerce, or SAIC) on April 27, 2018.
The registration of the equity pledge enables ATA Education to enforce the equity pledge against third parties who acquire the equity interests of ATA
Intelligent Learning in good faith. According to the equity transfer agreement entered into by Mr. Haichang Xiong and Mr. Jun Zhang, on August 12,
2020, Mr. Haichang Xiong transferred all his equity interest in ATA Intelligent Learning to Mr. Jun Zhang, as well as his obligations and rights under
the equity interest pledge agreement entered into by himself. On the same day, Mr. Jun Zhang, as the new shareholder of ATA Intelligent Learning,
entered  into  a  new  equity  interest  pledge  agreement  with ATA  Education  and ATA  Intelligent  Learning  on  the  same  terms  as  the  equity  pledge
agreement previously entered by Mr. Haichang Xiong. The term of the equity interest pledge agreements entered by Mr. Jun Zhang shall commence on
the date of August 12, 2020 and shall expire on the earlier of the Expiration Conditions. ATA Intelligent Learning has registered the equity interest
pledge agreement entered by Mr. Jun Zhang with SAMR, on February 26, 2021.

Power  of  attorney:  Pursuant  to  the  irrevocable  powers  of  attorney,  each  of  the  nominee  shareholders  of ATA  Intelligent  Learning,  who  signed  the
power  of  attorney  on  March  15,  2018,  appointed ATA  Education  or  any  eligible  person  designated  by ATA  Education  as  his  attorney-in-fact  to
exercise all voting rights and other nominee shareholders rights of ATA Intelligent Learning, including but not limited to appointing or electing on
their directors and executive officers. The person designated by ATA Education is entitled to sign the transfer documents necessary for the fulfilment
of  the  exclusive  technical  consulting  and  services  agreement  and  the  call  option  and  cooperation  agreement,  and  to  join  the  liquidation  group  and
participate in the liquidation of ATA Intelligent Learning. The term of the powers of attorney shall be consistent with the term of the equity interest
pledge agreements and call option and cooperation agreement and shall be extended along with the equity interest pledge agreements and call option
and cooperation agreement.

The Company relies on the VIE Agreements to operate and control ATA Intelligent Learning. However, these contractual arrangements may not be as
effective as direct equity ownership in providing the Company with control over ATA Intelligent Learning. Any failure by ATA Intelligent Learning
or its nominee shareholders to perform their obligations under the VIE Agreements would have a material adverse effect on the financial position and
financial  performance  of  the  Company.  All  the  VIE  Agreements  are  governed  by  PRC  law  and  provide  for  the  resolution  of  disputes  through
arbitration  in  the  PRC.  Accordingly,  these  contracts  would  be  interpreted  in  accordance  with  PRC  law  and  any  disputes  would  be  resolved  in
accordance with PRC legal procedures. The legal system in the PRC is not as developed as some other jurisdictions, such as the United States. As a
result,  uncertainties  in  the  PRC  legal  system  could  limit  the  Company’s  ability  to  enforce  these  contractual  arrangements.  In  addition,  if  the  legal
structure and the VIE Agreements were found to be in violation of any existing or future PRC laws and regulations, the Company may be subject to
fines or other legal or administrative sanctions.

In  the  opinion  of  management,  based  on  the  legal  opinion  of  Jincheng  Tongda  &  Neal  Law  Firm,  the  Company’s  PRC  legal  counsel,  the  above
contractual arrangements are legally binding and enforceable and do not violate current PRC laws and regulations. However, there are uncertainties
regarding  the  interpretation  and  application  of  existing  and  future  PRC  laws  and  regulations.  The  Company  cannot  assure  that  the  PRC  regulatory
authorities will not ultimately take a contrary view to its opinion. If the current ownership structure of the Company and the contractual arrangements
with ATA Intelligent Learning are found to be in violation of any existing or future PRC laws and regulations, the PRC government could:

•

•

•

  revoke the Company’s business and operating licenses;

  levy fines on the Company;

  confiscate any of the Company’s income that they deem to be obtained through illegal operations;

F-11

 
 
 
 
 
 
 
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•

•

•

•

•

  shut down a portion or all of the Company’s servers or block a portion or all of the Company’s website;

  discontinue or restrict the Company’s operations in PRC;

  impose conditions or requirements with which the Company may not be able to comply;

  require the Company to restructure its corporate and contractual structure;

  take other regulatory or enforcement actions that could be harmful to the Company’s business.

If the imposition of any of these government actions, or any inability to enforce the contractual arrangements upon a breach, causes the Company to
lose its ability to direct the activities of ATA Intelligent Learning or receive substantially all the economic benefits and residual returns from ATA
Intelligent Learning and the Company is not able to restructure its ownership structure and operations in a satisfactory manner, the Company would no
longer be able to consolidate the financial results of ATA Intelligent Learning in the Company’s consolidated financial statements. Total assets, total
liabilities,  equity,  revenues,  net  income  and  cash  flows  of  the  Company  would  be  significantly  less  than  the  reported  amount  in  the  consolidated
financial statements of the Company. In the opinion of management, the likelihood of deconsolidation of ATA Intelligent Learning is remote based on
current facts and circumstances.

The equity interests of ATA Intelligent Learning are legally held by Mr. Ma, Mr. Xiong and Mr. Zhang as nominee shareholders on behalf of ACG.
Mr. Ma is chairman of the board and director of ACG, Mr. Xiong was general counsel of ACG and Mr. Zhang  is  president  and  director  of ACG.
Mr.  Ma  holds  approximately  40%  of  the  total  ordinary  shares  of  the  Company  issued  and  outstanding  as  of  December  31,  2021  and  2022.  The
Company cannot assure that when conflicts of interest arise, either the nominee shareholders will act in the best interests of the Company or such
conflicts will be resolved in the Company’s favour. Currently, the Company does not have any arrangements to address potential conflicts of interest
between  the  nominee  shareholders  and  the  Company,  except  that ATA  Education  could  exercise  the  purchase  option  under  the  exclusive  option
agreement  with  the  nominee  shareholders  to  request  them  to  transfer  all  of  their  equity  ownership  in ATA  Intelligent  Learning  to  a  PRC  entity  or
individual designated by ATA Education. The Company relies on the nominee shareholders, who are ACG’s director and general counsel, who owe
fiduciary  duties  to  ACG,  to  comply  with  the  terms  and  conditions  of  the  contractual  arrangements.  Such  fiduciary  duty  requires  the  nominee
shareholders to act in good faith and in the best interests of ACG and not to use their positions for personal gains. If the Company cannot resolve any
conflict of interest or dispute between the Company and the nominee shareholders of ATA Intelligent Learning, the Company would have to rely on
legal proceedings, which could result in disruption of the Company’s business and subject the Company to substantial uncertainty as to the outcome of
any such legal proceedings.

The nominee shareholder of ATA Intelligent Learning was changed from Mr. Haichang Xiong to Mr. Jun Zhang on August 12, 2020. There are no
substantive changes on terms of the VIE agreements.

ATA  Intelligent  Learning  holds  70%  equity  interests  of  Beijing  Zhenwu  Technology  Development  Co.,  Ltd.,  or  Beijing  Zhenwu,  a  PRC  company
newly  established  in August  2021.  Beijing  Zhenwu  was  mainly  engaged  in  conducting  some  of  the  Group’s  short-term  project-based  art  learning
services and terminated its business since early 2022.

The  Company’s  involvement  with ATA  Intelligent  Learning  and  its  subsidiary,  or  the  consolidated  VIE,  under  the  VIE Agreements  affected  the
Company’s consolidated financial position, results of operations and cash flows as presented below.

The following assets and liabilities information of the Group’s consolidated VIE as of December 31, 2021 and 2022, and net revenues, net loss and
cash  flows  for  the  years  ended  December  31,  2020,  2021  and  2022,  were  included  in  the  accompanying  consolidated  financial  statements  of  the
Company.

Cash
Prepaid expenses and other current assets

Total current assets
Long-term investments (i)
Property and equipment, net
Other non-current assets
Total assets

Accrued expenses and other payables
Amounts due to related parties (ii)
Total current liabilities
Total liabilities

F-12

December 31,
2021
RMB
191,046     
16,041     
207,087     

December 31,
2022
RMB
159,882 
6,592 
166,474 
     62,722,195      55,779,696 
—   
488     
2,590 
2,590     
     62,932,360      55,948,760 

124,089     

134,604 
     62,767,353      63,597,353 
     62,891,442      63,731,957 
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Net revenues
Net loss

Net cash used in operating activities
Net cash used in investing activities
Net cash received from financing activities (iii)

Year ended December 31,
2021
RMB

2020
RMB

2022
RMB

—   
 (14,304,202)    (14,072,212)     (7,824,115) 

—       

—       

Year ended December 31,

2022

2020
RMB
(466,004)    

2021
     RMB  
RMB
(903,343)    (861,350) 
 (15,000,000)    (4,642,082)    
—   
  15,122,000      5,645,353      830,186 

(i)

Long-term investments as of December 31, 2021 and 2022 include investment cost and share of losses derived from the 30.96% equity interests 
investment in Beijing Huanqiuyimeng Education Consultation Corp. (“Huanqiuyimeng”) in the amount of RMB62,722,195 and RMB55,779,696, 
respectively, which is eliminated on consolidation. 

(ii) Amounts due to related parties represent the amounts due to the Company’s subsidiaries, which are eliminated on consolidation.
(iii) RMB15,122,000, RMB5,645,353 and RMB830,186 of net cash received from financing activities for the years ended December 31, 2020, 2021 and

2022 respectively were related to the transactions with the Company’s subsidiaries, which are eliminated on consolidation.

In accordance with the VIE Agreements, the Company has the power to direct the activities of the consolidated VIE and can have assets transferred
out  of  the  consolidated  VIE.  Therefore,  the  Company  considers  that  there  are  no  assets  in  the  consolidated  VIE  that  can  be  used  only  to  settle
obligations of the consolidated VIE, except for the registered capital amounting RMB 50.0 million as of December 31, 2022. None of the assets of the
consolidated  VIE  has  been  pledged  or  collateralized.  The  creditors  of  the  consolidated  VIE  do  not  have  recourse  to  the  general  credit  of ATA
Education or the Company.

Significant Concentrations and Risks

The Group is subject to the following significant concentration and risks:

Concentration of cash and cash equivalents balances held at financial institutions

Cash and cash equivalents consist of cash on hand and cash at bank. Cash at bank are deposited in financial institutions at below locations: 

Financial institutions in the mainland of the PRC
— Denominated in Renminbi (“RMB”)
— Denominated in U.S. Dollar (“USD”)
Total cash balances held at mainland PRC financial institutions

Financial institutions in Hong Kong Special Administrative Region (“HKSAR”) of the

PRC

— Denominated in Hong Kong Dollar (“HKD”)
— Denominated in USD
Total cash and cash equivalents balances held at HKSAR financial

institutions

Total cash and cash equivalents balances held at financial institutions

December 31,
2021
RMB

December 31,
2022
RMB

     59,679,748      47,841,321 
145 
132     
     59,679,880      47,841,466 

199,418     

2,714 
     11,460,063      7,136,019 

     11,659,481      7,138,733 

     71,339,361      54,980,199 

The bank deposits with financial institutions in the PRC are insured by the government authority up to RMB500,000. The bank deposits with financial
institutions in the HKSAR are insured by the government authority up to HKD500,000. To limit exposure to credit risk, the Company primarily places
bank deposits with large financial institutions in the PRC and HKSAR with acceptable credit rating.

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Coronavirus Impact

Due  to  the  outbreak  and  global  spreading  of  the  Coronavirus (“COVID-19”)  since  January  2020,  the  Group’s  sales  have  been  negatively  impacted
primarily  due  to  the  restrictions  on  international  travels  and  temporary  closures  of  training  centers  for  safety  and  regulatory  considerations  for  the
years from 2020 to 2022.

In particular, the Company’s training centers were mostly closed down from February 2020 to May 2020 as required by local regulatory authorities.
After COVID-19  became  gradually  under  control  and  following  the  directives  of  local  governments,  training  centers  have  progressively  resumed
operation since June 2020. However, the COVID-19 pandemic continues to evolve, and restrictions have been re-imposed from time to time thereafter
in certain cities to combat local sporadic outbreaks. Students with any on-campus training have been given the option to take their classes online since
the COVID-19 outbreak, although some of them prefer the traditional classroom format and have postponed their training, which have adverse impact
on the Company’s net revenues to be recognized from portfolio training services. Enrollment from offline training centers have also been adversely
affected due to the aforementioned temporary closure of training centers mainly for the first half of the year of 2020. The Group is relying on online
sales channels and referrals to recruit new customers during this time and expects to enhance student enrollment from offline training centers as the
COVID-19 pandemic gradually becomes under control. Such impact was progressively mitigated after the COVID-19 pandemic was gradually under
control in the years of 2021 and 2022. In addition, the Company’s traditional overseas educational travel services were materially affected by delays
and cancellations of tours due to COVID-19 in the years of 2021 and 2022.

In late 2022, the Chinese government relaxed COVID-19 control policies and business of the Group are gradually returning to normal.

The  Company  is  closely  monitoring  the  development  of  the COVID-19  pandemic  and  continuously  evaluating  any  further  potential  impact  on  its
business, results of operations and financial condition, which the Company believes will not as material as prior years and ultimately depend on the
duration and degree of the pandemic around China and the globe.

Geographic concentration

A  substantial  portion  of  the  Company’s  net  revenues  were  generated  from  educational  services  in  China.  The  regulatory  regime  for  educational
services industry in China continues to rapidly evolve and the relevant laws, regulations or interpretations may change in the future. Any changes that
adversely affect the Company’s business in China will have a material adverse effect on the Company’s financial condition and results of operations.

(2)

SUMMARY OF SIGNIFICANT ACCOUNTING POLICIES

(a)

Principles of consolidation

The consolidated financial statements include the financial statements of the Company and its subsidiaries, in which ACG, directly or indirectly, has a
controlling  financial  interest  and  its  variable  interest  entity  and  its  subsidiary,  or  the  consolidated  VIE  for  which  the  Company  is  the  primary
beneficiary. All significant intercompany balances and transactions have been eliminated upon consolidation.

Non-redeemable non-controlling interests are separately presented as a component of equity in the consolidated financial statements.

(b) Basis of presentation

The accompanying consolidated financial statements have been prepared in accordance with accounting principles generally accepted in the United
States of America (“U.S. GAAP”).

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(c) Use of estimates

The preparation of financial statements in conformity with U.S. GAAP requires management of the Group to make estimates and assumptions that
affect the reported amounts of assets and liabilities and the disclosure of contingent assets and liabilities at the date of the financial statements and the
reported amounts of revenues and expenses during the reporting periods. Such estimates include the fair value determinations of identifiable assets
acquired and liabilities assumed, the fair values of share-based payments and other equity investments, the collectability of loan receivable and other
receivables, the realizability of deferred income tax assets, the estimate for useful lives and residual values of long-lived assets, the recoverability of
long-lived  assets,  goodwill  and  long-term  investments,  determination  of  estimated  stand-alone  selling  prices  of  performance  obligations,  variable
consideration and measurement of progress towards completion in revenue recognition. Actual results could differ from those estimates. The current
economic environment has increased the degree of uncertainty inherent in those estimates and assumptions.

(d) Foreign currency

The accompanying consolidated financial statements have been expressed in RMB, the Company’s reporting currency.

The  Company, ATA  Testing Authority  (Holdings)  Limited  (“ATA  BVI”), ATA  Creativity  Global  (Hong  Kong)  Limited  (“ACG  HK”)  (formerly
known as Xing Wei Institute (Hong Kong) Limited (“Xing Wei”) and ACG International Group Limited (“ACGIGL”)’s functional currency is USD.
The functional currency of the Company’s PRC subsidiaries, VIE and VIE’s subsidiary is RMB.

Transactions denominated in currencies other than the functional currency are translated into the functional currency at the exchange rates prevailing
at the dates of the transaction. Monetary assets and liabilities denominated in foreign currencies are translated into the functional currency using the
applicable exchange rates at the balance sheet dates. The resulting foreign exchange gains and losses are included in the consolidated statements of
comprehensive income (loss) in the line item “Foreign currency exchange gains (losses), net.”

Assets and liabilities of the Company, ATA BVI, ACG HK and ACGIGL are translated into RMB using the applicable exchange rate at each balance
sheet date. Revenues and expenses are translated into RMB at average rates prevailing during the year. Equity accounts other than retained earnings
(accumulated  deficit)  generated  in  the  current  period  are  translated  into  RMB  using  the  appropriate  historical  rates.  The  resulting  foreign  currency
translation adjustments are recognized as a separate component of accumulated other comprehensive income (loss) within equity. Since RMB is not a
fully convertible currency, all foreign exchange transactions involving RMB must take place either through the People’s Bank of China (the “PBOC”)
or other institutions authorized to buy and sell foreign exchange. The exchange rates adopted for the foreign exchange transactions are the rates of
exchange quoted by the PBOC.

For the convenience of the readers, the 2022 RMB amounts included in the accompanying consolidated financial statements have been translated into
USD at the rate of USD 1.00 = RMB 6.8972, the noon buying rate in New York cable transfers of RMB per USD as set forth in the H.10 weekly
statistical release of Federal Reserve Board, as of December 31, 2022. No representation is made that the RMB amounts could have been, or could be,
converted into USD at that rate or at any other rate on December 31, 2022.

(e)

Commitments and contingencies

In  the  normal  course  of  business,  the  Group  is  subject  to  contingencies,  such  as  legal  proceedings  and  claims  that  cover  a  wide  range  of  matters.
Liabilities  for  such  contingencies  are  recorded  when  it  is  probable  that  a  liability  has  been  incurred  and  the  amount  of  the  assessment  can  be
reasonably estimated. If a potential material loss contingency is not probable but is reasonably possible, or is probable but cannot be estimated, the
nature of the contingent liability, together with an estimate of the range of possible loss if determinable and material, is disclosed.

(f)

Fair value measurements

The  Group  utilizes  valuation  techniques  that  maximize  the  use  of  observable  inputs  and  minimize  the  use  of  unobservable  inputs  to  the  extent
possible.  The  Group  determines  fair  value  based  on  assumptions  that  market  participants  would  use  in  pricing  an  asset  or  liability  in  an  orderly
transaction and principal or most advantageous market. When considering market participant assumptions in fair value measurements, the following
fair value hierarchy distinguishes between observable and unobservable inputs, which are categorized in one of the following levels:

•

•

  Level  1  Inputs:  Unadjusted  quoted  prices  in  active  markets  for  identical  assets  or  liabilities  accessible  to  the  reporting  entity  at  the

measurement date.

  Level 2 Inputs: Other than quoted prices included in Level 1 inputs that are observable for the asset or liability, either directly or indirectly,

for substantially the full term of the asset or liability.

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•

  Level 3 Inputs: Unobservable inputs for the asset or liability used to measure fair value to the extent that observable inputs are not available,

thereby allowing for situations in which there is little, if any, market activity for the asset or liability at measurement date.

The level in the fair value hierarchy within which a fair value measurement in its entirety falls is based on the lowest level input that is significant to
the fair value measurement in its entirety. In situations where there is little, if any, market activity for the asset or liability at the measurement date, the
fair  value  measurement  reflects  management’s  own  judgments  about  the  assumptions  that  market  participants  would  use  in  pricing  the  asset  or
liability. Those judgments are developed by management based on the best information available in the circumstances.

(g) Revenue recognition

The Group’s revenue is primarily generated from portfolio training services, research-based learning services, overseas study counselling services and
other  educational  services  through  its  training  centers  in  China.  Revenue  is  recognized  net  of  Value Added  Tax  (“VAT”).  VAT  collected  from
customers, net of VAT paid for purchases, is recorded as a liability in the consolidated balance sheets until paid to the tax authorities.

The  Group  recognizes  revenues  upon  the  satisfaction  of  its  performance  obligation  (upon  transfer  of  control  of  promised  goods  or  services  to
customers) in an amount that reflects the consideration to which the Group expects to be entitled to in exchange for those goods or services, excluding
amounts collected on behalf of third parties (for example, value added taxes).

The transaction price includes variable consideration where the Company’s performance may result in full or partial return of the service fees based on
the  final  outcome  of  the  performance  targets.  The  Company  estimates  the  transaction  price  at  contract  inception  based  on  expected  value  method,
which the Company believes to be better predict with the amount of consideration to which it will be entitled in the contract. In making the estimate of
variable  consideration,  the  Company  applies  judgments  which  are  inherently  subjective.  This  includes  the  assessment  of  the  final  outcome  of  the
performance targets and its historical experience and performance. The amount of estimated variable consideration included in the transaction price is
limited  only  to  the  extent  that  it  is  probable  that  a  significant  reversal  in  the  amount  of  cumulative  revenue  recognized  will  not  occur  when  the
uncertainty associated with the variable condition is subsequently resolved. Management reviews these estimates on a regular basis. Any changes in
these factors which affect the estimated variable consideration and revenue recognized are applied prospectively.

For each performance obligation satisfied over time, the Group recognizes revenue over time by measuring the progress toward complete satisfaction
of that performance obligation. If the Group does not satisfy a performance obligation over time, the performance obligation is satisfied at a point in
time.

The  Group’s  contracts  with  customers  also  include  promises  to  transfer  multiple  services.  For  these  contracts,  the  Group  accounts  for  individual
performance obligations separately if they are capable of being distinct and distinct within the context of the contract. Determining whether products
and  services  are  distinct  performance  obligations  may  require  significant  judgment.  Judgment  is  also  required  to  determine  the  stand-alone  selling
price (“SSP”) for each distinct performance obligation. In instances where SSP is not directly observable, such as when the Group does not sell the
product or service separately, the Group determines the SSP using information that may include market conditions and other observable inputs. For
these contracts with variable consideration, the Group determines that variable consideration is allocated according to the method as described above,
because variable consideration is attributable to all of the performance obligations in a contract.

i)

Portfolio training services

Portfolio  training  services  primarily  consist  of one-on-one  or  small-group  training  at  the  training  centers  or  online  platform  in  which  the
teachers provide guidance to students to practice observational drawing or other forms of art work and finally compile the selected pieces to
form a portfolio.

Individual students select to enroll either in time-based program in which they can take a pre-determined number of hours of training or in a
project-based  program  in  which  they  are  guided  to  complete  a  portfolio  that  usually  consists  of  three  to  five  art  projects.  Revenue  is
recognized over a period of time based on the number of training hours expended and total hours of training under the contract with the student
since the individual student simultaneously receives and consumes the benefits of the portfolio training services as the Group performs. Under
project-based  programs,  the  number  of  hours  of  training  required  to  complete  a  project  is  not pre-determined  and  varies  depending  on  the
background and requirements of individual student. The Group reassesses the total hours of training pursuant to each contract of project-based
program  with  individual  student  on  a  quarterly  basis. Any  adjustments  arising  from  the  changes  of  estimated  training  hours  are  applied
prospectively.

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ii)

Research-based learning services (formerly known as the educational travel services)

The Group provides educational travel services for individual students to bring them art-related experience by providing integration of both
travel and study activities in each educational service contract according to the background of individual students. While the educational travel
services have been significantly impacted by the coronavirus disease (“COVID-19”) during the year 2020, the Group introduced new services
under  the  “research-based  learning  services”,  which  mainly  consist  of  domestic  educational  travel  services,  academic  educational  learning
services,  workshop  experience  services  and  transferrable  credit  courses.  Revenue  is  recognized  when  control  of  the  promised  services  is
transferred to customers in an amount of consideration which the Group expects to be entitled to in exchange for those services.

iii)

Overseas study counselling services

The Group provides overseas study counselling services to students who intend to study abroad on the following aspects, including but not
limited to, customized timetable for applicants, university and program selection, developing paperwork for applications, interview simulation
and enrollment documents preparation.

The Group provides integration and customization of the promised services in each overseas study counselling service contract depending on
the background and requirements of the students and aims to deliver a combined output for counselling service to cover both academic and
practical aspects during the entire process of application. The promised services are highly interdependent and interrelated and are accounted
as  one  performance  obligation,  as  the  promised  services  in  a  contract  are  not  distinct  within  the  context  of  the  contract.  Since  the  students
simultaneously receive and consume the benefits of these services throughout the service period as the Group performs, the Group recognizes
revenue over the counselling service period on the basis of costs incurred to-date to the total estimated costs.

iv)

Other educational services

Other  educational  services  mainly  consist  of  language  training  services,  junior  art  education  services  and in-school  classes  The  Group
recognizes revenues from the other educational services proportionately when the services are delivered.

v)

K-12 education assessment and other services

The Group derives revenues by providing the assessment reports for the test takers to customers. Revenues from education assessment services
are recognized when the Group delivers the reports to customers, which is when the control over the report has been transferred to customers.
Fees received in advance are recorded as deferred revenue when the Group has an obligation to transfer goods or services to a customer for
which the Group has received consideration.

The Group derives content development revenue by designing test model and providing the developed content to customers. Revenues from
content development are recognized when the Group delivers the developed content to customers, which is when the control over the content
has been transferred to customers.

Revenues under this category were mainly contributed by the legacy business from our prior subsidiary of Muhua Shangce Learning Data &
Technology (Beijing) Limited (“Muhua Shangce”), whose equity interests was fully disposed on June 2, 2021 in order to focus on our core
business of international education. See Note 15.

(h) Contract cost

Sales  commissions  to  sales  personnel  and  third-party  agents,  and incentives to  existing  students  for  referred  customers  are  accounted  for  as
incremental cost of obtaining sales contracts from customers and are initially recognized as an amortizable asset in other non-current assets. Contract
cost assets are amortized on the basis consistent with the pattern of the transfer of services to which the assets relate and are included in “sales and
marketing  expenses”  in  the  consolidated  statements  of  comprehensive  income  (loss).  The  amortization  expenses  of  contract  cost  assets  were
RMB7,820,269, RMB14,244,301, and RMB 18,470,625 for the years ended December 31, 2020, 2021 and 2022, respectively.

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(i)

Cost of revenues

Cost of revenues primarily consist of (1) teaching fees, payroll compensation for teaching support and administrative staff from the training centers,
performance-linked bonuses paid to teachers, rental payments for training centers, as well as costs of course materials and teaching aids for portfolio
training services, (2) payroll compensation, outsourcing service costs, lodging and transportation expenses, overseas expenses, and other related costs
which  are  directly  attributable  to  the  provision  of  research-based  learning  services  and  overseas  study  counselling  services,  and  (3)  teaching  fees,
payroll compensation, content development costs, and other related costs, which are directly attributable to the rendering of other educational services
and K-12 education assessment and other services.

(j)

Research and development costs

Research and development costs primarily consist of salaries and benefits for the Group’s research and development personnel, outsourcing services
costs  and  other  costs  relating  to  the  design,  development,  testing  and  enhancement  of  the  technology  systems  in  support  for  the  rendering  of  the
Group’s  products  and  services.  Research  and  development  costs  are  expensed  as  incurred.  Research  and  development  cost  incurred  over  software
developed was primarily for internal use and treated as follows.

The  Group  expenses  all  costs  that  are  incurred  in  connection  with  the  planning  and  implementation  phases  of  the  development  of  software.  Costs
incurred  in  the  development  phase  are  capitalized  and  amortized  over  the  estimated  product  life. No  costs  were  capitalized  for any  of  the  periods
presented.

(k)

Lease

The Group is a lessee in a number of non-cancellable operating leases, primarily for training center and office spaces.

The Group accounts for leases in accordance with ASC Topic 842, Leases (see Note 10) The Group determines if an arrangement is or contains a lease
at contract inception. The Group recognizes a right-of-use (ROU) asset and a lease liability at the lease commencement date.

For  operating  leases,  the  lease  liability  is  initially  and  subsequently  measured  at  the  present  value  of  the  unpaid  lease  payments  at  the  lease
commencement date.

Key estimates and judgments include how the Group determines (1) the discount rate it uses to discount the unpaid lease payments to present value,
(2) lease term and (3) lease payments.

•

  ASC 842 requires a lessee to discount its unpaid lease payments using the interest rate implicit in the lease or, if that rate cannot be readily
determined, its incremental borrowing rate. Generally, the Group cannot determine the interest rate implicit in the lease because it does not
have access to the lessor’s estimated residual value or the amount of the lessor’s deferred initial direct costs. Therefore, the Group generally
uses its incremental borrowing rate as the discount rate for the lease. The Group’s incremental borrowing rate for a lease is the rate of interest
it would have to pay on a collateralized basis to borrow an amount equal to the lease payments under similar terms. Because the Group does
not generally borrow on a collateralized basis, it uses the interest rate it pays on its non-collateralized borrowings as an input to deriving an
appropriate  incremental  borrowing  rate,  adjusted  for  the  amount  of  the  lease  payments,  the  lease  term  and  the  effect  on  that  rate  of
designating specific collateral with a value equal to the unpaid lease payments for that lease.

•

  Lease payments included in the measurement of the lease liability are comprised of fixed payments, including in-substance fixed payments,

owed over the lease term, which includes termination.

The ROU asset is initially measured at cost, which comprises the initial amount of the lease liability adjusted for lease payments made at or before the
lease commencement date, plus any initial direct costs incurred less any lease incentives received. The leases entered into within the Group do not
incur initial direct costs or lease incentives. For operating leases, the ROU asset is subsequently measured throughout the lease term at the carrying
amount of the lease liability, plus unamortized initial direct costs, plus (minus) any prepaid (accrued) lease payments, less the unamortized balance of
lease incentives received. Lease cost is recognized on a straight-line basis over the lease term.

Variable lease payments associated with the Group’s leases are recognized when the event, activity, or circumstance in the lease agreement on which
those  payments  are  assessed  occurs.  Variable  lease  payments  are  presented  as  operating  expense  in  the  Group’s  consolidated  statements  of
comprehensive income (loss) in the same line item as expense arising from fixed lease payments for operating leases.

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ROU  assets  for  operating  lease  are  periodically  reduced  by  impairment  losses.  The  Group  uses  the  long-lived  assets  impairment  guidance  in ASC
Subtopic 360-10, Property, Plant, and Equipment – Overall, to determine whether a ROU asset is impaired, and if so, the amount of the impairment
loss to recognize.

The Group monitors for events or changes in circumstances that require reassessment of its leases. When a reassessment results in the re-measurement
of  a  lease  liability,  a  corresponding  adjustment  is  made  to  the  carrying  amount  of  the  corresponding  ROU  asset  unless  doing  so  would  reduce  the
carrying amount of the ROU asset to an amount less than zero. In that case, the amount of the adjustment that would result in a negative ROU asset
balance is recorded in profit or loss.

Operating lease ROU assets are presented as operating lease right of use assets on the consolidated balance sheet. The current portion of operating
lease  liabilities  is  included  in  lease  liabilities-current  and  the  long-term  portion  is  presented  separately  as  lease liabilities-non-current  on  the
consolidated balance sheets.

The Group has elected not to recognize ROU assets and lease liabilities for short-term leases of training centers and offices that have a lease term of
12  months  or  less.  The  Group  recognizes  the  lease  payments  associated  with  its  short-term  training  centers  and  offices  leases  as  an  expense  on  a
straight-line basis over the lease term.

As of December 31, 2021 and 2022, the Company did not have any finance leases.

(l)

Income taxes

Income taxes are accounted for under the asset and liability method. Under this method, deferred income tax assets and liabilities are recognized for
the  future  tax  consequences  attributable  to  differences  between  the  financial  statement  carrying  amounts  of  existing  assets  and  liabilities  and  their
respective tax bases and tax loss carry forwards. Deferred income tax assets and liabilities are measured using enacted tax rates expected to apply to
taxable income in the years in which those temporary differences are expected to be recovered or settled. The effect on deferred income tax assets and
liabilities of a change in tax rates or tax status is recognized in income in the period that includes the enactment date or the date of change in tax status.
A valuation allowance is provided to reduce the amount of deferred income tax assets if it is considered more likely than not that some portion or all
of the deferred income tax assets will not be realized.

A deferred tax liability is not recognized for the excess of the Company’s financial statement carrying amount over the tax basis of its investment in a
foreign subsidiary, if there exists specific plans for reinvestment of undistributed earnings of a subsidiary which demonstrates that remittance of the
earnings will be postponed indefinitely.

The Group recognizes in the consolidated financial statements the impact of a tax position, if that position is more likely than not of being sustained
upon examination, based on the technical merits of the position. Recognized income tax positions are measured at the largest amount that is greater
than 50% likely of being realized. Changes in recognition or measurement are reflected in the period in which the change in judgment occurs. The
Group’s  accounting  policy  is  to  accrue  interest  and  penalties  related  to  unrecognized  tax  benefits,  if  and  when  required,  as  interest  expense  and  a
component of general and administrative expenses, respectively in the consolidated statements of comprehensive income (loss).

(m) Share-based payment

The Group measures the cost of employee share options and non-vested shares based on the grant date fair value of the award and recognizes that cost
over the period during which an employee is required to provide services in exchange for the award, which generally is the vesting period. For the
graded  vesting  share  options  and non-vested  shares,  the  Company  recognizes  the  compensation  cost  over  the  requisite  service  period  for  each
separately vesting portion of the award as if the award is, in substance, multiple awards. When no future services are required to be performed by the
employee in exchange for an award of equity instruments, and if such award does not contain a performance or market condition, the cost of the award
is  expensed  on  the  grant  date. Awards  granted  to  employees  with  performance  conditions  are  measured  at  fair  value  on  the  grant  date  and  are
recognized as compensation expenses in the period and thereafter when the performance goal becomes probable to achieve. We elect to recognize the
effect of forfeitures as compensation cost when they occur. To the extent the required vesting conditions are not met which leads to the forfeiture of
the share-based awards, previously recognized compensation expenses relating to such awards will be reversed.

When there is a modification of the terms and conditions of an award of equity instruments, the Group calculates the incremental compensation cost of
a modification as the excess of the fair value of the modified award over the fair value of the original award immediately before its terms are modified,
measured  based  on  the  share  price  and  other  pertinent  factors  at  the  modification  date.  For  vested  options,  the  Group  recognizes  incremental
compensation cost in the period the modification occurred. For unvested options, the Group recognizes, over the remaining requisite service period,
the  sum  of  the  incremental  compensation  cost  and  the  remaining  unrecognized  compensation  cost  for  the  original  award  on  the  modification  date.
Cancellations  in  the  vesting  period  are  treated  as  an  acceleration  of  vesting,  and  recognized  immediately  for  the  amount  that  would  otherwise  be
recognized for services over the vesting period.

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When there is a change in the grantee status from an employee to a non-employee, if grantee retains the awards on a change in status and continues to
provide substantive services to the Group, the change in status results in a new measurement date for the unvested awards with compensation costs
measured as if the awards were newly issued to the grantee on the date of the change in status. If grantee retains the awards on a change in status and is
not required to provide substantive services to the grantor subsequent to that change in status, the change in status is, in substance, an acceleration of
the vesting of the arrangement.

(n) Cash and cash equivalents

Cash  and  cash  equivalents  consist  of  cash  on  hand,  cash  in  banks  and  highly  liquid  investments  with  original  maturity  less  than  three  months  and
readily convertible to known amount of cash.

(o) Accounts receivable and loan receivable

Accounts receivable are recognized at invoiced amounts, less an allowance for uncollectible accounts, if any.

In connection with the adoption of ASC 326 Financial Instruments-Credit Losses (the “ASC 326”) on January 1, 2020, the new accounting standard
replaced  the  incurred  loss  impairment  methodology  for  recognizing  credit  losses  with  a  new  methodology  that  requires  recognition  of  lifetime
expected credit losses when a financial asset is originated or purchased, even if the risk of loss is remote, which results in losses being recognized
earlier.  The  new  methodology  (referred  to  as  the  current  expected  credit  losses  model,  or  “CECL”)  applies  to  most  financial  assets  measured  at
amortized  cost,  including  accounts  receivables  and  loan  receivable,  and  requires  consideration  of  a  broader  range  of  reasonable  and  supportable
information to estimate expected credit losses.

(p)

Long-term investments

Equity method investments

The Group applies the equity method to account for an equity interest in an investee over which the Group has significant influence but does not own
a majority equity interest or otherwise control.

Under  the  equity  method  of  accounting,  the  Group’s  share  of  the  investee’s  results  of  operations  is  reported  as  investment  income  (loss)  in  the
consolidated statements of comprehensive income (loss).

The Group recognizes an impairment loss when there is a decline in value below the carrying value of the equity method investment that is considered
to  be  other  than  temporary.  The  process  of  assessing  and  determining  whether  impairment  on  an  investment  is  other  than  temporary  requires  a
significant amount of judgment. To determine whether an impairment is other than temporary, management considers whether it has the ability and
intent to hold the investment until recovery and whether evidence indicating the carrying value of the investment is recoverable outweighs evidence to
the contrary. Evidence considered in this assessment includes the reasons for the impairment, the severity and duration of the decline in value, any
change in value subsequent to the period end, and forecasted performance of the investee.

Other equity investments

In connection with the adoption of ASC321  Investment—Equity  Securities as of January 1, 2018, the Group have elected to apply the measurement
alternative  to  measure  the  equity  investments  that  do  not  have  readily  determinable  fair  values  at  cost,  adjusted  for  changes  resulting  from
impairments  and  observable  price  changes  in  orderly  transactions  for  identical  or  similar  securities  of  the  same  issuer.  The  Group  considers
information in periodic financial statements and other documentation provided by the investees to determine whether observable price changes have
occurred.

The  Group  makes  a  qualitative  assessment  considering  impairment  indicators  to  evaluate  whether  the  equity  investments  without  a  readily
determinable fair value is impaired at each reporting period, and write down to its fair value if a qualitative assessment indicates that the investment is
impaired and the fair value of the investment is less than its carrying value. If an equity security without a readily determinable fair value is impaired,
the Group includes an impairment loss in net income equal to the difference between the fair value of the investment and its carrying amount.

(q)

Property and equipment, net

Property and equipment is stated at historical cost.

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Depreciation is recognized over the following useful lives in straight-line method, taking into consideration the assets’ estimated salvage value:

Building
Computer equipment
Furniture, fixtures and office equipment
Software
Motor vehicles
Leasehold improvements

30 years 
3 to 5 years 
3 to 5 years 
3 to 10 years 
5 years 
The shorter of lease terms and estimated useful lives 

Ordinary maintenance and repairs are charged to expenses as incurred, while replacements and betterments are capitalized. When items are retired or
otherwise disposed of, income is charged or credited for the difference between net book value of the item disposed and proceeds realized thereon.

(r)

Intangible assets

Intangible  assets  mainly  consist  of  externally  acquired  intangible  assets  resulting  from  the  acquisitions  of  entities  and  accounted  for  using  the
acquisition method of accounting, which are estimated by management based on the fair value of assets acquired at the acquisition date. Intangible
assets are amortized on a straight-line basis over their respective estimated useful lives, which range from 1 to 10 years.

The Group has no intangible assets with indefinite useful lives.

(s)

Impairment of long-lived assets, excluding goodwill

Long-lived  assets,  including  property  and  equipment,  intangible  assets,  other non-current  assets  subject  to  amortization  and right-of-use  assets  are
reviewed  for  impairment  whenever  events  or  changes  in  circumstances  indicate  that  the  carrying  amount  of  an  asset  may  not  be  recoverable.  If
circumstances require a long-lived asset or asset group be tested for possible impairment, the Group first compares undiscounted cash flows expected
to be generated by that asset or asset group to its carrying value. If the carrying value of the long-lived asset or asset group is not recoverable on an
undiscounted cash flow basis, an impairment is recognized to the extent that the carrying value exceeds its fair value. Fair value is determined through
various  valuation  techniques  including  discounted  cash  flow  models,  quoted  market  values  and  third-party  independent  appraisals,  as  considered
necessary.

(t)

Goodwill

In  connection  with  the  adoption  of ASU 2017-04,  Intangibles-Goodwill  and  Other  (Topic  350):  Simplifying  the  Test  for  Goodwill  Impairment as  of
January  1,  2020,  the  goodwill  impairment  test  was  simplified  by  comparing  the  fair  value  of  a  reporting  unit  with  its  carrying  amount  and  an
impairment charge is measured as the amount by which the carrying amount exceeds the reporting unit’s fair value. Goodwill is not amortized, but
tested  annually  for  impairment  on  a  qualitative  or  quantitative  basis  for  the  reporting  unit  as  of  December  31,  or  more  frequently  when  events  or
circumstances indicate an impairment may exist at the reporting unit level. When performing the annual impairment test, the Company has the option
of first performing a qualitative assessment to determine the existence of events and circumstances that would lead to a determination that it is more
likely than not that the fair value of a reporting unit is less than its carrying amount. In the qualitative assessment, the Company considers primary
factors such as industry and market considerations, the overall financial performance of the reporting unit, and other specific information related to the
operations.  If  such  a  conclusion  is  reached,  the  Company  would  then  be  required  to  perform  a  quantitative  impairment  assessment  of  goodwill.
However, if the assessment leads to a determination that it is more likely than not that the fair value of a reporting unit is greater than its carrying
amount, then no further assessments are required. A quantitative assessment for the determination of impairment is made by comparing the carrying
amount of the reporting unit with its fair value, which is generally calculated using the discounted cash flow method.

(u) Employee benefit plans

As  stipulated  by  the  regulations  of  the  PRC,  the  Company’s  PRC  subsidiaries  are  required  to  contribute  to  various  defined  contribution  plans,
organized by municipal and provincial governments on behalf of their employees. The contributions to these plans are based on certain percentages of
the  employee’s  standard  salary  base  as  determined  by  the  local  Social  Security  Bureau.  The  Group  has  no  other  obligation  for  the  payment  of
employee benefits associated with these plans beyond the annual contributions described above.

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Employee  benefit  expenses  recognized  under  these  plans  for  the  years  ended  December  31,  2020,  2021  and  2022  are  allocated  to  the  following
expense items.

Cost of revenues
Research and development
Sales and marketing
General and administrative

Total expense due to employee benefit plans

(v)

Earnings (losses) per share

2020
RMB
  3,022,423   
  962,709   
  1,881,648   
  2,576,853   
  8,443,633   

Year Ended December 31,
2021
RMB
  5,989,994   
  1,294,439   
  3,775,110   
  3,810,984   
  14,870,527   

2022
RMB
  6,780,226 
316,293 
  4,199,996 
  3,742,289 
  15,038,804 

Basic  earnings  (losses)  per  share  is  computed  by  dividing  net  income  (losses),  considering  the  accretions  to  redemption  value  of  the  redeemable
non-controlling  interests,  by  the  weighted  average  number  of  common  shares  outstanding  during  the  year  using  the two-class  method.  Under  the
two-class method, any net income (losses) is allocated between common shares and other participating securities based on their participating rights in
undistributed  earnings  (losses).  Net  losses  are  not  allocated  to  participating  securities  when  the  participating  securities  does  not  have  contractual
obligation to share losses. The Company’s certain non-vested shares relating to the share-based awards under the share incentive plan were considered
participating securities since the holders of these securities have non-forfeitable rights to dividends or dividend equivalents (whether paid or unpaid).
The non-vested shares do not have a contractual obligation to fund or otherwise absorb the Group’s losses. Accordingly, any net income is allocated
on  a  pro  rata  basis  to  the  common  shares  and  the non-vested  shares  that  were  considered  participating  securities,  whereas  net  loss  is  allocated  to
common shares only.

Diluted earnings (losses) per share is calculated by dividing net income (losses) adjusted for the effect of dilutive common equivalent shares, if any,
by the weighted average number of common and dilutive common equivalent shares outstanding during the year. Common equivalent shares consist
of common shares issuable upon vesting of the non-vested shares or exercise of outstanding share options (using the treasury stock method). Common
equivalent shares are not included in the denominator of the diluted earnings (losses) per share computation when inclusion of such shares would be
anti-dilutive.

The Group uses net loss as the control number in determining whether the potential common shares are dilutive or anti-dilutive.

(w)

Segment reporting

The  Group’s  chief  operating  decision  maker  has  been  identified  as  the  Chief  Executive  Officer  who  reviews  financial  information  of  operating
segments based on US GAAP amounts when making decisions about allocating resources and assessing performance of the Group. The Group uses
the management approach in determining operating segments. The management approach considers the internal reporting used by the chief operating
decision  maker  for  making  operating  decisions  about  the  allocation  of  resources  and  the  assessment  of  performance  in  determining  the  Group’s
operating segments. The Group classified the operating segments for the years ended December 31, 2020, 2021 and 2022 into (i) Overseas art study
services (ii) Other educational services and (iii) K-12 education assessment and other services. Substantially all of the Group’s operations, customers
and long-lived assets are located in the PRC. Consequently, no geographic information is presented.

(x) Business combination

Business  combinations  are recorded using  the  acquisition  method  of  accounting  in  accordance  with  ASC  topic  805  (“ASC  805”): Business
Combinations. The acquisition method of accounting requires an acquirer to determine the identifiable acquired assets, the liabilities assumed and any
non-controlling  interest  in  the  acquiree  at  the  acquisition  date,  measured  at  their  fair  values  as  of  that  date.  The  consideration  transferred  for  an
acquisition is measured as the aggregate of the fair values at the date of exchange of the assets given, liabilities assumed, equity instruments issued as
well as the contingent considerations as of the acquisition date. The costs directly attributable to the acquisition are expensed as incurred. Identifiable
assets, liabilities and contingent liabilities acquired or assumed are measured separately at their fair value as of the acquisition date, irrespective of the
extent of any non-controlling interests. The excess of (i) the total cost of the acquisition, fair value of the non-controlling interests and acquisition date
fair  value  of  any  previously  held  equity  interest  in  the  acquiree  over  (ii)  the  fair  value  of  the  identifiable  net  assets  of  the  acquiree,  is  recorded  as
goodwill. If the cost of the acquisition is less than the fair value of the net assets of the subsidiary acquired, the difference is recognized directly in
earnings.

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(y)

Recently adopted accounting standards

In  December  2019,  the  FASB  issued ASU 2019-12, Income  Tax  (Topic  740):  Simplifying  the  Accounting  for  Income  Taxes  (“ASU 2019-12”). ASU
2019-12 removes certain exceptions for recognizing deferred taxes for investments, performing intra-period allocation and calculating income taxes in
interim periods. The ASU also adds guidance to reduce complexity in certain areas, including recognizing deferred taxes for goodwill and allocating
taxes  to  members  of  a  consolidated  group.  The  Company  adopted  the  disclosure  requirements  of ASU 2019-12  on  the  Company’s  consolidated
financial statements on January 1, 2021. There was no material impact on the Company’s consolidated financial statements.

(z)

Recently issued accounting standards

In August  2021,  the  FASB  issued ASU 2021-08, Accounting  for  contract  assets  and  contract  liabilities  from  contracts  with  customers  (Topic  805).
AUS 2021-12 addresses diversity and inconsistency related to the recognition and measurement of contract assets and contract liabilities acquired in a
business  combination.  The  ASU  requires  that  an  acquirer  recognize  and  measure  contract  assets  and  contract  liabilities  acquired  in  a  business
combination in accordance with Topic 606, Revenue from Contracts with Customers, rather than fair value. The amendments are effective for annual
and interim reporting periods beginning after December 15, 2022. The Company is currently evaluating the impact of this ASU on the Company’s
consolidated financial statements.

(3) BUSINESS ACQUISITION

In September, 2022, the Group entered into an agreement with Youru (Shanghai) Education Technology Co., Ltd. and its subsidiaries (“Youru”) to
acquire  the  business  of  portfolio  training  and  relevant  consulting  on  fashion  design  through  the  transfer  of  the  workforce,  trademark  and  public
domain. The Group was obligated to deliver the remaining performance obligations of Youru’s existing contracts with the students and assume the
potential  refund  of  the  service  fees.  The  acquisition  was  considered  as  immaterial.  The  Group  recognized  a  goodwill  with  an  amount  of
RMB1,534,529, which was assigned to the reporting unit of overseas art study services.

(4)

PREPAID EXPENSES AND OTHER CURRENT ASSETS

Prepaid expenses and other current assets consist of the following:

VAT-input deductible
Income tax refundable
Advances to employees
Prepaid marketing fee
Advances to suppliers
Other current assets

Total prepaid expenses and other current assets

Other current assets primarily consist of rent deposits and prepaid rent expenses.

F-23

December 31,
2021
RMB

19,317   
131,078   
14,396   
388,902   
595,535   
  1,980,372   
  3,129,600   

December 31,
2022
RMB
565,675 
15,488 
—   
657,764 
761,613 
  2,429,745 
  4,430,285 

 
 
 
 
 
  
   
 
 
  
   
 
  
 
 
  
 
 
  
 
 
  
 
 
  
 
 
  
  
  
  
  
  
 
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(5) LOAN RECEIVABLE, NET

On March 26, 2018, the Company entered into a framework agreement with the selling shareholders of Beijing Biztour International Travel Service
Co., Ltd. (“Beijing Biztour”) in  order  to  acquire  Beijing  Biztour.  Pursuant  to  the  framework  agreement,  the  Company  provided  a  one-year  loan  of
US$2.0 million at an annual interest rate of 8.0% to Beijing Biztour.

The Company had also advanced RMB 7.5 million from August 2018 to February 2019 to fund the operation of Beijing Biztour. On March 6, 2019,
The Company terminated the acquisition of Beijing Biztour because Beijing Biztour and the selling shareholders of Beijing Biztour did not satisfy
certain closing conditions for such acquisition.

The loan receivable became overdue on April 6, 2019. On April 30, 2019, the due dates of loan receivable and other receivables due from Beijing
Biztour were extended to September 30, 2019. The controlling shareholder of Beijing Biztour made a personal guarantee and agreed with certain real
estate  property  mortgage.  The  loan  receivable  and  other  receivables  due  from  Beijing  Biztour  became  overdue  again  since  October  1,  2019.
Management  assessed  the  collectability  of  loan  receivable  and  other  receivables  due  from  Beijing  Biztour  and  used  the  fair  value  of  real  estate
adjusted by the estimated costs to sell to measure impairment and recorded a provision of RMB 17.4 million for the year ended December 31, 2019.
Management deems the likelihood of collecting the outstanding balance of loan receivable and other receivables remote and recorded an impairment
of RMB 5.9 million for the year ended December 31, 2020.

(6) LONG-TERM INVESTMENTS

EEO Group

Total other equity investments

December 31,
2021
RMB

December 31,
2022
RMB

     38,000,000      38,000,000 
     38,000,000      38,000,000 

The  Group  accounts  for  its  equity  investments  that  do  not  have  readily  determinable  fair  value  in  accordance  with  ASC321 Investment—Equity
Securities effective on January 1, 2018, and elected to measure these investments without readily determinable fair value at cost adjusted for changes
resulting from impairments, if any, and observable price changes in orderly transactions for the identical or similar securities of the same issuer.

Prior to January 1, 2019, the Group acquired 7.95% equity interests of ApplySquare Education & Technology Co., Ltd (“ApplySquare”) in exchange
for USD 3,000,000 (equivalent to RMB 19,721,700) in cash. As of January 1, 2019, the carrying amount of the investment in ApplySquare was RMB
22,471,700. As of December 31, 2019, ACG made a qualitative assessment and identified that Applysquare failed to meet the expected milestones
and  operation  forecasts  and  encountered  shortage  of  working  capital  resulted  from  continuous  negative  operating  cash  flows,  which  indicated  that
impairment existed. With the assistance of an independent appraiser, the Company evaluated the fair value of the investment in Applysquare as of
December 31, 2019 and recorded an impairment loss of RMB 20,895,309 based on the valuation result. Due to the severe shortage of working capital
and negative market impact on its business in the year ended December 31, 2020, the Group recognized an impairment loss of RMB 1,576,391  to
reduce the investment to zero.

Prior  to  January  1,  2019,  the  Group  acquired 20%  equity  interests  of  Beijing  Xiaozhi  Education  Technology  Co.,  Ltd.  (“Xiaozhi”)  in  exchange  for
RMB 6,000,000 in cash. According to the shares purchase agreement, ACG has the right to appoint one director. The Company paid RMB 6,000,000
in cash to Xiaozhi in January 2019. The investment is not in-substance common stock due to the liquidation preference feature. During the year ended
December 31, 2021, ACG made a qualitative assessment and identified that Xiaozhi failed to meet the expected milestones and operation forecasts
and encountered shortage of working capital resulted from continuous negative operating cash flows, which indicated that impairment existed. The
Group recognized an impairment loss of RMB 6,000,000 to reduce the investment to zero.

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Long-term  investment  in  Beijing  Futou  Technology  Co.,  Ltd  (“Futou  Technology”)  was  acquired  in  connection  with  the  acquisition  of
Huanqiuyimeng in 2019, which held 15% equity interests in Futou Technology. Due to the severe shortage of working capital and negative market
impact on its business in the year ended December 31, 2020, the Group recognized an impairment loss of RMB 150,000 to reduce the investment to
zero.

Prior to January 1, 2019, the Group acquired 8.33% equity interests of Beijing Empower Education Online Co., Ltd. (“EEO”) in exchange for RMB
38,000,000 in cash.

In July 2020, EEO underwent an internal reorganization pursuant to which the Company exchanged its equity interest in EEO to EEO Group, a newly
established holding company incorporated in Cayman Islands. The equity interests in EEO Group are substantially equivalent to the exchanged equity
interests  in  EEO.  EEO  Group  also  entered  into  two  rounds  of  financing  agreements  with  certain  new  investors  in  July  and  November  2020,
respectively. After the internal reorganization and new financings in 2020, ACG’s equity interest in EEO Group decreased from  8.33%  to 4.822%.
Since the securities issued during new financing arrangements are not identical or similar in terms of rights and obligations to the equity securities held
by the Company, the Company did not adjust the carrying amount of the long-term investments in EEO Group.

On March 30, 2021, EEO Group entered into a financing agreement with a group of new investors. After EEO Group’s new financing, ACG’s equity
shares decreased from 4.822% to 4.433%. Since the securities issued during this new financing arrangements are not identical or similar in terms of
rights and obligations to the equity securities held by the Company, the Company did not adjust the carrying amount of the long-term investments in
EEO Group.

Long-term  investment  in  Beijing  Quanouyimeng  Culture  Communication  Co.,  Ltd.  (“Quanouyimeng”),  an  entity  that  mainly  delivers  foreign
language  training  services,  was  acquired  in  connection  with  the  acquisition  of  Huanqiuyimeng  in  2019,  which  held 100%  equity  interests  in
Quanouyimeng.

On June 10, 2022, the Group entered into a loan agreement with Quanouyimeng and committed to provide an interest free loan up to RMB0.95 million
to Quanouyimeng, pursuant to which, the Group paid RMB0.65 million before September 30, 2022 and the remaining RMB0.30 million in October
2022.

On July 1, 2022, Huanqiuyimeng sold 70% equity interests in Quanouyimeng to its management employee at nil consideration. As a result, the Group
deconsolidated Quanouyimeng as of July 1, 2022 when the Company no longer has a controlling financial interest in Quanouyimeng, by removing its
net  liabilities, writing-off the receivables due from Quanouyimeng and recognizing a disposal gain of RMB682,996  according  to ASC 810-10,  with
the remaining 30% equity interests of Quanouyimeng remeasured at nil fair value. 

(7)

FAIR VALUE MEASUREMENT

The other equity investments without readily determinable fair value are recorded at fair value only if an impairment or observable price adjustment is
recognized  in  the  current  period.  If  an  impairment  or  observable  price  adjustment  is  recognized  on  the  equity  securities  during  the  period,  the
Company will classify these assets as Level 3 within the fair value hierarchy based on the nature of the fair value inputs.

To estimate the fair value of investment in Applysquare as of December 31, 2020, the Group used Discounted Cash Flow Model (“DCF Model”),
which is based on the fair value of the entire invested capital of Applysquare using an income approach. The significant inputs for the valuation model
were  future  cash  flows,  discount  rate,  and  the  comparable  selection  set  of  companies  operating  in  similar  businesses.  The  Group  recorded  an
impairment loss of RMB 1,576,391 for the year ended December 31, 2020 to reduce the investment book value to zero.

F-25

 
 
Table of Contents

To estimate the fair value of investment in Futou Technology as of December 31, 2020, the Group used DCF Model, which is based on the fair value
of the entire invested capital of Futou Technology using an income approach. The significant inputs for the valuation model include, but not limited
to, future cash flows, discount rate, and the comparable selection set of companies operating in similar businesses. The Group recorded an impairment
loss of RMB 150,000 for the year ended December 31, 2020 to reduce the investment book value to zero.

To estimate the fair value of investment in Xiaozhi as of September 30, 2021, the Group used DCF Model, which is based on the fair value of the
entire invested capital of Xiaozhi using an income approach. The significant inputs for the valuation model include, but not limited to, future cash
flows,  discount  rate,  and  the  comparable  selection  set  of  companies  operating  in  similar  businesses.  The  Group  recorded  impairment  loss  of  RMB
6,000,000 for the year ended December 31, 2021 to reduce the investment book value to zero.

To estimate the fair value of investment in Quanouyimeng as of July 1, 2022, the Group used DCF Model, which is based on the fair value of the
entire invested capital of Quanouyimeng using an income approach. The significant inputs for the valuation model include, but not limited to, future
cash flows, discount rate, and the comparable selection set of companies operating in similar businesses. The Group recorded a gain on disposal of
equity interests in Quanouyimeng amounting to RMB 682,996 for the year ended December 31, 2022.

The Group’s other financial instruments consist of cash and cash equivalents, accounts receivable, advances to third parties, employees and suppliers,
which are included in the prepaid expenses and other current assets, loan receivable, net, accrued expenses and other payables and short-term loans,
all of which have a carrying amount that approximate fair value because of the short maturity of these instruments.

The Group did not have any non-financial assets and liabilities that are measured at fair value on a non-recurring basis as of December 31, 2021 and
2022, respectively.

F-26

 
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(8)

PROPERTY AND EQUIPMENT, NET

Property and equipment, net consist of the following:

Building (i)
Computer equipment
Furniture, fixtures and office equipment
Motor vehicles
Software
Leasehold improvements

Less: accumulated depreciation and amortization

Property and equipment, net

December 31,
2021
RMB

December 31,
2022
RMB

  53,049,213       53,049,213 
  2,993,047       2,842,992 
  1,604,816       1,620,039 
  1,469,021       1,469,021 
  1,701,584       1,565,195 
  8,611,042       8,476,176 
  69,428,723       69,022,636 
 (32,924,739)     (36,261,660) 
  36,503,984       32,760,976 

(i)

Huanqiuyimeng  entered  into  a  two-year  Commercial  Loan  Facility  (the  “Facility”)  with  China  Minsheng  Bank  Beijing  Branch.  The  Facility  is
pledged by the real estate property owned by ATA Education, see Note 11 for details.

Total depreciation expense recognized for the years ended December 31, 2020, 2021 and 2022 is allocated to the following expense items:

Cost of revenues
Research and development
Sales and marketing
General and administrative
Other operating income, net

Total depreciation expense

(9) GOODWILL AND INTANGIBLE ASSETS, NET

(a)

Goodwill

2020
RMB
214,133   
240,603   
9,597   
  7,158,056   
398,192   

Year ended December 31,
2021
RMB
397,905   
448,414   
7,984   
  4,937,844   
—     

2022
RMB
817,643 
22,084 
9,674 
  4,267,932 
—   
    8,020,581     5,792,147     5,117,333 

ACG  acquired  100%  equity  interests  of  Huanqiuyimeng  and  its  subsidiaries  in  the  year  of  2019.  This  acquisition  was  accounted  for  under  the
acquisition method of accounting and the excess of fair values of the consideration and non-controlling interests over the fair value of the identifiable
net assets of Huanqiuyimeng is recorded as goodwill of RMB 200,478,795.

In May and August 2020, the Group disposed three campuses in relation to the junior art education service to third parties. A decrease in goodwill of
RMB 5,723,832 allocated to these campuses within the junior art education service was recognized based on the relative fair values of the campuses
being disposed of and the portion of the reporting unit retained.

In July 2022, the Group disposed 70% equity interests of Quanouyimeng in relation to majority of the foreign language training services to a third
party, see Note 6 for details. Nil goodwill was allocated to the disposal group, of which the fair value is determined as nil.

In  September  2022,  the  Group  entered  into  an  agreement  with  Youru.  This  acquisition  was  accounted  for  under  the  acquisition  method  and  the
company recognized a goodwill amounting to RMB1,534,529 accordingly, see Note 3 for details.

The change in the carrying amount of goodwill by reporting unit is as follows:

Balance as of December 31, 2020 and 2021
Add: Acquisition of Youru
Balance as of December 31, 2022

Overseas art study
services
RMB

176,046,647   
1,534,529   
177,581,176   

Other Educational
Services
RMB
18,708,316   
—     
18,708,316   

Consolidate  
RMB
 194,754,963 
  1,534,529 
 196,289,492 

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The Company performs goodwill impairment testing on an annual basis and whenever events or changes in circumstances indicate that the carrying
value of a reporting unit likely exceeds its fair value. This involves estimating the fair value of the reporting units using discounted cash flow models
and the key assumptions used in the valuation models include forecasted revenue growth rates, forecasted operating margins and the discount rate. No
impairment was identified and recorded for fiscal years ended December 31, 2020, 2021 and 2022.

(b)

Intangible assets

The following table summarizes the Company’s intangible assets, as of December 31, 2021 and 2022.

Trademark (i)
Non-compete arrangements (i)

Total intangible assets

Trademark (i)
Non-compete arrangements (i)
Copyright obtained

Total intangible assets

December 31, 2021

Gross
carrying
amount
RMB
  79,000,000   
  56,000,000   
 135,000,000   

Accumulated
amortization
/deduction    

RMB
 (19,091,667)  
 (22,555,555)  
 (41,647,222)  

Impairment   
RMB

—     
—     
—     

Net
carrying
amount
RMB
 59,908,333   
 33,444,445   
 93,352,778   

December 31, 2022

Gross
carrying
amount
RMB
  79,000,000   
  56,000,000   
240,000   
 135,240,000   

Accumulated
amortization
/deduction    

RMB
 (26,991,667)  
 (31,888,889)  
(240,000)  
 (59,120,556)  

Impairment   
RMB

—     
—     
—     
—     

Net
carrying
amount
RMB
 52,008,333   
 24,111,111   
—     
 76,119,444   

Weighted
average
amortization
period
Years

10 
6 

Weighted
average
amortization
period
Years

10 
6 
1 

Total amortization expense recognized for the years ended December 31, 2020, 2021 and 2022 is allocated to the following expense items:

Cost of revenues
General and administrative
Total amortization expense

2020
RMB
  1,850,377   
  20,042,857   
  21,893,234   

Year ended December 31,
2021
RMB

—     
  17,233,333   
  17,233,333   

2022
RMB
240,000 
  17,233,333 
  17,473,333 

(i)

Trademark and Non-compete arrangements were recorded as a result of the acquisition of Huanqiuyimeng businesses.

As of December 31, 2022, the estimated amortization expense for the next five years is as follows:

2023
2024
2025
2026
2027

F-28

   December 31  

RMB
  17,233,333 
  17,233,333 
  13,344,444 
  7,900,000 
  7,900,000 

 
 
 
 
  
 
 
  
   
   
 
 
  
   
   
   
   
 
  
 
 
  
 
 
  
  
  
  
  
 
 
 
 
  
  
  
  
 
 
  
 
 
  
   
   
 
 
  
   
   
   
   
 
  
 
 
  
 
 
  
 
 
 
 
 
  
  
  
  
  
 
 
 
 
  
  
  
  
 
 
  
 
 
  
   
   
 
 
  
   
   
 
  
 
 
  
  
  
  
  
  
  
  
 
 
 
 
  
 
  
  
  
  
  
 
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(10) LEASES

The primary leases that the Group entered into were for training centers and office spaces. Certain leases include renewal options and/or termination
options, which are factored into the Group’s determination of lease payments when appropriate.

As of December 31, 2021, the Company has 33 operating leases for training center and office spaces with remaining terms expiring from 1 through 55
months and a weighted average remaining lease term of 3.08 years. Weighted average discount rates used in the calculation of the lease liability is
6.63%. As of December 31, 2022, the Company has 29  operating  leases  for  training  center  and  office  spaces  with  remaining  terms  expiring  from 1
through 66 months and a weighted average remaining lease term of 2.79 years. Weighted average discount rates used in the calculation of the lease
liability is 6.57%. The discount rates reflect the estimated incremental borrowing rate, which includes an assessment of the credit rating to determine
the rate that the Company would have to pay to borrow, on a collateralized basis for a similar term, an amount equal to the lease payments in a similar
economic environment.

Operating  lease  costs  for  the  years  ended  December  31,  2020,  2021  and  2022  were  RMB 22,998,535,  RMB 21,599,937  and  RMB 18,456,989,
respectively,  which  excluded  cost  of  short-term  contracts.  Short-term  lease  expense,  with  a  lease  term  of  12  months  or  less,  for  the  years  ended
December 31, 2020, 2021 and 2022 were RMB 6,112,893,  RMB 3,248,285  and  RMB 3,412,129, respectively. Short-term lease commitments as of
December 31, 2022 was RMB1,491,306.  There  were no variable lease costs or sublease income for leased assets for the years ended December 31,
2020, 2021 and 2022. 

The impact of ASC 842 on the consolidated balance sheets as of December 31, 2021 and 2022 was as follows:

Operating leases:
Right-of-use assets
Lease liabilities-current
Lease liabilities-non-current

F-29

   December 31,    December 31, 

2021
RMB

2022
RMB

     42,417,409      37,616,541 
     17,351,427      16,920,429 
     23,365,840      19,528,763 

 
 
 
  
   
 
 
  
   
 
     
      
 
 
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Other information related to leases is presented below:

Supplemental cash flow information:
Cash paid for amounts included in measurement of operating leases liabilities
Lease liability arising from obtaining Right-of-use assets

  20,376,826   
  33,360,187   

  21,478,066   
  16,132,735   

  18,669,210 
  14,628,975 

Maturities of lease liabilities under non-cancellable leases as of December 31, 2022 are as follows:

Year ended December 31,
2021
RMB

2022
RMB

2020
RMB

2023
2024
2025
2026
2027
Thereafter
Total undiscounted lease payments
Less: Imputed interest
Total lease liabilities

(11) SHORT-TERM LOANS

Loan Facility

Operating leases 
RMB

17,522,664 
12,278,559 
7,766,713 
1,538,067 
707,828 
128,696 
39,942,527 
(3,493,335) 
36,449,192 

In  May  2022,  Huanqiuyimeng  entered  into  a two-year  Commercial  Loan  Facility  (the  “Facility”)  with  China  Minsheng  Bank  Beijing  Branch  to
borrow up to RMB 20,000,000 at an interest rate, which is subject to potential adjustment based on premium interest rate stipulated by the People’s
Bank of China at the time upon drawing of credit lines to support the working capital need of Huanqiuyimeng. The Facility is pledged by the real
estate  property  owned  by ATA  Education  under  a  two-year  pledge  agreement  among ATA  Education,  Huanqiuyimeng  and  China  Minsheng  Bank
Beijing Branch. For the year ended December 31, 2022, the Group has not withdrawn any line of credit from this loan facility.

Bank borrowings

The Company entered into several short-term bank borrowings in total amount of RMB13,327,000 in 2020 to support operations of Huanqiuyimeng
during the COVID-19 outbreak, which was fully repaid as of December 31, 2021.

Other borrowings

During the year of 2020, to support its daily operations among COVID–19, Muhua Shangce, the majority owned subsidiary of the Group obtained
short-term borrowings from several parties, including: i) the Group’s CEO and Director, Mr. Xiaofeng Ma, in the amount of RMB  631,000 with no
interest; ii) a third-party company, in the amount of RMB 3.0 million at an annual interest rate of 4.35% , which Mr. Xiaofeng Ma has provided a joint
liability guarantee; iii) the CEO of Muhua Shangce in the amount of RMB 1,260,000, among which RMB 500,000 at an annual interest rate of 2.00%
and RMB 760,000 with no interest ; iv) a company controlled by Mr. Xiaofeng Ma in the amount of RMB 500,000 with no interest; v) three third party
companies in the amount of RMB 900,000 with no interest. Muhua Shangce has repaid the CEO of Muhua Shangce and three third party companies in
total amount of RMB1,490,000 in 2020.

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During 2021 and prior to the disposal of Muhua Shangce, a partnership controlled by the Group’s CEO and Director, Mr. Xiaofeng Ma provided a
fourteen-month  interest-free  loan  in  the  amount  of  RMB 700,000  to  Muhua  Shangce.  Muhua  Shangce  also  borrowed  from  its  CEO  for  another
RMB1,210,000,  among  which  RMB 150,000  at  an  annual  interest  rate  of 6.12%  and  RMB 1,060,000  with  no  interest.  In  addition,  Muhua  Shangce
borrowed from three third party companies in the amount of RMB 800,000 with no interest.

As of the selling date of Muhua Shangce in June 2021, the outstanding balance of the above borrowings of RMB 7,511,000 remained unpaid and has
been disposed together with the other assets and liabilities of Muhua Shangce. See Note 15 for details.

(12) ACCRUED EXPENSES AND OTHER PAYABLES

Accrued expenses and other payables consist of the following:

Refund liability*
Accrued payroll and welfare
Accrued test monitoring fees
Accrued professional services expenses
Income taxes payable
Other current liabilities

Total accrued expenses and other payables

December 31,
2021
RMB

December 31,
2022
RMB

     16,126,030      19,976,189 
     19,664,360      20,228,470 
     2,432,153      2,432,153 
     2,658,861      3,791,413 
14,834 
     7,269,910      9,461,451 
     48,174,095      55,904,510 

22,781     

Other current liabilities as of December 31, 2021 and 2022 mainly include accrued advertising and outsourcing fees, value-added tax and other taxes
payable, and other operating expense payable.

*Refund liability represents the estimated amount of refund if a student decides to withdraw from the Group’s programs or services or a full or partial
return of the service fees are repaid to students based on the final outcome of the performance targets and is estimated based on historical experience
and performance.

(13) NET REVENUES

The components of net revenues for the years ended December 31, 2020, 2021 and 2022, are as follows:

Portfolio training services
Research-based learning services
Overseas study counselling services
Other educational services
K-12 education assessment and other services

Net Revenues

2020
RMB
  113,191,386   
4,452,915   
  21,059,645   
  20,025,679   
3,437,922   
  162,167,547   

Year ended December 31,
2021
RMB
  151,433,831   
5,977,438   
  23,623,998   
  21,174,198   
—     
  202,209,465   

2022
RMB
  153,136,274 
3,721,829 
  24,974,973 
  24,657,609 
330,189 
  206,820,874 

K-12 education assessment and other services revenues primarily include K-12 education assessment services and content development services. The
Company no longer provided K-12 education assessment services along with the disposal of Muhua Shangce since June 2, 2021.

Deferred  revenue  is  recorded  when  the  Group  has  an  obligation  to  transfer  goods  or  services  to  a  customer  for  which  the  Group  has  received
consideration from the customer in advance.

F-31

 
 
 
  
   
 
 
  
   
 
    
  
  
  
  
 
 
 
  
 
 
  
   
   
 
 
  
   
   
 
  
  
 
 
 
  
  
  
 
 
 
  
  
  
  
  
  
  
 
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Changes in the deferred revenue balances during the year ended December 31, 2021 and 2022 are as follows:

Fiscal year ended December 31,

2021
RMB

2022
RMB

Balance at of the beginning of the period
Cash received in advance, net of VAT
Acquisition of Youru
Revenue recognized from opening balance of deferred revenue
Revenue recognized from deferred revenue arising during the year
Disposal of equity interests in subsidiaries for deconsolidation
Change of refund liabilities
Balance at of the end of the period

(14)

INCOME TAXES

Cayman Islands and British Virgin Islands

—        

  199,448,112       202,453,092 
  210,709,401       223,388,868 
1,534,529 
 (106,900,106)     (113,271,035) 
  (94,296,098)      (88,928,077) 
(1,609,644) 
(3,850,159) 
  202,453,092       219,717,574 

(3,793,597)     
(2,714,620)     

Under the current laws of the Cayman Islands and the British Virgin Islands, the Group is not subject to any income tax in these jurisdictions.

Hong Kong

ACG  HK  did  not  derive  any  income  that  is  subject  to  Hong  Kong  profits  tax  for  the  taxable  years  ended  December  31,  2020,  2021  and  2022.
Accordingly, no provision for Hong Kong profits tax was required.

People’s Republic of China

The Company’s consolidated PRC entities file separate income tax returns.

Under  the  Enterprise  Income  Tax  Law  (“EIT  Law”),  the  statutory  income  tax  rate  is 25%  effective  from  January  1,  2008.  Entities  that  qualify  as
“high-and-new technology enterprises eligible for key support from the State” (“HNTE”) are entitled to a preferential income tax rate of 15%. If an
HNTE enterprise no longer satisfies the related accreditation criteria, its certificate will be cancelled and it will cease to be entitled to the related tax
incentives.

The Company’s PRC entities are subject to income tax at 25%, unless otherwise specified.

In December 2008, ATA Education received approval from the tax authority that it qualified as an HNTE. The certificate entitled ATA Education to
the preferential income tax rate of 15% effective retroactively from January 1, 2008 to December 31, 2010. In October 2011, ATA Education received
approval from the tax authority on its renewal as an HNTE which entitled it to the preferential income tax rate of 15% effective retroactively from
January  1,  2011  to  December  31,  2013.  In  October  2014  and  2017, ATA  Education  received  approval  from  the  tax  authority  on  its  renewal  as  an
HNTE, which entitled it to the preferential income tax rate of 15% effective from January 1, 2014 to December 31, 2016 and from January 1, 2017 to
December 31, 2019, respectively. In December 2020, ATA Education received approval from the tax authority on its renewal as an HNTE, which
entitled it to the preferential income tax rate of 15% effective retroactively from January 1, 2020 to December 31, 2022.

In December 2009, Muhua Shangce received approval from the tax authority that it qualified as an HNTE. The certificate entitled it to the preferential
income tax rate of 15% effective retroactively from January 1, 2009 to December 31, 2011. In July 2012, Muhua Shangce received approval from the
tax authority on its renewal as an HNTE which entitled it to the preferential income tax rate of 15% effective from January 1, 2012 to December 31,
2014. In November 2015 and October 2018, Muhua Shangce received approval from the tax authority on its renewal as an HNTE, which entitled it to
the  preferential  income  tax  rate  of 15%  effective  from  January  1,  2015  to  December  31,  2017  and  from  January  1,  2018  to  December  31,  2020,
respectively. Muhua Shangce was no longer consolidated into the Group after the disposal of its entire equity interests on June 2, 2021. See Note 15.

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The EIT Law and its relevant regulations impose a withholding tax at 10% for earnings generated beginning January 1, 2008, unless reduced by a tax
treaty or agreement, for dividends distributed by a PRC-resident enterprise to its immediate holding company outside the PRC. Undistributed earnings
generated prior to January 1, 2008 are exempt from withholding tax. As of December 31, 2021 and 2022, the Company has not accrued income taxes
on earnings of RMB2,820,818 and RMB 2,486,972 respectively, generated by its PRC consolidated entities, as the Company plans to reinvest these
earnings  indefinitely  in  the  PRC.  The  unrecognized  deferred  income  tax  liability  related  to  these  earnings  was  RMB 282,082  and  RMB248,697,
respectively as of December 31, 2021 and 2022.

Loss before income taxes were generated in the following jurisdictions:

Year Ended December 31,
2021
RMB

2020
RMB

2022
RMB

Cayman Islands and British Virgin Islands
PRC
Hong Kong

Loss before income taxes

  (15,482,426)     (18,488,181)    
(7,206,659) 
  (95,351,791)     (19,442,469)     (47,256,605) 
(52,351) 
 (110,853,584)     (37,949,694)     (54,515,615) 

(19,367)    

(19,044)    

Income tax expense (benefit) recognized in the consolidated statements of comprehensive income (loss) consists of the following:

Year Ended December 31,
2021
RMB

2020
RMB

2022
RMB

PRC
Current income tax expense
Deferred income tax benefit

Total income tax benefit

14,402     

130,635 
 (10,283,238)    (1,562,358)     (6,052,019) 
 (10,268,836)    (1,539,577)     (5,921,384) 

22,781     

The actual income tax expense (benefit) reported in the consolidated statements of comprehensive income (loss) differs from the respective amount
computed by applying the PRC statutory income tax rate of 25% for each of the years ended December 31, 2020, 2021 and 2022 to earnings before
income taxes due to the following: 

Computed “expected” income tax expenses (benefit)
Increase in valuation allowance
Entities not subject to income tax
Non-deductible expenses
Entertainment
Share-based compensation
Other non-deductible expenses

Additional deduction of research and development costs
Disposal of equity interests in subsidiaries
Other

Actual income tax benefit

2020
RMB

Year Ended December 31,
2021
RMB
 (27,713,394)     (9,487,423)    (13,628,904) 
  11,770,037     10,531,372      6,084,383 
  3,445,048      1,691,406      1,429,868 

2022
RMB

226,312     
444,196     

280,436     
259,993     

192,298 
364,939 
  1,634,539      3,927,212      1,625,037 
—   
—        (8,385,539)     (1,577,200) 
(411,805) 
 (10,268,836)     (1,539,577)     (5,921,384) 

(236,436)    

(288,502)    

(120,598)    

212,928     

The applicable PRC statutory income tax rate is used since the Group’s taxable income is generated in the PRC.

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The  tax  effects  of  the  Group’s  temporary  differences  that  give  rise  to  significant  portions  of  the  deferred  income  tax  assets  and  liabilities  are  as
follows:

December 31,
2021
RMB

December 31,
2022
RMB

Deferred income tax assets:
Tax loss carry forwards
Impairment and investment loss of long-term investments
Lease liabilities
Intangible assets and other non-current assets
Provision for loan receivable and other receivables
Accrued expenses and other payables
Property and equipment, net
Donation

Total gross deferred income tax assets

Less: valuation allowance

Total deferred income tax assets, net

Deferred income tax liabilities:
Intangible assets
Right-of-use assets
Contract cost assets

Total gross deferred income tax liabilities
Net deferred income tax liabilities

The movements of the valuation allowance are as follows:

Balance at the beginning of the period
Additions
Reduction due to expiration of temporary difference
Reduction as a result of deconsolidation of subsidiaries
Balance at the end of the period

945,446     

     27,926,708      34,562,809 
     10,523,946      10,598,946 
     10,179,317      9,112,298 
405,191 
     1,887,015      2,927,994 
     2,818,170      3,652,004 
53,301 
     7,500,000      5,000,000 
     61,862,114      66,312,543 
    (48,897,848)    (51,769,696) 
     12,964,266      14,542,847 

81,512     

     23,338,194      19,029,861 
     9,838,270      8,721,522 
     4,719,124      5,670,767 
     37,895,588      33,422,150 
     24,931,322      18,879,303 

2020
RMB

2022
RMB

Year Ended December 31,
2021
RMB
 44,713,570      56,172,945     48,897,848 
 11,770,037      10,531,372      6,084,383 
—        (2,500,000) 
(712,535) 
 56,172,945      48,897,848     51,769,696 

(310,662)    (17,806,469)    

—       

As of December 31, 2022, the valuation allowance of RMB 51,769,696 was related to the deferred income tax assets of PRC entities which were in
loss position.

As of December 31, 2022, the Group had tax loss carry forwards for PRC income tax purpose of RMB 138,251,236, of which RMB 1,361,508, RMB
6,363,372, RMB 9,497,471, RMB 3,920,683, RMB 28,317,935, nil, RMB 28,305,140, RMB 23,594,429, RMB 16,581,088, and RMB 20,309,610 will
expire if unused by December 31, 2023, 2024, 2025, 2026, 2027, 2028, 2029, 2030, 2031 and 2032, respectively.

For the years ended December 31, 2020, 2021 and 2022, the Group had no unrecognized tax benefits, and thus no related interest and penalties were
recorded. Also, the Group does not expect that the amount of unrecognized tax benefits will significantly increase within the next twelve months.

According  to  the  PRC  Tax  Administration  and  Collection Law,  the  statute  of  limitation  is three  years  if  the  underpayment  of  taxes  is  due  to
computational errors made by the taxpayer or the withholding agent. The statute of limitation is extended to five years under special circumstances
where the underpayment of taxes is more than RMB 100,000. In the case of transfer pricing issues, the statute of limitation is ten years. There is no
statute of limitation in the case of tax evasion. The income tax return of each of the Company’s PRC consolidated entities is subject to examination by
the relevant tax authorities for the calendar tax years beginning 2018.

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(15) NON-CONTROLLING INTERESTS

(a)

Redeemable non-controlling interests

In  February  2017, two  third-party  investors  (“the  investors”)  acquired 20%  of  the  equity  interest  of  Muhua  Shangce  at  a  consideration  of  RMB
34,000,000. The investors have the right to ask Muhua Shangce to purchase back part or all of the equity interest if Muhua Shangce does not achieve a
qualified IPO within 6 years, as defined by the investment agreement, at the redemption price of RMB 34,000,000 plus 8% of interest for the period
from February 2017 to the date of redemption. The redeemable non-controlling interest was recorded outside permanent equity as mezzanine equity-
redeemable non-controlling interests in the consolidated balance sheets and initially recorded at the carrying value of RMB 34,000,000. The amount
presented in redeemable non-controlling interest should be the greater of the non-controlling interest balance after attribution of net income or loss of
the subsidiary and related dividends to the non-controlling interest or the amount of redemption value.

On  September  26,  2019,  Muhua  Shangce  entered  into  a  new  financing  agreement  with  its  redeemable non-controlling  interests  holder,  Muhua
Investment,  and  received  cash  of  RMB 5,000,000  on  September  29,  2019. After  Muhua  Shangce’s  new  financing, ACG’s  equity  shares  decreased
from 56% to 54.6% and ACG still has control of Muhua Shangce.

The investor who made this new investment, has the right to ask Muhua Shangce to purchase back up to 50% of the new equity interests if Muhua
Shangce does not achieve a qualified IPO within 5 years, as defined by the investment agreement, at the redemption price of RMB 2,500,000 plus 8%
of interest for the period from September 2019 to the date of redemption. The redeemable non-controlling interest was recorded outside permanent
equity  as  mezzanine  equity-  redeemable non-controlling  interests  in  the  consolidated  balance  sheets  and  initially  recorded  at  the  carrying  value  of
RMB 2,500,000.  The  amount  presented  in  redeemable non-controlling  interest  should  be  the  greater  of  the non-controlling  interest  balance  after
attribution of net income or loss of the subsidiary and related dividends to the non-controlling interest or the amount of redemption value.

On June 2, 2021, ATA Education sold all its  54.6% equity interests in Muhua Shangce to CEO of Muhua Shangce and certain other non-controlling
shareholders at nil consideration. On the same day, the registration for change of shareholders has been completed in local industrial and commercial
administration authority.

As a result of the above transaction, the Company deconsolidated Muhua Shangce as of June 2, 2021 when the Company no longer has a controlling
financial interest in Muhua Shangce, by removing its net assets and recognizing a gain or loss in net income per ASC810-10. In addition, previously
recorded adjustments of RMB 24,310,333 to the carrying amount of redeemable non-controlling interests from the application of Section 480-10-S99
are eliminated in the same manner as which they were initially recognized.

The following table presents balance of the Mezzanine Equity as of December 31, 2020 and as of the period-end prior to its disposal in the year of
2021.

Balance as of January 1, 2020

Less: Comprehensive loss attributable to redeemable non-controlling interests during the

year

Accretion of redeemable non-controlling interests
Balance as of December 31, 2020

Less: Comprehensive loss attributable to redeemable non-controlling interests during the

period

Accretion of redeemable non-controlling interests
Balance as of June 2, 2021

RMB
 44,896,428 

  (2,582,632) 
  6,184,572 
 48,498,368 

(714,121) 
  2,283,089 
 50,067,336 

(b)

Non-redeemable non-controlling interests

On October 26, 2018, Board of Directors approved that 24% of the equity shares of Muhua Shangce was transferred to a limited partnership named
Ningbo Meishan Bonded Port Area Zunming Investment Management Center (Limited Partnership) (“Limited Partnership”) from ATA Education at
a consideration of RMB 1,500,000. The consideration has been fully paid to ATA Education by the Limited Partnership on December 26, 2018.

As a result of the new investment made in 2019 to Muhua Shangce as stated above, 50% of the new investment, amounting to RMB 2,500,000, which
does  not  represent  redeemable non-controlling interests, was recorded under non-redeemable non-controlling  interests.  The  relevant non-controlling
interests retained was disposed along with the sale of equity interests in Muhua Shangce.

Muhua Shangce generated pretax losses of RMB 12,446,417, and RMB 3,441,545 for the years ended December 31, 2020 and the period before its
disposal in 2021, respectively, of which RMB 6,795,744, and RMB 1,879,084 were attributed to the Company.

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Upon  the  disposal  of  Muhua  Shangce,  the  Company  recorded  a  gain  amounting  to  RMB33,542,154 for  the  year  ended  December  31,  2021.  The
calculation of the Company’s disposal gain is included in the following.

Cash consideration received from the disposal of Muhua Shangce
Add: Carrying value of redeemable non-controlling interests in Muhua Shangce
Add: Carrying value of non-redeemable non-controlling interests of Muhua Shangce
Subtotal
Less: Carrying value of net liabilities before disposal
Gain from the disposal of Muhua Shangce

RMB

—   
  25,757,003 
  (4,423,059) 
  21,333,944 
 (12,208,210) 
  33,542,154 

(16) SEGMENT INFORMATION

The  Group’s  chief  operating  decision  maker  has  been  identified  as  the  Chief  Executive  Officer  who  reviews  consolidated  results  when  making
decisions about allocating resources and assessing performance of the Group. The Group uses the management approach to determine the operating
segments. The management approach considers the internal organization and reporting used by the Group’s chief operating decision maker for making
decisions,  allocating  resources  and  assessing  the  performance.  There  are  no  inter-segment  revenue  transactions  and,  therefore,  revenues  are  only
generated from external customers. The accounting policies of the segments are the same as those used by the Group.

For the years ended December 31, 2020, 2021 and 2022, the Group classified the operating segments into (i) Overseas art study services (ii) Other
educational services and (iii) K-12 education assessment and other services.

Overseas art study services and Other educational services have been identified as two separate reportable segments, as the two operating segments
have  met  the  quantitative  threshold  of 10  percent  to  be  considered  reportable  respectively.  The K-12  education  assessment  and  other  services  are
reported as others because revenue from reportable segments of Overseas art study services and Other educational services exceeds 75 percent of the
total consolidated net revenues and management determines that no further reportable segments need to be identified and disclosed.

Furthermore, the Group’s chief operating decision maker evaluates performance based on each reporting segment’s net revenue, operating cost and
expenses, and income (loss) from operations. There are no separate segment assets and segment liabilities information provided to the Group’s Chief
Executive Officer, as he does not use this information to allocate resources or evaluate the performance of the segments.

The following table presents selected financial information relating to the Group’s segments:

For the year ended December 31, 2022:

Net revenues
Operating cost and expenses:
Cost of revenues
Research and development
Selling and marketing
Unallocated corporate expenses*

Total operating cost and expenses
Other operating income, net
Income (Loss) from operations
Unallocated other income, net
Loss before income taxes

For the year ended December 31, 2021:

Net revenues
Operating cost and expenses:
Cost of revenues
Research and development
Selling and marketing
Unallocated corporate expenses*

Total operating cost and expenses
Other operating income, net
Income (Loss) from operations
Unallocated other income, net
Loss before income taxes

Overseas art study
services
RMB

181,833,076   

Other educational
services
RMB
24,657,609    

Others
RMB
330,189    

Consolidated  
RMB
 206,820,874 

92,389,567   
5,903,055   
69,398,473   
—     
167,691,095   
—     
14,141,981   

11,552,359    
—      
5,736,053    
—      
17,288,412    
—      
7,369,197    

373,930    
887,736    
131,200    
—      
  1,392,866    
16,515    
 (1,046,162)   

 104,315,856 
  6,790,791 
  75,265,726 
  77,051,580 
 263,423,953 
16,515 
  (56,586,564) 
  2,070,949 
  (54,515,615) 

Overseas art study
services
RMB

181,035,267   

Other educational
services
RMB
21,174,198    

Others
RMB

—      

Consolidated  
RMB
 202,209,465 

81,964,815   
4,176,398   
60,436,932   
—     
146,578,145   
—     
34,457,122   

14,154,713    
3,148,402    
5,598,532    
—      
22,901,647    
—      
(1,727,449)   

  1,294,387    
  4,476,745    
113,996    
—      
  5,885,128    
22,018    
 (5,863,110)   

  97,413,915 
  11,801,545 
  66,149,460 
  93,256,046 
 268,620,966 
22,018 
  (66,389,483) 
  28,439,789 
  (37,949,694) 

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For the year ended December 31, 2020:

Net revenues
Operating cost and expenses:
Cost of revenues
Research and development
Selling and marketing
Unallocated corporate expenses*
Impairment loss of intangible assets and other non-current assets
Provision for loan receivable and other receivables

Total operating cost and expenses
Other operating income, net
Income (Loss) from operations
Unallocated other loss, net
Loss before income taxes

Overseas art study
services
RMB

138,703,946   

Other educational
services
RMB
20,025,679   

Others
RMB
  3,437,922   

Consolidated  
RMB
  162,167,547 

83,972,820   
1,834,597   
49,804,055   
—     
—     
—     
135,611,472   
167,016   
3,259,490   

9,954,371   
150,622   
3,266,430   
—     
—     
—     
13,371,423   
94,340   
6,748,596   

  4,593,836   
  6,847,269   
429,566   
—     
  3,120,425   
  5,904,305   
  20,895,401   
68,868   
 (17,388,611)  

  98,521,027 
8,832,488 
  53,500,051 
  100,097,849 
3,120,425 
5,904,305 
  269,976,145 
330,224 
 (107,478,374) 
(3,375,210) 
 (110,853,584) 

*

Unallocated corporate expenses represent the general and administrative expenses for the years ended December 31, 2020, 2021 and 2022.

Majority of the Group’s operations, customers and long-lived assets are located in the PRC. Consequently, no geographic information is presented.

(17) SHARE-BASED COMPENSATION 

2008 Share incentive plan

On January 7, 2008, the Company adopted a share incentive plan (the “2008 Plan”), pursuant to which the Company is authorized to issue options and
other share-based awards to officers, employees, directors and consultants of the Group to purchase up to 336,307 of its common shares, plus, unless
the board of directors determines a lesser amount, an annual increase on January 1 of each calendar year beginning in 2009 equal to the lesser of 1)
one percent of the number of shares issued and outstanding on December 31 of the immediately preceding calendar year, and 2) 336,307 shares (the
“replenish terms”). The 2008 Plan expires in ten years. Options awards provide for accelerated vesting if there is a change in control (as defined in the
2008 Plan). On December 30, 2016, the Company amended the 2008 Plan to increase the number of Common Shares of the Company reserved for
issuance  to 5,726,763  shares  and  extend  the  plan  together  with  the  replenish  terms  for ten years  from  December  30,  2016  (the  “Amendment  and
Restatement of 2008 Plan”). On October 26, 2018, the Company amended and restated the Amendment and Restatement of 2008 Plan to increase the
number  of  Common  Shares  the  Company  reserved  for  issuance  to 6,965,846  shares,  extend  its  terms  to  last  till  October  25,  2028  and  change  the
number of common shares automatically added to the option pool on each calendar year during its term to an amount equal to the lesser of (i) one
percent of the total number of common shares issued and outstanding on December 31 of the immediately preceding calendar year, or (ii) such number
of common shares as may be established by the board of directors (the “Second Amendment and Restatement of 2008 Plan”). As of December 31,
2022, 9,301,934 shares were reserved for issuance under the Second Amendment and Restatement of 2008 Plan.

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Under  the  2008  Plan  (including  the  original  and  both  versions  of  the Amendment  and  Restatement),  share  options  are  generally  granted  with  25%
vesting  on  the  first  anniversary  of  the  grant  date  and  the  remaining 75%  vesting  ratably  over  the  following 36  months,  unless  a  shorter  or  longer
duration is established at the time of the option grant. Share options are granted at an exercise price equal to or as an average over a certain number of
trading days of the fair market value of the Company’s share at the date of grant and expire 10 years from the grant date, unless a shorter or longer
expiration period is specified.

Under the 2008 Plan (including the original and both versions of the Amendment and Restatement), non-vested  shares  are  generally  granted  with  a
graded  vesting  as  to 25%  at  the  end  of  each  year  from  the  grant  date  over 4  years,  or  with  certain  percentage  vesting  on  the  grant  date  or  first
anniversary of the grant date and the remaining portion vesting ratably over the following 36 months, unless a shorter or longer duration is established
at the time of the grant.

For the graded vesting share options and non-vested shares, the Company recognizes the compensation cost over the requisite service period for each
separately vesting portion of the award as if the award is, in substance, multiple awards.

In January 2017, 2,700,000 non-vested shares were granted to employees and officers with a graded vesting as to 25% at the end of each year from the
grant date over 4 years and 900,000 share options were granted to Company’s employees and officers, 25% of the options vest on the first anniversary
of the grant date with the remaining 75% vesting evenly over the following 36 months. The exercise price of these options is USD 1.705 per common
share.

In  August  2017, 50,000  share  options  were  granted  to  an  employee, 25%  of  the  options  vest  on  the  first  anniversary  of  the  grant  date  with  the
remaining 75% vesting evenly over the following 36 months. The exercise price of these options is USD 2.35 per common share.

In  July  2018, 129,168  share  options  and 1,262,250 non-vested  shares  were  cancelled  in  connection  with  the ATA  Online  Sale  Transaction.  RMB
6,753,771 compensation costs were accelerated and recognized for the year ended December 31, 2018.

In  November  2018, 1,772,584  share  options,  including 1,215,114  vested  share  options  and 557,470  non-vested  share  options  were  cancelled  in
accordance  with  the  board  of  directors’  resolutions.  RMB  877,321  of  compensation  costs  were  accelerated  and  recognized  for  the  year  ended
December 31, 2018.

In  November  2018, 1,452,600  share  options  were  issued  to  certain  employees  and  officers  with 4  years’  service  condition  and  annual  performance
targets for the year 2018, 2019, 2020 and 2021, among which 363,150 share options were granted in November 2018 and the remaining portion will
be  granted  when  the  employee  knows  the  specific  performance  target.  As  the  performance  condition  for  the  year  2018  was  not  achieved,  no
compensation  cost  was  recognized  for  these  share  options.  In  addition, 690,000  share  options  were  granted  to  employees  and  officers,  with 25%
vesting on the first anniversary of the  grant  date  and  the  remaining 75%  vesting  ratably  over  the  following 36  months.  The  exercise  price  of  these
options is USD 0.578 per common share. In addition, 800,000 non-vested shares were granted to directors, with 25% vesting on the first anniversary of
the grant date and the remaining 75% vesting ratably over the following 36 months.

In December 2018, 1,772,584 shares were granted to employees and officers, among which 1,412,336 shares vested immediately on the grant date and
the remaining shares vested for a period from January 1, 2019 to September 1, 2021.

In January and March 2019, 50,000 and 20,000 share options were granted to employees and officers, with 25% vesting on the first anniversary of the
grant date and the remaining 75% vesting ratably over the following 36 months. The exercise prices of these two tranches options are USD 0.4868 and
USD 0.532 per common share respectively.

In  2019, 1,698,790  share  options  with  exercise  price  at  USD 1.2611  per  common  share  were  issued  to  certain  officer  with  service  condition  and
specific performance target, among which 424,698 share options (the “First Tranche”) were granted on March 25, 2020 and vested on April 1, 2022;
424,698 share options (the “Second Tranche”) were granted on March 25, 2022 and vested on April 1, 2023. The remaining has not been granted since
the performance condition target has not yet been approved.

In  November  2020, 842,000  share  options  with  exercise  price  at  USD 0.5697  per  common  share  were  issued  to  certain  employees  with  service
condition  and  specific  performance  target,  among  which 181,750  share  options  (the  “First Tranche-A”)  and 173,002  share  options  (the  “Second
Tranche-A”) were granted on April 15, 2021 and April 15, 2022, respectively. The remaining portion will be granted when the specific performance
target  is  established  and  there  is  mutual  understanding  of  the  terms  of  the  award. 46,050  share  options  among  the  First Tranche-A  has  met  the
performance condition set forth in the grant agreements and vested on June 30, 2022. 57,250 share options among the Second Tranche-A has met the
performance condition set forth in the grant agreements and has vested on April 1, 2023.

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In November 2020, 310,000 restricted shares were issued to certain employees with service condition and specific performance target, among which
77,500 shares (the “First Tranche-B”) and 77,500 shares (the “Second Tranche-B”) were granted on April 15, 2021 and April 15, 2022, respectively.
The  remaining  portion  will  be  granted  when  the  specific  performance  target  is  established  and  there  is  mutual  understanding  of  the  terms  of  the
award. 16,000 shares among the First Tranche-B has met the performance condition set forth in the grant agreements vested on June 30, 2022 and
24,750 shares among the Second Tranche-B has met the performance condition set forth in the grant agreements and vested on April 1, 2023.

In  February  2022, 200,000  share  options  with  exercise  price  at  USD 0.79 per common share were granted to certain officer with service condition,
with one fourth of the total number vesting on each of the first, second, third and fourth anniversary date of the grant date.

273,000  restricted  shares  were  granted  to  an  employee  with  service  condition  on  October  27,  2022,  among  which 40%  of  the  shares  shall  vest  on
October 27, 2023, 40% on October 27, 2024 and the remaining on October 27, 2025.

Other than the restricted shares issued in November 2020 and October 2022, the restricted shares were awarded with non-forfeitable dividend rights
before vesting.

A summary of the share options activities for years ended December 31, 2020, 2021 and 2022:

Outstanding as of December 31, 2019
Granted
Exercised
Forfeited
Cancelled
Expired
Outstanding as of December 31, 2020
Granted
Exercised
Forfeited
Cancelled
Expired
Outstanding as of December 31, 2021
Granted
Exercised
Forfeited
Cancelled
Expired
Outstanding as of December 31, 2022
Vested and expected to vest as of December 31, 2022

Exercisable as of December 31, 2022

shares

Number of     

     Weighted   
average    
exercise    
USD    
0.75   
1.26   
  —     
  —     
  —     
  —     
1.01   
0.57   
0.58   
0.57   
  —     
  —     
1.02   
0.99   
0.58   
0.97   
  —     
  —     
1.03   
1.03   

  402,500    
  424,698    
—      
—      
—      
—      
  827,198    
  181,750    
(62,416)   
  (135,700)   
—      
—      
  810,832    
  797,700    
(53,538)   
  (178,252)   
—      
—      
 1,376,742    
 1,376,742    

  693,544    

0.99   

Weighted    
remaining    
contractual   
years

Aggregate 
Intrinsic  
Value
USD  

6.95   

6.46   

  20,819 

  16,855 

The  aggregate  intrinsic  value  of  options  outstanding  and  exercisable  at  December  31,  2022,  was  determined  based  on  the  closing  price  of  the
Company’s common shares on December 31, 2022.

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Information relating to options outstanding and exercisable as of December 31, 2022 is as follows:

    Number of    
Shares

Options outstanding as of December 31, 2022
Exercise
Price
    per Share      
USD

Remaining
    Contractual    
Life
Years

208,496  
16,800  
849,396  
102,050  
200,000  
1,376,742  

0.58  
0.53  
1.26  
0.57  
0.79  
1.03  

5.85   
6.21   
6.60   
8.01   
9.11   
6.95   

Options exercisable as of December 31, 2022

Number
    of Shares      

208,496  
15,550  
424,698  
44,800  

693,544  

Exercise
Price
    per Share       
USD

Remaining
    Contractual    
Life
Years

0.58   
0.53   
1.26   
0.57   

0.99   

5.85  
6.21  
6.60  
8.01  

6.46  

The Company calculated the fair value of the share options on the grant date, for the years ended December 31, 2020, 2021 and 2022, using the Black-
Scholes-Merton pricing valuation model. The assumptions used in the valuation model are summarized as follows:

Expected dividend yield
Expected volatility
Expected term
Risk-free interest rate (per annum)

2020    
0%   
  57%   
  6.04   
  0.67%   

2021    
0%   
  70%   
  5.40   
  0.90%   

0% 
67% 
4.17/4.79/6.25 
  2.08%/2.78%/1.84% 

Year Ended December 31,
2022

The expected volatility was based on the historical volatilities of the Company. The expected term was related to the period of time the options are
expected to be outstanding. The risk-free rate for periods within the contractual life of the option is based on the United States treasury yield curve in
effect at the time of grant.

Compensation expense  recognized  for  share  options  for  the  year  ended  December  31,  2020,  2021  and  2022  is  allocated  to  the  following  expense
items:

Cost of revenues
Research and development
Sales and marketing
General and administrative

Total share-based compensation expense

Year Ended December 31,
2021
RMB    
  62,224   
6,944   
6,806   
  476,435   
  552,409   

2022
RMB
59,874 
4,785 
35,546 
  935,582 
  1,035,787 

2020
RMB    
  —     
  —     
  —     
 316,815   
 316,815   

The weighted-average grant-date fair value of share options granted in 2020, 2021 and 2022 were USD 0.13, USD 1.20  and  USD 0.31, respectively.
The total intrinsic value of share options exercised by the Group’s employees during the years ended December 31, 2020, 2021 and 2022 were nil,
USD 58,268 and USD 29,532, respectively.

As of December 31, 2022, RMB 540,610 of total unrecognized compensation expense related to non-vested share options is expected to be recognized
over a weighted average period of approximately 2.14 years.

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Non-vested shares

A summary of the non-vested shares activities for the year ended December 31, 2020, 2021 and 2022 is presented below:

Outstanding at December 31, 2019
Granted
Vested
Forfeited
Cancelled
Outstanding at December 31, 2020
Granted
Vested
Forfeited
Cancelled
Outstanding at December 31, 2021
Granted
Vested
Forfeited
Cancelled
Outstanding at December 31, 2022

Weighted
average
grant
date fair
value
USD  
  0.933 
  —   
  1.043 
  0.907 
  —   
  0.955 
  1.545 
  1.112 
  1.545 
  —   
  0.671 
  0.841 
  0.671 
  0.615 
  —   
  0.881 

Number
of shares     

 1,102,136    
—      
  (484,678)   
(14,370)   
—      
  603,088    
77,500    
  (419,752)   
(61,500)   
—      
  199,336    
  350,500    
  (199,336)   
(52,750)   
—      
  297,750    

The  total  fair  value  of  shares  vested  during  the  years  ended  December  31,  2020,  2021  and  2022  was  USD318,038, USD422,516  and  USD150,982
respectively.

Upon  vesting  of  the non-vested  shares,  the  Company  withholds  shares  issued  to  the  employees  to  meet  the  relevant  minimum  tax  withholding
requirements. For the years ended December 31, 2020, 2021 and 2022, the Company withheld 12,292, 13,464 and 6,148 vested shares upon vesting of
the non-vested shares to satisfy the minimum tax withholding obligation. Compensation expense recognized for non-vested shares for the years ended
December 31, 2020, 2021 and 2022 is allocated to the following expense items:

Cost of revenues
Research and development
Sales and marketing
General and administrative

Total share-based compensation expense

2020
RMB

Year Ended December 31,
2021
RMB    
  27,806   
3,692   
  11,741   
 444,324   
 487,563   

—     
74,861   
—     
  1,385,107   
  1,459,968   

2022
RMB  
  29,057 
  —   
  40,655 
  354,256 
  423,968 

As of December 31, 2022, RMB 1,557,174 of total unrecognized compensation expense related to non-vested shares is expected to be recognized over
a weighted average period of approximately 2.78 years.

(18) COMMON SHARES

On  December  18,  2019,  the  Company  entered  into  a  subscription  agreement  with CL-TCC,  a  company  focusing  on  investments  in  culture  and
education industry, in connection with a private placement for the Company’s common shares. ACG completed this private placement with  CL-TCC
on  December  24,  2019,  under  which  it  issued 5,662,634 common shares of the Company for gross proceeds of approximately $10.0  million. As  of
December  31,  2019,  ACG  has  received  cash  consideration  of  $8.8  million  (RMB 61.7  million)  in  accordance  with  the  payment  terms  of  the
subscription agreement. The rest of the proceeds of $1.2 million (RMB 8.5 million) was received on April 10, 2020.

In May 2020, ACG’s Board of Directors approved a share repurchase plan authorizing the Company to repurchase up to US$1.0 million of its issued
and outstanding ADSs from the open market and through privately negotiated transactions, effective through December 31, 2020. By December 31,
2020, the Company had repurchased 450,337 ADSs at an average stock price of US$1.2631 for a total cash consideration of $0.6  million  (RMB 4.0
million).  This  share  repurchase  plan  expired  on  December  31,  2020.  The  Company  has  cumulatively  used 957,186  ADSs  and 1,080,549  ADSs
purchased from the open market for settlement of vested share options and restricted shares vesting as of December 31, 2021 and 2022 respectively.

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(19) STATUTORY RESERVES

In  accordance  with  the  relevant  laws  and  regulations  of  the  PRC,  the  Company’s  PRC  consolidated  entities  are  required  to  transfer 10%  of  their
respective after-tax profit, as determined in accordance with PRC accounting standards and regulations to a general reserve fund until the balance of
the fund reaches 50% of the registered capital of the respective entity. The transfer to this general reserve fund must be made before any distribution of
dividends.  As  of  December  31,  2021  and  2022,  the  PRC  consolidated  entities  had  accumulated  statutory  reserve  balances  of  RMB 25,698,704
and RMB 25,698,704, respectively, which is restricted for distribution to the Company.

(20) RELATED PARTY TRANSACTIONS

(1) Purchase of IT System Consulting Service, Office Sharing Service and System Development and Data Services from an Affiliate Company

Huanqiuyimeng has purchased consulting services relating to IT system from an affiliate company, ApplySquare Education & Technology Co., Ltd.
(“Applysquare”) in October 2021. The expense recorded for the year ended December 31, 2021 was RMB 50,913.

In October 2021, Huanqiuyimeng entered into an agreement for utilizing certain office space of ApplySquare with a term from October 16, 2021 to
October 15, 2022. The total amount of the agreement was RMB1.2 million and expense of RMB 275,967 was recorded for the year ended December
31, 2021. In June 2022, Huanqiuyimeng entered into a supplementary agreement with Applysquare to increase the contract amount by RMB22,000 for
certain expense incurred. In September 2022, Huanqiuyimeng extended the above office space agreement for another year to October 15, 2023 and a
total  expense  of RMB1,128,016  was  recorded  for  the  year  ended  December  31,  2022  in  accordance  with  the  above  agreements.  The  office  space
agreement was terminated in March 2023 due to certain changes in operations.

In January 2022, Huanqiuyimeng entered into an agreement with Applysquare, pursuant to which ApplySquare shall develop system platforms and
provide related data services to support Huanqiuyimeng’s operations and service delivery. The total amount of the agreement was RMB  6.5 million,
which  includes  a one-year  charge  of  data  and  system  maintenance  services.  As  of  December  31,  2022,  the  system  platforms  are  still  under
development  and  RMB 3.7 million  expense  was  recorded  for  the  year  ended  December  31,  2022  in  accordance  with  the  development  progress.  In
March 2023, Huanqiuyimeng entered into a supplementary agreement with Applysquare, under which the contract amount was reduced to RMB  6.3
million due to cost optimization.

(2) Purchase of video services from an Affiliate Company

In September 2022, Huanqiuyimeng entered into an agreement with ATA Learning Inc., pursuant to which ATA Learning Inc. provided professional
videography and production of video services to Huanqiuyimeng. The total amount of the agreement was USD10,000. Majority of the services were
completed in December 2022 and expense of RMB 49,579 was recorded accordingly for the year ended December 31, 2022.

(3) Purchase of Online Education Platform Services from an Affiliate Company

Huanqiuyimeng has subscribed services of online educational platform provided by an affiliate company, EEO Empower Education Online Co., Ltd.
(“EEO”), to support its online delivery of credit hours and other relevant services from January to June 2020. Cost of revenues in the amount of RMB
115,968 was recognized for the services purchased during the period.

(4) Amounts Due to a Related Party

The CEO, director and shareholder of the Company, Mr. Xiaofeng Ma has offered interest-free personal funding support of RMB 431,000 and RMB
200,000 on March 5 and March 30, 2020 respectively to Muhua Shangce, a then majority owned subsidiary of the Company, to support its operational
cash needs during COVID-19, which became due in September 2020 and was extended for one year to September 2021. The outstanding balance was
RMB 631,000 as of December 31, 2020. Muhua Shangce was disposed of in June 2021 and the related balance was derecognized from the Company’s
consolidated financial statements.

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(5) Joint Liability Guarantee provided by a Related Party

Muhua  Shangce  has  borrowed  RMB 3.0  million  from  a  third-party  company  at  an  annual  interest  rate  of 4.35%  in  April  2020,  for  which  the
Company’s  CEO  and  Director,  Mr.  Xiaofeng  Ma,  has  provided  a  joint  liability  guarantee.  Muhua  Shangce  was  disposed  of  in  June  2021  and  the
related balance was derecognized from the Company’s consolidated financial statements.

(6) Amounts Due to a Company Controlled by a Related Party

In November 2020 and May 2021, a partnership controlled by the Company’s CEO and Director, Mr. Xiaofeng Ma provided a ten-month interest-free
loan  of  RMB 500,000  and  a fourteen-month  interest  free  loan  of  RMB 700,000  to  Muhua  Shangce  respectively.  The  outstanding  balance  was
RMB500,000 as of December 31, 2020. Muhua Shangce was disposed of in June 2021 and the related balance of RMB1,200,000 before the disposal
was derecognized from the Company’s consolidated financial statements.

(7) Expenses paid to a Related Company on behalf of Huanqiuyimeng

From  January  1,  2020  to  May  14,  2020,  before  Shanghai Aixue  Culture  Communication  Co.,  Ltd.  (“Shanghai Aixue”)  became  a  wholly  owned
subsidiary of the Company, Huanqiuyimeng prepaid RMB 672,254 to Shanghai Aixue, a company previously owned by president Mr. Jun Zhang and
one of the employees, and Shanghai Aixue paid a total of RMB 483,902 of Huanqiuyimeng’s operating expenses on behalf of Huanqiuyimeng.

(21) COMMITMENTS AND CONTINGENCIES

Legal Proceedings

In March 2020, Mr. Xiaofeng Ma, our chairman and chief executive officer, received copies of the civil complaints with respect to a lawsuit filed by
our  two  shareholders Alpha Advantage  Global  Limited  (“Alpha”)  and  Dynamic  Fame  Limited  (“Dynamic”),  respectively  with  the  Beijing  Fourth
Intermediate People’s Court (the “Beijing Intermediate Court”) relating to the Company’s sale of the ATA Online Business (for details of the sale of
the ATA Online Business, see “Item 4.A. Information on the Company — History and Development of the Company”). The Company was also listed
as  a  defendant  and ATA  Online  was  listed  as  an  interested  third  party  in  such  lawsuits. Alpha  was  a  holder  of  4,529,100  common  shares  of  the
Company and Dynamic was a holder of 188,000 common shares of the Company at the time of the completion of the sale of ATA Online Business.

The plaintiffs claimed that the sale of the ATA Online Business was a related-party transaction or a self-dealing transaction, for which approval by
unrelated shareholders is required and the board of the directors of the Company did not have the right to approve such transaction; the plaintiffs also
claimed that the ATA Online Business was worth more than the consideration of  US$200.0 million paid by the buyer group, and thus the sale of ATA
Online Business has caused losses to the plaintiffs as shareholders of the Company. The plaintiffs are requesting that the Beijing Intermediate Court
rule that (i) all board resolutions of the Company regarding the sale of the ATA Online Business are invalid; (ii) Mr. Xiaofeng Ma shall compensate
the  loss  incurred  by  Alpha  and  Dynamic  from  the  Company’s  sale  of  the  ATA  Online  Business  for  RMB 95.0  million  and  RMB 5.0  million,
respectively; and (iii) the Company and Mr. Xiaofeng Ma shall jointly bear the attorney’s fees of Alpha and Dynamic for  RMB 1.5 million and RMB
0.5 million, respectively, and other litigation costs.

The Company filed an application for jurisdiction objection for each of the foregoing two cases, which was not supported by court order. As a result,
Beijing Intermediate Court had jurisdiction over these two cases. On March 18, 2022, the Supreme People’s Court issued (2022) Supreme People’s
Court  Ruling  No.  48  and  No.  49,  holding  that  these  two  cases  are  international  commercial  cases  of  great  influence  and  typical  significance,  and
should be tried by the International Commercial Court of the Supreme People’s Court. In accordance with Article 21 and Paragraph 1 of Article 39 of
the Civil Procedure Law of the People’s Republic of China and Item 5 of Article 2 of the Provisions of the Supreme People’s Court on Several Issues
Concerning  the  Establishment  of  International  Commercial  Courts,  the  Supreme  People’s  Court  ruled  that  these  two  cases  should  be  heard  by  the
Second International Commercial Court of the Supreme People’s Court. While the Company does not believe the plaintiffs have any merit in their
claims, the Company is actively preparing for the foregoing suits. As of the date of this annual report, these two cases have not yet been heard.

In addition, Alpha and Dynamic jointly filed a lawsuit with the Ningbo City Intermediate People’s Court (the “Ningbo Intermediate Court”) against
Mr.  Xiaofeng  Ma,  certain  entities  controlled  by  management  members  of  ATA  Online  which  were  members  of  the  buyer  group,  New  Beauty
Holdings  Limited,  the  Company’s  director  Zhilei  Tong,  ChineseAll  Digital  Publishing  Group  Co.,  Ltd.  and ATA  Learning  in  connection  with  the
Company’s sale of the ATA Online Business, and listed the Company and ATA Online as interested third parties. The plaintiffs are requesting that the
Ningbo  Intermediate  Court  rule  that  (i)  all  related  party  transactions  between  the  defendants  and  the  Company  relating  to  the  sale  of ATA  Online
Business are invalid; (ii) Mr. Xiaofeng Ma, the entities controlled by the management members of ATA Online and ChineseAll Digital Publishing
Group Co., Ltd. shall return the equity interest of ATA Online and ATA Learning they acquired to ATA Learning and ATA BVI, a wholly owned
subsidiary of the Company, as the case may be; and (iii) all defendants and the Company shall jointly bear the attorney’s fees of the plaintiffs for
RMB 15.0 million and other litigation costs.

The case was transferred by the Ningbo City Intermediate People’s Court to Beijing Intermediate Court for further proceeding. On January 18, 2023,
the Beijing Intermediate Court issued an order of nonsuit which dismissed the case. As of the date of this annual report, the plaintiffs have appealed
such order and the Company is vigorously preparing to defend against such appeal. 

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While  the  Company  does  not  believe  the  allegations  of  the  plaintiffs  have  any  merit  and  intend  to  vigorously  defend  against  these  lawsuits,  the
Company is currently unable to evaluate the likelihood of favorable or unfavorable outcomes of such lawsuits. The amount of unfavorable outcomes,
if any, cannot be reasonably estimated. In accordance with ASC Topic 450, no accrual of loss contingency was accrued as of December 31, 2022.

Investment commitments

In August 2021, Huanqiuyimeng entered into an agreement with two third parties to invest in a new company, pursuant to which Huanqiuyimeng will
invest RMB110.0 million in cash representing 55% equity interests of the new company. The agreement was subsequently amended in March 2022
and October 2022. Pursuant to the amendments, the capital contribution by Huanqiuyimeng decreased to RMB30.0 million, representing 15% equity
interests of the company, while a new investor ATA Learning (Beijing) Inc., a company controlled by Mr. Xiaofeng Kevin Ma, CEO and Chairman of
the Group, will invest RMB80.0 million, representing 40% equity interests in the new company.

The capital contribution obligations of Huanqiuyimeng amounting to RMB30.0 million is due on December 31, 2031. As of December 31, 2022, the
Group has not made any capital contribution and has a remaining investment commitment of RMB30.0 million.

(22) EARNINGS (LOSSES) PER COMMON SHARE

Basic and diluted losses per common share are calculated as follows:

Numerator:

Net loss attributable to ATA Creativity Global
Redeemable non-controlling interest redemption value accretion
Net loss available to common shareholders

 (92,198,032)    (33,649,593)     (47,892,909) 
  (6,184,572)     (2,283,089)    
—   
 (98,382,604)    (35,932,682)     (47,892,909) 

Year ended December 31,
2021
RMB

2022
RMB

2020
RMB

Denominator:

Denominator for basic loss per share:
Weighted average common shares outstanding
Denominator for diluted loss per share

Basic loss per common share attributable to ATA Creativity Global
Diluted loss per common share attributable to ATA Creativity Global

  62,660,037      62,748,095      62,753,840 
  62,660,037      62,748,095      62,753,840 
(0.76) 
(0.76) 

(0.57)    
(0.57)    

(1.57)    
(1.57)    

The  following  table  summarizes  potential  common  shares  outstanding  excluded  from  the  calculation  of  diluted  losses  per  share  for  the  year  ended
December 31, 2020, 2021 and 2022, because their effect is anti-dilutive:

Shares issuable under restricted shares and share options

F-44

Year ended December 31,
2021
  826,832   

2020
 827,198   

2022
  1,674,492 

 
 
 
  
 
 
  
    
    
 
 
  
    
    
 
  
  
      
      
 
  
  
  
  
  
      
      
 
  
  
      
      
 
  
  
  
 
  
 
 
 
  
 
 
  
   
   
 
  
 
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(23) ATA CREATIVITY GLOBAL (“PARENT COMPANY”)

The following presents condensed financial information of the Parent Company only.

Condensed Balance Sheets

Cash and cash equivalents
Prepaid expenses and other current assets
Investments in subsidiaries

Total assets

Accrued expenses and other payables

Total liabilities

Common shares
Treasury shares
Additional paid in capital
Accumulated other comprehensive loss
Accumulated deficit

Total shareholders’ equity
Total liabilities and shareholders’ equity

Condensed Statements of Comprehensive Income (Loss)

Cost of revenues
Operating expenses
Provision for loan receivable
Investment loss
Interest income
Foreign currency exchange losses, net
Loss before income taxes

Income tax expense
Net loss

Other comprehensive income (loss)

Comprehensive loss

F-45

December 31,
2022
RMB
1,098,896     
4,252     

December 31,
2021
RMB
2,235,730     
3,892     

December 31,
2022
USD
159,325 
616 
  187,780,984      144,677,894      20,976,323 
  190,020,606      145,781,042      21,136,264 

2,681,709     
2,681,709     
4,720,147     
(8,626,894)    

2,251,514     
2,251,514     
4,720,147     
(9,818,754)    

388,811 
388,811 
684,357 
(1,250,782) 
  540,583,564      542,058,092      78,591,036 
(5,364,943) 
  (37,559,847)     (37,003,085)    
  (310,156,018)     (358,048,927)     (51,912,215) 
  187,769,092      143,099,333      20,747,453 
  190,020,606      145,781,042      21,136,264 

—       

—       

2020
RMB

2021
RMB
(90,029)    

Year ended December 31,
2022
2022
USD
RMB
(12,894) 
(88,930)    
(895,366) 
 (10,748,782)     (6,412,398)     (6,175,519)    
  (3,943,902)    
—   
—       
 (83,753,528)     (5,120,016)    (41,635,317)    (6,036,554) 
995 
(1) 
 (98,382,604)    (11,622,349)    (47,892,909)    (6,943,820) 
—   
 (98,382,604)    (11,622,349)    (47,892,909)    (6,943,820) 
80,723 
 (98,329,159)    (11,757,474)    (47,336,147)    (6,863,097) 

63,613     
(5)    

6,861     
(4)    

139     
(45)    

(135,125)    

556,762     

53,445     

—       

—       

—       

 
 
  
    
    
 
 
  
    
    
 
  
 
  
 
  
  
  
  
  
  
  
  
  
 
  
  
  
  
 
  
  
  
  
 
  
 
  
  
  
  
  
  
  
  
  
  
  
  
  
  
 
 
  
 
 
  
    
    
    
 
 
  
    
    
    
 
  
 
  
  
  
  
 
  
 
  
  
  
  
  
  
 
  
  
  
  
  
  
  
  
  
  
 
  
  
  
  
  
  
  
  
  
 
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Condensed Statements of Cash Flows

Net cash used in operating activities
Cash flows from investing activities:
Cash received from subsidiaries
Cash lent to subsidiaries
Net cash provided by (used in) investing activities
Cash flows from financing activities:
Cash received from private placement
Cash received for exercise of share options
Repurchase of treasury shares

Net cash provided by financing activities

Effect of foreign exchange rate changes on cash
Net decrease in cash
Cash and cash equivalents at beginning of year
Cash and cash equivalents at end of year

2020
RMB

Year ended December 31,
2022
RMB

2021
RMB

     USD  
 (10,150,979)    (4,529,860)    (4,509,052)    (653,751) 

2022

  3,804,240      4,113,412      3,159,503      458,085 
(101,614)     (14,733) 
 (72,794,230)    
 (68,989,990)     4,103,720      3,057,889      443,352 

(9,692)    

—        —   
—       
  8,530,931     
218,943      31,744 
232,245     
—       
—        —   
—       
  (4,003,530)    
218,943      31,744 
232,245     
  4,527,401     
(57,011)    
95,386      13,830 
(895,932)    
 (75,509,500)    
(250,906)    (1,136,834)    (164,825) 
  77,996,136      2,486,636      2,235,730      324,150 
  2,486,636      2,235,730      1,098,896      159,325 

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DESCRIPTION OF SECURITIES
REGISTERED UNDER SECTION 12 OF THE
SECURITIES EXCHANGE ACT OF 1934, AS AMENDED

Exhibit 2.4

The American  Depositary  Shares  (“ADSs”),  each  representing  two  common  shares  of ATA  Creativity  Global  (“we,”  “our,”  the  “Company,”  or
“us”), are registered under Section 12(b) of the Securities Exchange Act of 1934, as amended, and are listed and traded on the Nasdaq Global Market. This
exhibit contains a description of the rights of (i) the holders of our common shares and (ii) the holders of our ADSs. Our common shares underlying the
ADSs are held by Citibank, N.A., as depositary, and holders of our ADSs are not treated as holders of our common shares.

General

Our authorized share capital is US$5,000,000, divided into 500,000,000 common shares, par value US$0.01 per share. Our common shares may be
certificated or uncertificated, and ownership is not recognized until registered in our Register of Members. No shares shall be issued as bearer securities.
Our common shares are not available to the market; rather, our ADSs are traded on the Nasdaq Global Market.

We are an exempted company limited by shares, with limited liability incorporated under the Companies Act (as amended) of the Cayman Islands
(the “Companies Act”), on September 22, 2006. Our shareholders who are non-residents of the Cayman Islands may freely hold and vote their common
shares. A Cayman Islands exempted company:

•

•

•

•

•

  is a company that conducts its business outside the Cayman Islands;

  is exempted from certain requirements of the Companies Act, including the filing of an annual return of its shareholders with the Registrar of

Companies and holding an annual general meeting;

  does not have to make its register of members open to inspection;

  may obtain an undertaking against the imposition of any future taxation; and

  may issue shares with no par value.

Our affairs are governed by our fourth amended and restated memorandum and articles of association, as amended (the “Memorandum and Articles
of  Association”)  and  the  Companies  Act.  The  following  summarizes  the  material  terms  of  our  Memorandum  and  Articles  of  Association  and  the
Companies Act insofar as they relate to the material terms of our common shares. This summary is not complete, and you should read our Memorandum
and Articles of Association, which were filed with the U.S. Securities and Exchange Commission (the “SEC”) and are incorporated by reference as an
exhibit to the annual report of which this exhibit is a part.

The following discussion primarily addresses our common shares and the rights of holders of common shares. The holders of our ADSs are not to
be  treated  as  our  shareholders  and  will  be  required  to  surrender  their ADSs  for  cancellation  and  withdrawal  from  the  depositary  facility  in  which  the
common shares are held in order to receive the shares that their ADSs represent, and to exercise shareholders’ rights in respect of the common shares.
However, the holders of ADSs generally have the right under the deposit agreement to instruct the depositary bank to exercise the voting rights for the
common shares represented by their ADSs. See “Description of American Depositary Shares” below.

Meetings

Subject to the company’s regulatory requirements, an annual general meeting and any extraordinary general meeting shall be called by not less than
ten clear days’ notice in writing. Notice of every general meeting will be given to all of our shareholders other than those that, under the provisions of our
Memorandum and Articles of Association or the terms of issue of the common shares they hold, are not entitled to receive such notices from us, and also
to our principal external auditors. Extraordinary general meetings may be called only by the chairman of our board of directors or a majority of our board
of directors and may not be called by any other person.

1

 
 
 
 
 
 
 
 
 
 
 
A meeting called by shorter notice than that mentioned above, nevertheless, subject to the Companies Act, will be deemed to have been duly called,
if it is so agreed (1) in the case of a meeting called as an annual general meeting by all of our shareholders entitled to attend and vote at the meeting; (2) in
the case of any other meeting, by a majority in number of our shareholders having a right to attend and vote at the meeting, being a majority together
holding not less than 95% in nominal value of the issued common shares giving that right.

All  general  meetings  (including  an  annual  general  meeting,  any  adjourned  meeting  or  postponed  meeting)  may  be  held  as  a  physical  meeting,  a
hybrid meeting or an electronic meeting, as may be determined by the person or persons calling the meeting or, in absence of such determination, as may
be determined by our board of directors in its absolute discretion. Two shareholders present in person or by proxy that represent not less than  one-third in
nominal value of our total issued and outstanding voting shares will constitute a quorum. Any shareholder or any proxy attending and participating in an
electronic meeting or a hybrid meeting by means of electronic facilities is deemed to be present at and shall be counted in the quorum. No business other
than the appointment of a chairman may be transacted at any general meeting unless a quorum is present at the commencement of business. If present, the
chairman of our board of directors shall be the chairman presiding at any shareholders meetings.

A  corporation  being  a  shareholder  shall  be  deemed  for  the  purpose  of  our  Memorandum  and Articles  of Association  to  be  present  in  person  if
represented by its duly authorized representative being the person appointed by resolution of the directors or other governing body of such corporation to
act  as  its  representative  at  the  relevant  general  meeting  or  at  any  relevant  general  meeting  of  any  class  of  our  shareholders.  Such  duly  authorized
representative shall be entitled to exercise the same powers on behalf of the corporation that he represents as that corporation could exercise if it were our
individual shareholder.

The quorum for a separate general meeting of the holders of a separate class of shares is described in “—Modification of Rights” below.

Voting Rights Attaching to the Shares

Subject to any special rights or restrictions as to voting attached to any shares, in the case of a physical general meeting, on a show of hands every
shareholder who is present in person or by proxy (or, in the case of a shareholder being a corporation, by its duly authorized representative) shall have one
vote, and at any general meeting on a poll every shareholder present in person or by proxy (or, in the case of a shareholder being a corporation, by its duly
authorized representative) shall have one vote for each fully paid share of which such shareholder is the holder.

Under our Memorandum and Articles of Association, a resolution put to the vote of a meeting other than a physical meeting, shall be decided by
way of a poll. A resolution put to the vote of a physical meeting shall be decided on a show of hands unless voting by way of a poll is required by the rules
of the Nasdaq Global Market, or a poll is demanded by (i) the chairman of the meeting, (ii) at least three shareholders present in person or in the case of a
shareholder being a corporation by its duly authorized representative or by proxy for the time being entitled to vote at the meeting, (iii) any shareholder or
shareholders present in person or in the case of a shareholder being a corporation by its duly authorized representative or by proxy and representing not
less  than one-tenth of the total voting rights of all shareholders having the right to vote at the meeting, (iv) by a shareholder or shareholders present in
person or in the case of a shareholder being a corporation by its duly authorized representative or by proxy and holding shares in the Company conferring a
right to vote at a meeting being shares on which an aggregate sum has been paid up equal to not less than one-tenth of the total sum paid on all shares
conferring  that  right,  or  (v)  if  required  by  the  rules  of  the  Nasdaq  Global  Market,  by  any  director  or  directors  of  the  Company  who,  individually  or
collectively, hold proxies in respect of shares representing 5% or more of the total voting rights at such meeting.

No  shareholder  shall  be  entitled  to  vote  or  be  reckoned  in  a  quorum,  in  respect  of  any  share,  unless  such  shareholder  is  duly  registered  as  our

shareholder at the applicable record date for that meeting and all calls or installments due by such shareholder to us have been paid.

If a recognized clearing house (or its nominee(s)), being a corporation, is our shareholder, it may authorize such person or persons as it thinks fit to
act  as  its  representative(s)  at  any  meeting  or  at  any  meeting  of  any  class  of  shareholders  provided  that,  if  more  than  one  person  is  so  authorized,  the
authorization  shall  specify  the  number  and  class  of  shares  in  respect  of  which  each  such  person  is  so  authorized. A  person  authorized  pursuant  to  this
provision is entitled to exercise the same powers on behalf of the recognized clearing house (or its nominee(s)) as if such person was the registered holder
of our shares held by that clearing house (or its nominee(s)) including the right to vote individually on a show of hands.

2

 
Protection of Minority Shareholders

The Grand Court of the Cayman Islands may, on the application of shareholders holding not less than one-fifth  of  our  shares  in  issue,  appoint  an

inspector to examine our affairs and to report thereon in a manner as the Grand Court of the Cayman Islands shall direct.

Any shareholder may petition that the Grand Court of the Cayman Islands may make a winding up order, if the court is of the opinion that it is just

and equitable that we should be wound up.

Claims against us by our shareholders must, as a general rule, be based on the general laws of contract or tort applicable in the Cayman Islands or

their individual rights as shareholders as established by our Memorandum and Articles of Association.

The Cayman Islands courts ordinarily would be expected to follow English case law precedents which permit a minority shareholder to commence a
representative action against, or derivative actions in our name to challenge (1) an act which is ultra vires or illegal, (2) an act which constitutes a fraud
against the minority and the wrongdoers are themselves in control of us, and (3) an irregularity in the passing of a resolution which requires a qualified (or
special) majority.

Pre-Emption Rights

There  are  no pre-emption  rights  applicable  to  the  issue  of  new  shares  under  either  Cayman  Islands  law  or  our  Memorandum  and  Articles  of

Association.

Liquidation Rights

Subject to any special rights, privileges or restrictions as to the distribution of available surplus assets on liquidation for the time being attached to
any class or classes of shares, (1) if we are wound up and the assets available for distribution among our shareholders are more than sufficient to repay the
whole of the capital paid up at the commencement of the winding up, the excess shall be distributed pari passu among those shareholders in proportion to
the amount paid up at the commencement of the winding up on the shares held by them, respectively; and (2) if we are wound up and the assets available
for distribution among the shareholders as such are insufficient to repay the whole of the paid-up capital, those assets shall be distributed so that, as nearly
as may be, the losses shall be borne by the shareholders in proportion to the capital paid up at the commencement of the winding up on the shares held by
them, respectively.

If we are wound up, the liquidator may with the sanction of our special resolution and any other sanction required by the Companies Act, divide
among our shareholders in specie or kind the whole or any part of our assets (whether or not they shall consist of properties of the same kind) and may, for
such purpose, set such value as the liquidator deems fair upon any property to be divided and may determine how such division shall be carried out as
between  the  shareholders  or  different  classes  of  shareholders.  The  liquidator  may  also  vest  any  part  of  these  assets  in  trustees  upon  such  trusts  for  the
benefit of the shareholders as the liquidator shall think fit, but so that no shareholder will be compelled to accept any shares or other property upon which
there is a liability.

Modification of Rights

Except with respect to share capital (as described below) and the location of the registered office, alterations to our Memorandum and Articles of

Association may only be made by special resolution, meaning a majority of not less than two-thirds of votes cast at a shareholders meeting.

Subject to the Companies Act and without prejudice to the provisions relating to share rights in our Memorandum and Articles of Association, all or
any of the special rights attached to shares of any class (unless otherwise provided for by the terms of issue of the shares of that class) may be varied,
modified  or  abrogated  with  the  sanction  of  a  special  resolution  passed  at  a  separate  general  meeting  of  the  holders  of  the  shares  of  that  class.  The
provisions of our Memorandum and Articles of Association relating to general meetings shall apply similarly to every such separate general meeting, but
so that the quorum for the purposes of any such separate general meeting or at its adjourned meeting shall be a person or persons together holding (or
represented by proxy) on the date of the relevant meeting not less than one-third in nominal value of the issued shares of that class, that every holder of
shares of the class shall be entitled on a poll to one vote for every such share held by such holder and that any holder of shares of that class present in
person or by proxy may demand a poll.

3

 
The special rights conferred upon the holders of any class of shares shall not, unless otherwise expressly provided in the rights attaching to or the

terms of issue of such shares, be deemed to be varied, modified or abrogated by the creation or issue of further shares ranking pari passu therewith.

Alteration of Capital

We may from time to time by the vote of a majority of the shares entitled to vote thereon (an “ordinary resolution”):

•

•

•

•

•

  increase our capital by such sum, to be divided into shares of such amounts, as the resolution shall prescribe;

  consolidate and divide all or any of our share capital into shares of larger amounts than our existing shares;

  cancel any shares which, at the date of the passing of the resolution, have not been taken or agreed to be taken by any person, and diminish

the amount of our share capital by the amount of the shares so cancelled subject to the provisions of the Companies Act;

  sub-divide  our  shares  or  any  of  them  into  shares  of  smaller  amounts  than  is  fixed  by  our  fourth  amended  and  restated  memorandum  of
association, subject nevertheless to the Companies Act, and so that the resolution whereby any share is  sub-divided may determine that, as
between the holders of the shares resulting from such subdivision, one or more of the shares may have any such preferred, deferred or other
rights, or be subject to any such restrictions as compared with the others as we have power to attach to unissued or new shares; and

  divide our shares into several classes and without prejudice to any special rights previously conferred on the holders of existing shares, attach
to these shares respectively any preferential, deferred, qualified or special rights, privileges, conditions or such restrictions that in the absence
of any such determination in general meeting may be determined by our directors.

We may, by the vote of two-thirds of the votes entitled to vote thereon (a “special resolution”), subject to any confirmation or consent required by

the Companies Act, reduce our share capital or any capital redemption or other undistributable reserve in any manner authorized by law.

Transfer of Shares

Subject to any applicable restrictions set forth in our Memorandum and Articles of Association, any of our shareholders may transfer all or any of
his or her shares by an instrument of transfer in the usual or common form or in a form prescribed by the Nasdaq Global Market or in any other form that
our directors may approve.

Our directors may decline to register any transfer of any share which is not paid up or on which we have a lien. Our directors may also decline to

register any transfer of any share unless:

•

•

•

•

  the instrument of transfer is lodged with us accompanied by the certificate for the shares to which it relates and such other evidence as our

directors may reasonably require to show the right of the transferor to make the transfer;

  the instrument of transfer is in respect of only one class of share;

  the instrument of transfer is properly stamped (in circumstances where stamping is required); and

  a fee of such maximum sum as the Nasdaq Global Market may determine to be payable or such lesser sum as our directors may from time to

time require is paid to us in respect thereof.

If our directors refuse to register a transfer, they shall, within two months after the date on which the instrument of transfer was lodged, send to each

of the transferor and the transferee notice of such refusal.

4

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
The registration of transfers may, on notice being given by announcement or by electronic communication or by advertisement in such one or more
newspapers or by any other means in accordance with the requirements of the Nasdaq Global Market, be suspended and the register closed at such times
and for such periods as our directors may from time to time determine; provided, however, that the registration of transfers shall not be suspended nor the
register closed for more than 30 days in any year as our directors may determine, unless the Members by ordinary resolution approve to extend the period
of 30 days in respect of any year.

Share Repurchase

We  are  empowered  by  the  Companies  Act  and  our  Memorandum  and  Articles  of  Association  to  purchase  our  own  shares,  subject  to  certain
restrictions. Our directors may only exercise this power on our behalf, subject to the Companies Act, our Memorandum and Articles of Association and to
any applicable requirements imposed from time to time by the Nasdaq Global Market, the SEC, or by any other recognized stock exchange on which our
securities are listed.

Dividends

Subject to the Companies Act, our directors may declare dividends in any currency to be paid to our shareholders. Dividends may be declared and
paid out of our profits, realized or unrealized, or from any reserve set aside from profits which our directors determine is no longer needed. Our board of
directors may also declare and pay dividends out of the share premium account or any other fund or account that can be authorized for this purpose in
accordance with the Companies Act.

Except  in  so  far  as  the  rights  attaching  to,  or  the  terms  of  issue  of,  any  share  otherwise  provides,  (1)  all  dividends  shall  be  declared  and  paid
according to the amounts paid up on the shares in respect of which the dividend is paid, but no amount paid up on a share in advance of calls shall be
treated for this purpose as paid up on that share; and (2) all dividends shall be apportioned and paid pro rata according to the amounts paid up on the
shares during any portion or portions of the period in respect of which the dividend is paid.

Our directors may also pay any dividend that is payable on any shares semi-annually or on any other dates, whenever our financial position, in the

opinion of our directors, justifies such payment.

Our directors may deduct from any dividend or bonus payable to any shareholder all sums of money (if any) presently payable by such shareholder

to us on account of calls or otherwise.

No dividend or other money payable by us on or in respect of any share shall bear interest against us.

In  respect  of  any  dividend  proposed  to  be  paid  or  declared  on  our  share  capital,  our  directors  may  resolve  and  direct  that  (1)  such  dividend  be
satisfied wholly or in part in the form of an allotment of shares credited as fully paid up, provided that our shareholders entitled thereto will be entitled to
elect  to  receive  such  dividend  (or  part  thereof  if  our  directors  so  determine)  in  cash  in  lieu  of  such  allotment  or  (2)  the  shareholders  entitled  to  such
dividend will be entitled to elect to receive an allotment of shares credited as fully paid up in lieu of the whole or such part of the dividend as our directors
may think fit. Our directors may also resolve in respect of any particular dividend that, notwithstanding the foregoing, a dividend may be satisfied wholly
in the form of an allotment of shares credited as fully paid up without offering any right to shareholders to elect to receive such dividend in cash in lieu of
such allotment.

Any dividend, interest or other sum payable in cash to the holder of shares may be paid by check or dividend warrant sent by mail addressed to the
holder at his registered address, or addressed to such person and at such addresses as the holder may direct. Every check or dividend warrant shall, unless
the holder or joint holders otherwise direct, be made payable to the order of the holder or, in the case of joint holders, to the order of the holder whose
name stands first on the register in respect of such shares, and shall be sent at his or their risk and payment of the check or dividend warrant by the bank on
which it is drawn shall constitute a good discharge to us.

All dividends unclaimed for one year after having been declared may be invested or otherwise made use of by our board of directors for the benefit
of our company until claimed. Any dividend unclaimed after a period of six years from the date of declaration of such dividend shall be forfeited and shall
revert to us.

5

 
Whenever our directors have resolved that a dividend be paid or declared, our directors may further resolve that such dividend be satisfied wholly
or in part by the distribution of specific assets of any kind, and in particular of paid up shares, debentures or warrants to subscribe for our securities or
securities  of  any  other  company.  Where  any  difficulty  arises  with  regard  to  such  distribution,  our  directors  may  settle  it  as  they  think  expedient.  In
particular, our directors may issue fractional certificates, ignore fractions altogether or round the same up or down, fix the value for distribution purposes
of any such specific assets, determine that cash payments shall be made to any of our shareholders upon the footing of the value so fixed in order to adjust
the  rights  of  the  parties,  vest  any  such  specific  assets  in  trustees  as  may  seem  expedient  to  our  directors,  and  appoint  any  person  to  sign  any  requisite
instruments of transfer and other documents on behalf of the persons entitled to the dividend, which appointment shall be effective and binding on our
shareholders.

Untraceable Shareholders

We are entitled to sell any shares of a shareholder who is untraceable, provided that:

•

•

•

  all checks or warrants in respect of dividends of such shares, being not less than three in total number, for any sums payable in cash to the
holder  of  such  shares  have  remained un-cashed for a period of 12 years prior to the publication of the advertisement and during the three
months referred to below;

  we  have  not  during  that  time  received  any  indication  of  the  existence  of  the  shareholder  or  person  entitled  to  such  shares  by  death,

bankruptcy or operation of law; and

  we have caused an advertisement to be published in newspapers in the manner stipulated by our Memorandum and Articles of Association,
giving notice of our intention to sell these shares, and a period of three months has elapsed since such advertisement and the Nasdaq Global
Market has been notified of such intention.

The net proceeds of any such sale shall belong to us, and when we receive these net proceeds we shall become indebted to the former shareholder for

an amount equal to such net proceeds.

Differences in Corporate Law

The Companies Act is modeled after similar laws in England but does not follow recent changes in English laws. In addition, the Companies Act
differs from laws applicable to United States corporations and their shareholders. Set forth below is a summary of the significant differences between the
provisions of the Companies Act applicable to us and the laws applicable to companies incorporated in the United States.

Mergers  and  Similar  Arrangements.  The  Companies Act  permits  mergers  and  consolidations  between  Cayman  Islands  companies  and  between
Cayman  Islands  companies  and non-Cayman  Islands  companies.  For  these  purposes,  (a)  “merger”  means  the  merging  of  two  or  more  constituent
companies  and  the  vesting  of  their  undertaking,  property  and  liabilities  in  one  of  such  companies  as  the  surviving  company  and  (b)  a  “consolidation”
means the combination of two or more constituent companies into a combined company and the vesting of the undertaking, property and liabilities of such
companies  in  the  consolidated  company.  In  order  to  effect  such  a  merger  or  consolidation,  the  directors  of  each  constituent  company  must  approve  a
written plan of merger or consolidation, which must then be authorized by (a) a special resolution of the shareholders of each constituent company, and
(b) such other authorization, if any, as may be specified in such constituent company’s articles of association. The written plan of merger or consolidation
must be filed with the Registrar of Companies together with, among others, a declaration as to the solvency of the consolidated or surviving company, a
statement of the assets and liabilities of each constituent company and an undertaking that a copy of the certificate of merger or consolidation will be given
to the members and creditors of each constituent company and that notification of the merger or consolidation will be published in the Cayman Islands
Gazette. Dissenting shareholders have the right to be paid the fair value of their shares (which, if not agreed between the parties, will be determined by the
Cayman Islands court) if they follow the required procedures, subject to certain exceptions. Court approval is not required for a merger or consolidation
which is effected in compliance with these statutory procedures.

A  merger  between  a  Cayman  parent  company  and  its  Cayman  subsidiary  or  subsidiaries  does  not  require  authorization  by  a  resolution  of
shareholders  of  that  Cayman  subsidiary  if  a  copy  of  the  plan  of  merger  is  given  to  every  member  of  that  Cayman  subsidiary  to  be  merged  unless  that
member agrees otherwise. For this purpose a company is a “parent” of a subsidiary if it holds issued shares that together represent at least ninety percent
(90%) of the votes at a general meeting of the subsidiary.

6

 
 
 
 
 
 
 
The consent of each holder of a fixed or floating security interest over a constituent company is required unless this requirement is waived by a court

in the Cayman Islands.

Save in certain limited circumstances, a shareholder of a Cayman constituent company who dissents from the merger or consolidation is entitled to
payment of the fair value of his shares (which, if not agreed between the parties, will be determined by the Cayman Islands court) upon dissenting to the
merger  or  consolidation,  provided  that  the  dissenting  shareholder  complies  strictly  with  the  procedures  set  out  in  the  Companies Act.  The  exercise  of
dissenter rights will preclude the exercise by the dissenting shareholder of any other rights to which he or she might otherwise be entitled by virtue of
holding shares, save for the right to seek relief on the ground that the merger or consolidation is void or unlawful.

Separate from the statutory provisions relating to mergers and consolidations, the Companies Act also contains statutory provisions that facilitate the
reconstruction and amalgamation of companies by way of schemes of arrangement, provided that the arrangement is approved by a majority in number of
each class of shareholders or creditors with whom the arrangement is to be made, and who must in addition represent seventy-five per cent in value of each
such class of shareholders or creditors, as the case may be, that are present and voting either in person or by proxy at a meeting, or meetings, convened for
that purpose. The convening of the meetings and subsequently the arrangement must be sanctioned by the Grand Court of the Cayman Islands. While a
dissenting shareholder has the right to express to the court the view that the transaction ought not to be approved, the court can be expected to approve the
arrangement if it determines that:

•

•

•

•

  the statutory provisions as to the required majority vote have been met;

  the shareholders have been fairly represented at the meeting in question and the statutory majority are acting bona fide without coercion of

the minority to promote interests adverse to those of the class;

  the arrangement is such that may be reasonably approved by an intelligent and honest man of that class acting in respect of his interest; and

  the arrangement is not one that would more properly be sanctioned under some other provision of the Companies Act.

The  Companies Act  also  contains  a  statutory  power  of  compulsory  acquisition  which  may  facilitate  the  “squeeze  out”  of  dissentient  minority
shareholder upon a tender offer. When a tender offer is made and accepted by holders of 90.0% of the shares affected within four months, the offeror may,
within  a two-month  period  commencing  on  the  expiration  of  such  four-month  period,  by  notice  in  the  prescribed  manner  require  the  holders  of  the
remaining shares to transfer such shares to the offeror on the terms of the offer. An objection can be made to the Grand Court of the Cayman Islands but
this is unlikely to succeed in the case of an offer which has been so approved unless there is evidence of fraud.

If an arrangement and reconstruction by way of scheme of arrangement is thus approved and sanctioned, or if a tender offer is made and accepted, in
accordance with the foregoing statutory procedures, a dissenting shareholder would have no rights comparable to appraisal rights which would otherwise
ordinarily be available to dissenting shareholders of Delaware corporations, providing rights to receive payment in cash for the judicially determined value
of the shares.

Shareholders’ Suits.   In  principle,  we  will  normally  be  the  proper  plaintiff  to  sue  for  a  wrong  done  to  us  as  a  company,  and  as  a  general  rule  a
derivative action may not be brought by a minority shareholder. However, based on English authorities, which would in all likelihood be of persuasive
authority in the Cayman Islands, the Cayman Islands court can be expected to follow and apply the common law principles (namely the rule in Foss v.
Harbottle and the exceptions thereto) so that a non-controlling shareholder may be permitted to commence a class action against or derivative actions in
the name of the company to challenge actions where:

•

  a company acts or proposes to act illegally or ultra vires;

7

 
 
 
 
 
 
 
 
 
 
 
•

•

  the act complained of, although not ultra vires, could only be effected duly if authorized by more than a simple majority vote that has not

been obtained; and

  those who control the company are perpetrating a “fraud on the minority.”

Corporate Governance. Cayman Islands laws do not restrict transactions with directors, requiring only that directors exercise a duty of care and owe
a fiduciary duty to the companies for which they serve. Under our Memorandum and Articles of Association, subject to any separate requirement for audit
committee approval under the applicable rules of the Nasdaq Stock Market, Inc. or unless disqualified by the chairman of the relevant board meeting, so
long as a director discloses the nature of his interest in any contract or arrangement which he is interested in, such a director may vote in respect of any
contract or proposed contract or arrangement in which such director is interested and may be counted in the quorum at such meeting.

Indemnification of Directors and Executive Officers and Limitation of Liability. The ability of Cayman Islands companies to provide in their articles
of association for indemnification of officers and directors is limited, insofar as it is not permissible for the directors to contract out of the core fiduciary
duties they owe to the company, nor would any indemnity be effective if it were held by the Cayman Islands courts to be contrary to public policy, which
would include any attempt to provide indemnification against civil fraud or the consequences of committing a crime. Our Memorandum and Articles of
Association provide that our directors and officers shall be indemnified against all actions, costs, charges, losses, damages and expenses they shall or may
incur  or  sustain  by  or  by  reason  of  any  act  done,  concurred  in  or  omitted  in  or  about  the  execution  of  their  duty,  or  supposed  duty,  in  their  respective
offices or trusts; and none of them shall be answerable for the acts, receipts, neglects or defaults of the other or others of them or for joining in any receipts
for the sake of conformity, or for any bankers or other persons with whom any moneys or effects belonging to the Company shall or may be lodged or
deposited for safe custody, or for insufficiency or deficiency of any security upon which any moneys of or belonging to the Company shall be placed out
on or invested, or for any other loss, misfortune or damage which may happen in the execution of their respective offices, or in relation thereto; provided
that such indemnity shall not extend to any matter in respect of any fraud or dishonesty which may attach to any of our directors and officers. In addition,
each  shareholder  agrees  to  waive  any  claim  or  right  of  action  he  might  have,  whether  individually  or  by  or  in  the  right  of  the  Company,  against  any
director on account of any action taken by such director, or the failure of such director to take any action in the performance of his duties with or for the
Company; provided that such waiver shall not extend to any matter in respect of any fraud or dishonesty which may attach to such director.

Anti-Takeover Provisions in Our Memorandum and Articles of Association. Some provisions of our Memorandum and Articles of Association may
discourage,  delay  or  prevent  a  change  in  control  of  our  company  or  management  that  shareholders  may  consider  favorable,  including  provisions  that
authorize our board of directors to issue preferred shares in one or more series and to designate the price, rights, preferences, privileges and restrictions of
such preferred shares without any further vote or action by our shareholders, and the fact that we have a classified board of directors, with three classes of
directors, each of which stands for election in a given year to serve for a term of three years, unless a director earlier resigns or is removed.

However, under Cayman Islands law, our directors may only exercise the rights and powers granted to them under our Memorandum and Articles of
Association, as amended and restated from time to time, for a proper purpose and for what they believe in good faith to be in the best interests of our
company.

Directors’ Fiduciary Duties.  Under  Delaware  corporate  law,  a  director  of  a  Delaware  corporation  has  a  fiduciary  duty  to  the  corporation  and  its
shareholders. This duty has two components: the duty of care and the duty of loyalty. The duty of care requires that a director act in good faith, with the
care  that  an  ordinarily  prudent  person  would  exercise  under  similar  circumstances.  Under  this  duty,  a  director  must  inform  himself  of  all  material
information  reasonably  available  regarding  a  significant  transaction.  The  duty  of  loyalty  requires  that  a  director  act  in  a  manner  he  or  she  reasonably
believes  to  be  in  the  best  interests  of  the  corporation  and  its  stockholders.  He  or  she  must  not  use  his  or  her  corporate  position  for  personal  gain  or
advantage. This duty prohibits self-dealing by a director and mandates that the best interest of the corporation and its shareholders take precedence over
any interest possessed by a director, officer or controlling shareholder and not shared by the shareholders generally. In general, actions of a director are
presumed to have been made on an informed basis, in good faith and in the honest belief that the action taken was in the best interests of the corporation.
However,  this  presumption  may  be  rebutted  by  evidence  of  a  breach  of  one  of  the  fiduciary  duties.  Should  such  evidence  be  presented  concerning  a
transaction by a director, a director must prove the procedural fairness of the transaction and that the transaction was of fair value to the corporation.

8

 
 
 
 
As  a  matter  of  Cayman  Islands  law,  a  director  of  a  Cayman  Islands  company  is  in  the  position  of  a  fiduciary  with  respect  to  the  company  and
therefore he owes duties to the company including the following—a duty to act in good faith in the best interests of the company, a duty not to make a
personal profit based on his or her position as director (unless the company permits him to do so), a duty not to put himself in a position where the interests
of the company conflict with his or her personal interest or his or her duty to a third party and a duty to exercise powers for the purpose for which such
powers were intended. A director of a Cayman Islands company owes to the company a duty to act with diligence, skill and care. A director must exercise
the  skill  and  care  of  a  reasonably  diligent  person  having  both  –  (a)  the  general  knowledge,  skill  and  experience  that  may  reasonably  be  expected  of  a
person  in  the  same  position  (an  objective  test),  and  (b)  if  greater,  the  general  knowledge,  skill  and  experience  that  that  director  actually  possesses  (a
subjective test).

Shareholder  Proposals.  Under  the  SEC’s  rules  and  regulations,  a  shareholder  has  the  right  to  put  any  proposal  before  the  annual  meeting  of
shareholders of a public company, provided it complies with the notice provisions in the governing documents. The Delaware General Corporation Law
does not provide shareholders an express right to put any proposal before the annual meeting of shareholders, but in keeping with common law, Delaware
corporations generally afford shareholders an opportunity to make proposals and nominations provided that they comply with the notice provisions in the
certificate of incorporation or bylaws. A special meeting may be called by the board of directors or any other person authorized to do so in the governing
documents, but shareholders may be precluded from calling special meetings.

Cayman  Islands  law  does  not  provide  shareholders  with  any  right  to  table  resolutions  at  a  general  meeting.  Our  Memorandum  and Articles  of
Association provide that, an annual general meeting of the Company shall be held in each year other than the year of the Company’s incorporation; each
general meeting, other than an annual general meeting, shall be called an extraordinary general meeting, which may be called only by the chairman of our
board of directors or a majority of our board of directors and may not be called by any other person. As an exempted Cayman Islands company, we are not
obliged by law to hold shareholders’ annual general meetings under the Companies Act.

Cumulative  Voting.  Under  the  Delaware  General  Corporation  Law,  cumulative  voting  for  elections  of  directors  is  not  permitted  unless  the
corporation’s certificate of incorporation specifically provides for it. Cumulative voting potentially facilitates the representation of minority shareholders
on  a  board  of  directors  since  it  permits  the  minority  shareholder  to  cast  all  the  votes  to  which  the  shareholder  is  entitled  on  a  single  director,  which
increases  the  shareholder’s  voting  power  with  respect  to  electing  such  director.  Cayman  Islands  law  does  not  prohibit  cumulative  voting,  but  our
Memorandum  and Articles  of Association  do  not  provide  for  cumulative  voting. As  a  result,  our  shareholders  are  not  afforded  any  less  protections  or
rights on this issue than shareholders of a Delaware corporation.

Appointment of Directors.  The  shareholders  may  by  ordinary  resolution  elect  any  person  to  be  a  director  to  fill  a  casual  vacancy,  and  by  special
resolution elect any person to be a director as an addition to the existing board of directors. The directors may appoint any person as a director to fill a
casual vacancy on the board of directors or as an addition to the existing board of directors. Any director appointed by the board of directors to fill a casual
vacancy  shall,  unless  designated  by  the  board  of  directors  as  a  class  A  director,  a  class  B  director  or  a  class  C  director,  hold  office  until  the  first
general meeting after his appointment and be subject to re-election at such meeting, and any director appointed by the board of directors as an addition to
the  existing  board  of  directors  shall  hold  office  only  until  the  next  following  annual  general  meeting  of  the  Company  and  shall  then  be  eligible  for
re-election.

Removal of Directors. Under the Delaware General Corporation Law, a director of a corporation with a classified board may be removed only for
cause  with  the  approval  of  a  majority  of  the  outstanding  shares  entitled  to  vote,  unless  the  certificate  of  incorporation  provides  otherwise.  Under  our
Memorandum and Articles of Association, directors may be removed at any time by special resolution of our shareholders notwithstanding any agreement
between the Company and such director (but without prejudice to any claim for damages under such agreement).

9

 
Transactions with Interested Shareholders. The Delaware General Corporation Law contains a business combination statute applicable to Delaware
public corporations whereby, unless the corporation has specifically elected not to be governed by such statute in its certificate of incorporation or bylaws,
it  is  prohibited  from  engaging  in  certain  business  combinations  with  an  “interested  shareholder”  for  three  years  following  the  date  that  such  person
becomes an interested shareholder. An interested shareholder generally is a person or a group who or which owns or owned 15% or more of the target’s
outstanding voting stock or who or which is an affiliate or associate of the corporation and owned 15% or more of the corporation’s outstanding voting
stock  within  the  past  three  years.  This  has  the  effect  of  limiting  the  ability  of  a  potential  acquirer  to  make a  two-tiered  bid  for  the  target  in  which  all
shareholders  would  not  be  treated  equally.  The  statute  does  not  apply  if,  among  other  things,  prior  to  the  date  on  which  such  shareholder  becomes  an
interested  shareholder,  the  board  of  directors  approves  either  the  business  combination  or  the  transaction  which  resulted  in  the  person  becoming  an
interested  shareholder.  This  encourages  any  potential  acquirer  of  a  Delaware  corporation  to  negotiate  the  terms  of  any  acquisition  transaction  with  the
target’s board of directors.

Cayman Islands law has no comparable statute. As a result, we cannot avail ourselves of the types of protections afforded by the Delaware business
combination statute. However, although Cayman Islands law does not regulate transactions between a company and its significant shareholders, it does
provide that such transactions must be entered into bona fide in the best interests of the company and for a proper corporate purpose and not with the effect
of constituting a fraud on the minority shareholders.

Dissolution; Winding Up. Under the Delaware General Corporation Law, unless the board of directors approves the proposal to dissolve, dissolution
must be approved by shareholders holding 100% of the total voting power of the corporation. Only if the dissolution is initiated by the board of directors
may it be approved by a simple majority of the corporation’s outstanding shares. Delaware law allows a Delaware corporation to include in its certificate
of incorporation a supermajority voting requirement in connection with dissolutions initiated by the board.

Under Cayman Islands law, a company may be wound up by either an order of the courts of the Cayman Islands or by a special resolution of its
shareholders or, if the company is unable to pay its debts as they fall due, by an ordinary resolution of its shareholders. The court has authority to order
winding up in a number of specified circumstances including where it is, in the opinion of the court, just and equitable to do so. Under the Companies Act
and our Memorandum and Articles of Association, our company may be dissolved, liquidated or wound up by a special resolution of our shareholders.

Variation of Rights of Shares. Under the Delaware General Corporation Law, a corporation may vary the rights of a class of shares with the approval
of a majority of the outstanding shares of such class, unless the certificate of incorporation provides otherwise. Under our Memorandum and Articles of
Association,  subject  to  the  Companies  Act  and  without  prejudice  to  the  provisions  relating  to  share  rights  in  our  Memorandum  and  Articles  of
Association, we may only vary the rights attached to any class of shares (subject to the terms of issue of the shares of that class) with the sanction of a
special resolution passed at a separate general meeting of the holders of the shares of that class.

Amendment of Governing Documents. Under the Delaware General Corporation Law, a corporation’s certificate of incorporation may be amended
only if adopted and declared advisable by the board of directors and approved by a majority of the outstanding shares entitled to vote and the bylaws may
be amended with the approval of a majority of the outstanding shares entitled to vote and may, if so provided in the certificate of incorporation, also be
amended by the board of directors. Under the Companies Act, our Memorandum and Articles of Association may only be amended by special resolution
of our shareholders.

Rights of Non-Resident or Foreign Shareholders. There are no limitations imposed by our Memorandum and Articles of Association on the rights
of  non-resident  or  foreign  shareholders  to  hold  or  exercise  voting  rights  on  our  shares.  In  addition,  there  are  no  provisions  in  our  Memorandum  and
Articles of Association governing the ownership threshold above which shareholder ownership must be disclosed.

Directors’ Power to Issue Shares. Under our Memorandum and Articles of Association, our board of directors is empowered to issue or allot shares

or grant options and warrants with or without preferred, deferred, qualified or other special rights or restrictions.

10

 
Issuance of Additional Common Shares or Preferred Shares

Our Memorandum and Articles of Association authorizes our board of directors to issue additional common shares from time to time as our board of

directors shall determine, to the extent of available authorized but unissued shares.

Our Memorandum and Articles of Association authorize our board of directors to establish from time to time one or more series of preferred shares

and to determine, with respect to any series of preferred shares, the terms and rights of that series, including:

•

•

•

•

  the designation of the series;

  the number of shares of the series;

  the dividend rights, dividend rates, conversion rights, voting rights; and

  the rights and terms of redemption and liquidation preferences.

Our  board  of  directors  may  issue  series  of  preferred  shares  without  action  by  our  shareholders  to  the  extent  of  authorized  but  unissued  shares.
Accordingly, the issuance of preferred shares may adversely affect the rights of the holders of the common shares. In addition, the issuance of preferred
shares may be used as an anti-takeover device without further action on the part of the shareholders. Issuance of preferred shares may dilute the voting
power of holders of common shares.

Subject to applicable regulatory requirements, our board of directors may issue additional common shares without action by our shareholders to the
extent  of  available  authorized  but  unissued  shares.  The  issuance  of  additional  common  shares  may  be  used  as  an  anti-takeover  device  without  further
action on the part of the shareholders. Such issuance may dilute the voting power of existing holders of common shares.

Inspection of Books and Records

Holders  of  our  common  shares  have  no  general  right  under  Cayman  Islands  law  to  inspect  or  obtain  copies  of  our  list  of  shareholders  or  our
corporate records. However, our Memorandum and Articles of Association provide that our register of members will be open to inspection for such times
and on such days as our board of directors shall determine. Our accounting and other records are not available for inspection (other than by the board of
directors) unless otherwise provided by applicable law, authorized by the board of the directors, or by the shareholders in a general meeting. However, we
will provide our shareholders with annual audited financial statements.

DESCRIPTION OF AMERICAN DEPOSITARY SHARES

General

American Depositary Shares are frequently referred to as “ADSs” and represent ownership interests in securities that are on deposit with a depositary

bank. ADSs may be represented by certificates that are commonly known as “American Depositary Receipts” or “ADRs.”

Citibank, N.A. (the “depositary” or the “depositary bank”) has agreed to act as the depositary bank for the American Depositary Shares. Citibank,
N.A.’s depositary offices are located at 388 Greenwich Street, New York, New York 10013, U.S.A. A depositary bank typically appoints a custodian to
safekeep the securities on deposit. In this case, the custodian is Citibank Hong Kong (the “custodian”). We appointed Citibank, N.A. as depositary bank
pursuant to a deposit agreement, which has been filed with the SEC under cover of a Registration Statement on Form F-6 and is incorporated by reference
as an exhibit to the annual report of which this exhibit is a part.

We  are  providing  you  with  a  summary  description  of  the  material  terms  of  the ADSs  and  of  your  material  rights  as  an  owner  of ADSs.  Please
remember that summaries by their nature lack the precision of the information summarized and that a holder’s rights and obligations as an owner of ADSs
will be determined by reference to the terms of the deposit agreement and not by this summary. The portions of this summary description that are italicized
describe matters that may be relevant to the ownership of ADSs but that may not be contained in the deposit agreement. This summary is not complete,
and you should read the entire deposit agreement.

11

 
 
 
 
 
 
 
 
 
Each ADS  represents  rights  with  regard  to  two  common  shares  on  deposit  with  the  custodian,  including  the  right  to  receive  any  other  property
received by the depositary bank or the custodian on behalf of the owner of the ADS but that has not been distributed to the owners of ADSs because of
legal  restrictions  or  practical  considerations,  and  to  instruct  the  depositary  bank  how  you  would  like  to  vote  the  common  shares  which  your ADSs
represent. We and the depositary bank may agree to change the ADS-to-common share ratio by amending the deposit agreement. This amendment may
give  rise  to,  or  change,  the  depositary  fees  payable  by ADS  owners.  The  custodian,  the  depositary  bank  and  their  respective  nominees  will  hold  all
deposited property for the benefit of the holders and beneficial owners of ADSs. The deposited property does not constitute the proprietary assets of the
depositary bank, the custodian or their nominees. Beneficial ownership in the deposited property will under the terms of the deposit agreement be vested in
the beneficial owners of the ADSs. The depositary bank, the custodian and their respective nominees will be the record holders of the deposited property
represented by the ADSs for the benefit of the holders and beneficial owners of the corresponding ADSs. A beneficial owner of ADSs may or may not be
the  holder  of ADSs.  Beneficial  owners  of ADSs  will  be  able  to  receive,  and  to  exercise  beneficial  ownership  interests  in,  the  deposited  property  only
through the registered holders of the ADSs, the registered holders of the ADSs (on behalf of the applicable ADS owners) only through the depositary bank,
and the depositary bank (on behalf of the owners of the corresponding ADSs) directly, or indirectly, through the custodian or their respective nominees, in
each case upon the terms of the deposit agreement.

If  you  are  an  owner  of ADSs,  you  are  party  to  the  deposit  agreement  and  therefore  will  be  bound  to  its  terms  and  to  the  terms  of  the ADR  that
represents your ADSs. The deposit agreement and the ADRs specify our rights and obligations as well as your rights and obligations as an owner of ADSs
and those of the depositary bank. As a holder of our ADSs, you appoint the depositary bank to act on your behalf in certain circumstances. The deposit
agreement and the ADRs are governed by New York law. However, our obligations to the holders of common shares will continue to be governed by the
laws of the Cayman Islands, which may be different from the laws of the United States.

In  addition,  applicable  laws  and  regulations  may  require  you  to  satisfy  reporting  requirements  and  obtain  regulatory  approvals  in  certain
circumstances. You are solely responsible for complying with such reporting requirements and obtaining such approvals. Neither the depositary bank, the
custodian, us nor any of their or our respective agents or affiliates shall be required to take any actions whatsoever on your behalf to satisfy such reporting
requirements or obtain such regulatory approvals under applicable laws and regulations.

As an owner of ADSs, we will not treat you as one of our shareholders and you will not have direct shareholder rights. The depositary bank will
hold on your behalf the shareholder rights attached to the common shares underlying your ADSs. As an owner of ADSs you will be able to exercise the
shareholders  rights  for  the  common  shares  represented  by  your  ADSs  through  the  depositary  bank  only  to  the  extent  contemplated  in  the  deposit
agreement. To exercise any shareholder rights not contemplated in the deposit agreement you will, as an ADS owner, need to arrange for the cancellation
of your ADSs and become a direct shareholder.

the  ADSs.  The  direct  registration  system 

The manner in which you own the ADSs (e.g., in a brokerage account vs. as registered holder, or as holder of certificated vs. uncertificated ADSs)
may affect your rights and obligations, and the manner in which, and extent to which, the depositary bank’s services are made available to you. As an
owner  of ADSs,  you  may  hold  your ADSs  either  by  means  of  an ADR  registered  in  your  name,  through  a  brokerage  account,  or  through  an  account
established by the depositary bank in your name reflecting the registration of uncertificated ADSs directly on the books of the depositary bank (commonly
referred to as the “direct registration system”). The direct registration system reflects the uncertificated (book-entry) registration of ownership of ADSs by
the depositary bank. Under the direct registration system, ownership of ADSs is evidenced by periodic statements issued by the depositary bank to the
holders  of 
the  depositary  bank  and  The  Depository
Trust Company (“DTC”), the central book-entry clearing and settlement system for equity securities in the United States. If you decide to hold your ADSs
through your brokerage or safekeeping account, you must rely on the procedures of your broker or bank to assert your rights as an ADS owner. Banks and
brokers  typically  hold  securities  such  as ADSs  through  clearing  and  settlement  systems  such  as  DTC.  The  procedures  of  such  clearing  and  settlement
systems may limit your ability to exercise your rights as an owner of ADSs. Please consult with your broker or bank if you have any questions concerning
these limitations and procedures. All ADSs held through DTC will be registered in the name of a nominee of DTC. No ADSs will be issued in bearer
form. This summary description assumes you have opted to own the ADSs directly by means of an ADR registered in your name and, as such, we will
refer to you as the “holder.” When we refer to “you,” we assume the reader owns ADSs and will own ADSs at the relevant time. If you hold your ADSs
through a brokerage, please consult your broker for their own procedures regarding the topics discussed below.

includes  automated 

transfers  between 

12

 
The registration of the common shares in the name of the depositary bank or the custodian shall, to the maximum extent permitted by applicable law,
vest in the depositary bank or the custodian the record ownership in the applicable common shares with the beneficial ownership rights and interests in
such  common  shares  being  at  all  times  vested  with  the  beneficial  owners  of  the ADSs  representing  the  common  shares.  The  depositary  bank  or  the
custodian shall at all times be entitled to exercise the beneficial ownership rights in all deposited property, in each case only on behalf of the holders and
beneficial owners of the ADSs representing the deposited property.

Notices

The  depositary  bank  shall  arrange,  at  our  request  and  expense,  to  provide  copies  thereof  to  all  holders  or  make  such  notices,  reports  and  other
communications, including proxy soliciting materials, available to all holders on a basis similar to that for holders of common shares or on such other basis
as we may advise the depositary bank or as may be required by any applicable law, regulation or stock exchange requirement.

On or before the first date on which we give notice, by publication or otherwise, of any meeting of holders of common shares or of any adjourned
meeting or of the taking of any action by such holders other than at a meeting, or of the taking of any action in respect of any cash or other distributions or
the offering of any rights in respect of our common shares, we will transmit to the depositary bank and the custodian a copy of the notice thereof in the
English language but otherwise in the form given or to be given to holders of our common shares. The Company shall also furnish to the custodian and the
depositary bank a summary, in English, of any applicable provisions or proposed provisions of the Memorandum and Articles of Association that may be
relevant or pertain to such notice of meeting or be the subject of a vote thereat.

The depositary bank will, at our expense, make available a copy of any such notices, reports or communications issued by us and delivered to the
depositary  bank  for  inspection  by  the  holders  of  the ADSs  at  the  depositary  bank’s  principal  office,  at  the  office  of  the  custodian  and  at  any  other
designated transfer office.

Dividends and Distributions

As a holder, you generally have the right to receive the distributions we make on the securities deposited with the custodian bank. Your receipt of
these distributions may be limited, however, by practical considerations and legal limitations. Holders will receive such distributions under the terms of the
deposit agreement in proportion to the number of ADSs held as of a specified record date.

Distributions of Cash

Whenever we make a cash distribution for the securities on deposit with the custodian, we will give prior notice thereof to the depositary bank and
we  will  deposit  the  funds  with  the  custodian.  Upon  receipt  of  confirmation  of  the  deposit  of  the  requisite  funds,  the  depositary  bank  will  arrange,  if
necessary, for the funds to be converted into U.S. dollars and for the distribution of the U.S. dollars to the holders, subject to the laws of the Cayman
Islands and regulations.

The  conversion  into  U.S.  dollars  will  take  place  only  if  practicable  and  if  the  U.S.  dollars  are  transferable  to  the  United  States.  The  amounts
distributed to holders will be net of the fees, expenses, taxes and governmental charges payable by holders under the terms of the deposit agreement. The
depositary bank will apply the same method for distributing the proceeds of the sale of any property (such as undistributed rights) held by the custodian in
respect of securities on deposit.

The depositary bank will hold any cash amounts it is unable to distribute in a non-interest bearing account for the benefit of the applicable holders
and beneficial owners of ADSs until the distribution can be effected or the funds that the depositary bank holds must be escheated as unclaimed property in
accordance with the laws of the relevant states of the United States.

13

 
Distributions of Shares

Whenever we make a free distribution of common shares for the securities on deposit with the custodian, we will give prior notice thereof to the
depositary bank. The depositary bank will either distribute to holders new ADSs representing the common shares deposited or modify the ADS-to-common
shares ratio, in which case each ADS you hold will represent rights and interests in the additional common shares so deposited. Only whole new ADSs will
be distributed. Fractional entitlements will be sold and the proceeds of such sale will be distributed as in the case of a cash distribution.

The distribution of new ADSs or the modification of the ADS-to-common shares ratio upon a distribution of common shares will be made net of the
fees, expenses, taxes and governmental charges payable by holders under the terms of the deposit agreement. In order to pay such taxes or governmental
charges, the depositary bank may sell all or a portion of the new common shares so distributed.

No such distribution of new ADSs will be made if it would violate applicable law or if it is not operationally practicable. If the depositary bank does
not distribute new ADSs as described above, it may sell the common shares received upon the terms described in the deposit agreement and will distribute
the proceeds of the sale as in the case of a distribution of cash.

Distributions of Rights

Whenever we intend to distribute rights to purchase additional common shares, we will give prior notice to the depositary bank and we will assist the

depositary bank in determining whether it is lawful and reasonably practicable to distribute rights to purchase additional ADSs to holders.

The depositary bank will establish procedures to distribute rights to purchase additional ADSs to holders and to enable such holders to exercise such
rights if it is lawful and reasonably practicable to make the rights available to holders of ADSs, and if we provide all of the documentation contemplated in
the deposit agreement (such as opinions to address the lawfulness of the transaction). You may have to pay fees, expenses, taxes and other governmental
charges  to  subscribe  for  the  new ADSs  upon  the  exercise  of  your  rights.  The  depositary  bank  is  not  obligated  to  establish  procedures  to  facilitate  the
distribution and exercise by holders of rights to purchase new common shares other than in the form of ADSs.

The depositary bank will not distribute the rights to you if:

•

•

•

  We do not timely request that the rights be distributed to you or we request that the rights not be distributed to you;

  We fail to deliver satisfactory documents to the depositary bank; or

  It is not reasonably practicable to distribute the rights.

The depositary bank will sell the rights that are not exercised or not distributed if such sale is lawful and reasonably practicable. The proceeds of
such sale will be distributed to holders as in the case of a cash distribution. If the depositary bank is unable to sell the rights, it will allow the rights to lapse.

Elective Distributions

Whenever we intend to distribute a dividend payable at the election of shareholders either in cash or in additional common shares, we will give prior
notice thereof to the depositary bank and will indicate whether we wish the elective distribution to be made available to you. In such case, we will assist the
depositary bank in determining whether such distribution is lawful and reasonably practicable.

The  depositary  bank  will  make  the  election  available  to  you  only  if  it  is  reasonably  practical  and  if  we  have  provided  all  of  the  documentation
contemplated in the deposit agreement. In such case, the depositary bank will establish procedures to enable you to elect to receive either cash or additional
ADSs, in each case as described in the deposit agreement.

If the election is not made available to you, you will receive either cash or additional ADSs, depending on what a shareholder would receive upon

failing to make an election, as more fully described in the deposit agreement.

14

 
 
 
 
 
 
 
Other Distributions

Whenever  we  intend  to  distribute  property  other  than  cash,  common  shares  or  rights  to  purchase  additional  common  shares,  we  will  notify  the
depositary bank in advance and will indicate whether we wish such distribution to be made to you. If so, we will assist the depositary bank in determining
whether such distribution to holders is lawful and reasonably practicable.

If it is reasonably practicable to distribute such property to you and if we provide all of the documentation contemplated in the deposit agreement, the

depositary bank will distribute the property to the holders in a manner it deems practicable.

The distribution will be made net of fees, expenses, taxes and governmental charges payable by holders under the terms of the deposit agreement. In

order to pay such taxes and governmental charges, the depositary bank may sell all or a portion of the property received.

The depositary bank will not distribute the property to you and will sell the property if:

•

•

•

  We do not request that the property be distributed to you or if we ask that the property not be distributed to you;

  We do not deliver satisfactory documents to the depositary bank; or

  The depositary bank determines that all or a portion of the distribution to you is not reasonably practicable.

The proceeds of such a sale will be distributed to holders as in the case of a cash distribution.

Redemptions

Whenever we decide to redeem any of the securities on deposit with the custodian, we will notify the depositary bank. If it is reasonably practicable
and  if  we  provide  all  of  the  documentation  contemplated  in  the  deposit  agreement,  the  depositary  bank  will  provide  a  notice  of  the  redemption  to  the
holders.

The custodian will be instructed to surrender the common shares being redeemed against payment of the applicable redemption price. The depositary
bank will convert the redemption funds received into U.S. dollars upon the terms of the deposit agreement and will establish procedures to enable holders
to receive the net proceeds from the redemption upon surrender of their ADSs to the depositary bank. You may have to pay fees, expenses, taxes and other
governmental charges upon the redemption of your ADSs. If less than all ADSs are being redeemed, the ADSs to be retired will be selected by lot or on a
pro rata basis, as the depositary bank may determine.

Changes Affecting Shares

The common shares held on deposit for your ADSs may change from time to time. For example, there may be a change in nominal or par value, a
split-up, cancellation, consolidation or reclassification of such common shares or a recapitalization, reorganization, merger, consolidation or sale of assets.

If any such change were to occur, your ADSs would, to the extent permitted by law and the deposit agreement, represent the right to receive the
property received or exchanged in respect of the common shares held on deposit. The depositary bank may in such circumstances deliver new ADSs to
you, amend the deposit agreement, the ADRs and the applicable Registration Statement(s) on Form F-6, or call for the exchange of your existing ADSs for
new ADSs and take any other actions that are appropriate to reflect as to the ADSs the change affecting the common shares. If the depositary bank may not
lawfully  distribute  such  property  to  you,  the  depositary  bank  may  sell  such  property  and  distribute  the  net  proceeds  to  you  as  in  the  case  of  a  cash
distribution.

Issuance of ADSs upon Deposit of Common Shares

The depositary bank may create ADSs on your behalf if you or your broker deposit common shares with the custodian. The depositary bank will
deliver these ADSs to the person you indicate only after you pay any applicable issuance fees and any charges and taxes payable for the transfer of the
common  shares  to  the  custodian.  Your  ability  to  deposit  common  shares  and  receive  ADSs  may  be  limited  by  U.S.  and  Cayman  Islands  legal
considerations applicable at the time of deposit.

15

 
 
 
 
 
 
 
The issuance of ADSs may be delayed until the depositary bank or the custodian receives confirmation that all required approvals have been given

and that the common shares have been duly transferred to the custodian. The depositary bank will only issue ADSs in whole numbers.

If you make a deposit of common shares, you will be responsible for transferring good and valid title to the depositary bank. As such, you will be

deemed to represent and warrant that:

•

•

•

•

•

  The common shares are duly authorized, validly issued, fully paid, non-assessable and legally obtained.

  All preemptive (and similar) rights, if any, with respect to such common shares have been validly waived or exercised.

  You are duly authorized to deposit the common shares.

  The common shares presented for deposit are free and clear of any lien, encumbrance, security interest, charge, mortgage or adverse claim,

and are not, and the ADSs issuable upon such deposit will not be, “restricted securities” (as defined in the deposit agreement).

  The common shares presented for deposit have not been stripped of any rights or entitlements.

If any of the representations or warranties are incorrect in any way, we and the depositary bank may, at your cost and expense, take any and all

actions necessary to correct the consequences of the misrepresentations.

Transfer, Combination and Split Up of ADRs

As an ADR holder, you will be entitled to transfer, combine or split up your ADRs and the ADSs evidenced thereby. For transfers of ADRs, you will

have to surrender the ADRs to be transferred to the depositary bank and also must:

•

•

•

•

  Ensure that the surrendered ADR is properly endorsed or otherwise in proper form for transfer;

  Provide such proof of identity and genuineness of signatures as the depositary bank deems appropriate;

  Provide any transfer stamps required by the State of New York or the United States; and

  Pay all applicable fees, charges, expenses, taxes and other government charges payable by ADR holders pursuant to the terms of the deposit

agreement, upon the transfer of ADRs.

To have your ADRs either combined or split up, you must surrender the ADRs in question to the depositary bank with your request to have them
combined or split up, and you must pay all applicable fees, charges and expenses payable by ADR holders, pursuant to the terms of the deposit agreement,
upon a combination or split up of ADRs.

Withdrawal of Shares upon Cancellation of ADSs

As  a  holder,  you  will  be  entitled  to  present  your ADSs  to  the  depositary  bank  for  cancellation  and  then  receive  the  corresponding  number  of
underlying  common  shares  at  the  custodian’s  offices.  Your  ability  to  withdraw  the  common  shares  may  be  limited  by  U.S.  and  Cayman  Islands  legal
considerations applicable at the time of withdrawal. In order to withdraw the common shares represented by your ADSs, you will be required to pay to the
depositary  bank  the  fees  for  cancellation  of ADSs  and  any  charges  and  taxes  payable  upon  the  transfer  of  the  common  shares  being  withdrawn.  You
assume the risk for delivery of all funds and securities upon withdrawal. Once canceled, the ADSs will not have any rights under the deposit agreement.

If you hold ADSs registered in your name, the depositary bank may ask you to provide proof of identity and genuineness of any signature and such
other documents as the depositary bank may deem appropriate before it will cancel your ADSs. The withdrawal of the common shares represented by your
ADSs may be delayed until the depositary bank receives satisfactory evidence of compliance with all applicable laws and regulations. Please keep in mind
that the depositary bank will only accept ADSs for cancellation that represent a whole number of securities on deposit.

16

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
You will have the right to withdraw the securities represented by your ADSs at any time except for:

•

•

•

  Temporary  delays  that  may  arise  because  (i)  the  transfer  books  for  the  common  shares  or ADSs  are  closed,  or  (ii)  common  shares  are

immobilized on account of a shareholders’ meeting or a payment of dividends.

  Obligations to pay fees, taxes and similar charges.

  Restrictions imposed because of laws or regulations applicable to ADSs or the withdrawal of securities on deposit.

The  deposit  agreement  may  not  be  modified  to  impair  your  right  to  withdraw  the  securities  represented  by  your ADSs  except  to  comply  with

mandatory provisions of law.

Voting Rights

As a holder, you generally have the right under the deposit agreement to instruct the depositary bank to exercise the voting rights for the common

shares represented by your ADSs. The voting rights of holders of common shares are described in “—Voting Rights Attaching to the Shares” above.

At our request, the depositary bank will distribute to you any notice of shareholders’ meeting received from us together with information explaining

how to instruct the depositary bank to exercise the voting rights of the securities represented by ADSs.

If the depositary bank timely receives voting instructions from a holder of ADSs, it will endeavor to vote the securities represented by the holder’s

ADSs in accordance with such voting instructions.

In the event of voting by a show of hands, each shareholder has one vote irrespective of the number of common shares held by such person and the
depositary bank shall vote or cause the custodian to vote all the common shares then on deposit in accordance with instructions received from a majority
of holders giving voting instructions. In the event of poll voting, each shareholder has an amount of votes equal to the number of common shares held as of
record date for the meeting and the depositary bank shall vote or cause the custodian to vote the common shares on deposit in respect of ADSs for which
holder of ADSs have timely given voting instructions to the depositary bank.

If the depositary bank timely receives voting instructions from a holder of ADSs that fail to specify the manner in which the depositary bank is to
vote the common shares represented by that holder’s ADSs, the depositary bank will deem the holder to have voted in favor of the items set forth in the
voting instructions. If the depositary bank does not timely receive voting instructions from a holder of ADSs and we have timely provided the depositary
bank with our notice of meeting and related materials, that holder will be deemed, and the depositary bank will deem that holder to have instructed the
depositary bank to give a discretionary proxy to a person designated by us to vote the common shares represented by the ADSs at our discretion, unless:

•

•

•

•

•

  we have failed to timely provide the depositary bank with our notice of meeting and related voting materials;

  we have instructed the depositary bank that we do not wish a discretionary proxy to be given;

  we have informed the depositary bank that there is substantial opposition as to a matter to be voted on at the meeting;

  a matter to be voted on at the meeting would have a material adverse impact on shareholders; or

  voting at the meeting is made on a show of hands.

We have advised the depositary bank that under the Cayman Islands’ law as in effect as of the date of the deposit agreement, voting at any meeting
of shareholders is by show of hands unless a poll is demanded. The depositary bank will not join in demanding a poll, whether or not requested to do so by
holders of ADSs. Please see above under “—Voting Rights Attaching to the Shares.”

Please note that the ability of the depositary bank to carry out voting instructions may be limited by practical and legal limitations and the terms of
the securities on deposit. We cannot assure you that you will receive voting materials in time to enable you to return voting instructions to the depositary
bank in a timely manner.

17

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
Fees and Charges

As an ADS holder, you will be required to pay the following fees under the terms of the deposit agreement:

(1)   Issuance of ADSs upon deposit of Shares (excluding issuances as a

Up to U.S. $5.00 per 100 ADSs (or fraction thereof) issued.

result of distributions described in paragraph (4) below).

Service

Rate

(2)   Delivery of Deposited Securities against surrender of ADSs.

Up to U.S. $5.00 per 100 ADSs (or fraction thereof) surrendered.

(3)   Distribution of cash dividends or other cash distributions (i.e., sale of

Up to U.S. $2.00 per 100 ADSs (or fraction thereof) held.

rights and other entitlements).

(4)      Distribution  of ADSs  pursuant  to  (i)  stock  dividends  or  other  free
stock  distributions,  or  (ii)  exercise  of  rights  to  purchase  additional
ADSs.

Up to U.S. $5.00 per 100 ADSs (or fraction thereof) held.

(5)      Distribution  of  securities  other  than  ADSs  or  rights  to  purchase

Up to U.S. $5.00 per 100 ADSs (or fraction thereof) held.

additional ADSs (i.e., spin-off shares).

(6)   Depositary Services.

(7)   Transfer of ADRs.

Up to U.S. $2.00 per 100 ADSs (or fraction thereof) held.

U.S. $1.50 per certificate presented for transfer.

As an ADS holder you will also be responsible to pay certain charges such as:

•

•

•

•

•

•

  taxes (including applicable interest and penalties) and other governmental charges;

  registration  fees  as  may  from  time  to  time  be  in  effect  for  the  registration  of  common  shares  or  other  Deposited  Securities  on  the  share
register and applicable to transfers of common shares or other Deposited Securities to or from the name of the Custodian, the Depositary or
any nominees upon the making of deposits and withdrawals, respectively;

  cable, telex and facsimile transmission and delivery expenses as are expressly provided in the Deposit Agreement to be at the expense of the

person depositing or withdrawing Common shares or Holders and Beneficial Owners of ADSs;

  the expenses and charges incurred by the depositary bank in the conversion of foreign currency;

  fees  and  expenses  as  are  incurred  by  the  depositary  bank  in  connection  with  compliance  with  exchange  control  regulations  and  other

regulatory requirements applicable to common shares, Deposited Securities, ADSs and ADRs; and

  the fees incurred by the depositary bank, the Custodian, or any nominee in connection with the servicing or delivery of Deposited Securities.

18

 
  
   
  
 
  
 
  
 
  
 
  
 
  
 
  
 
 
 
 
 
 
 
 
 
 
 
 
 
 
ADS fees and charges for (i) the issuance of ADSs, and (ii) the cancellation of ADSs are charged to the person for whom the ADSs are issued (in the
case of ADS issuances) and to the person for whom ADSs are cancelled (in the case of ADS cancellations). In the case of ADSs issued by the depositary
bank into DTC, the ADS issuance and cancellation fees and charges may be deducted from distributions made through DTC, and may be charged to the
DTC participant(s) receiving the ADSs being issued or the DTC participant(s) holding the ADSs being cancelled, as the case may be, on behalf of the
beneficial owner(s) and will be charged by the DTC participant(s) to the account of the applicable beneficial owner(s) in accordance with the procedures
and practices of the DTC participants as in effect at the time. ADS fees and charges in respect of distributions and the ADS service fee are charged to the
holders as of the applicable ADS record date. In the case of distributions of cash, the amount of the applicable ADS fees and charges is deducted from the
funds being distributed. In the case of (i) distributions other than cash and (ii) the ADS service fee, holders as of the ADS record date will be invoiced for
the amount of the ADS fees and charges and such ADS fees and charges may be deducted from distributions made to holders of ADSs. For ADSs held
through DTC, the ADS fees and charges for distributions other than cash and the ADS service fee may be deducted from distributions made through DTC,
and may be charged to the DTC participants in accordance with the procedures and practices prescribed by DTC and the DTC participants in turn charge
the amount of such ADS fees and charges to the beneficial owners for whom they hold ADSs. In the case of (i) registration of ADS transfers, the ADS
transfer fee will be payable by the ADS Holder whose ADSs are being transferred or by the person to whom the ADSs are transferred, and (ii) conversion
of ADSs of one series for ADSs of another series, the ADS conversion fee will be payable by the Holder whose ADSs are converted or by the person to
whom the converted ADSs are delivered.

In  the  event  of  refusal  to  pay  the  depositary  bank  fees,  the  depositary  bank  may,  under  the  terms  of  the  deposit  agreement,  refuse  the  requested
service  until  payment  is  received  or  may  set  off  the  amount  of  the  depositary  bank  fees  from  any  distribution  to  be  made  to  the ADS  holder.  Certain
depositary  fees  and  charges  (such  as  the ADS  services  fee)  may  become  payable  shortly  after  the  closing  of  the ADS  offering.  Note  that  the  fees  and
charges you may be required to pay may vary over time and may be changed by us and by the depositary bank. You will receive prior notice of such
changes. The depositary bank may reimburse us for certain expenses incurred by us in respect of the ADR program, by making available a portion of the
ADS fees charged in respect of the ADR program or otherwise, upon such terms and conditions as we and the depositary bank agree from time to time.

Amendments and Termination

We may agree with the depositary bank to modify the deposit agreement at any time without your consent. We undertake to give holders 30 days’
prior notice of any modifications that would materially prejudice any of their substantial rights under the deposit agreement. We will not consider to be
materially prejudicial to your substantial rights any modifications or supplements that are reasonably necessary for the ADSs to be registered under the
Securities Act of 1933, as amended, or to be eligible for book-entry settlement, in each case without imposing or increasing the fees and charges you are
required to pay. In addition, we may not be able to provide you with prior notice of any modifications or supplements that are required to accommodate
compliance with applicable provisions of law.

You will be bound by the modifications to the deposit agreement if you continue to hold your ADSs after the modifications to the deposit agreement
become effective. The deposit agreement cannot be amended to prevent you from withdrawing the common shares represented by your ADSs (except to
comply with mandatory provisions of law).

We have the right to direct the depositary bank to terminate the deposit agreement. Similarly, the depositary bank may in certain circumstances on
its own initiative terminate the deposit agreement. In either case, the depositary bank must give notice to the holders at least 30 days before termination,
which notice shall fix a date for termination of the deposit agreement.

After the termination and prior to any sale of the deposited securities held on deposit, you will be able to request the cancellation of your ADSs and
the withdrawal of  the  common  shares  represented  by  your ADSs  and  the  delivery  of  all  other  property  held  by  the  depositary  bank  in  respect  of  those
common shares on the same terms as prior to the termination. During such period, the depositary bank will continue to collect all distributions received on
the common shares on deposit (e.g., dividends) but will not distribute any such property to you until you request the cancellation of your ADSs.

At any time after the date fixed for termination of the deposit agreement, the depositary bank may sell the securities held on deposit. The depositary
bank will hold the proceeds from such sale and any other funds then held for the holders of ADSs in a non-interest  bearing  account. At  that  point,  the
depositary bank will have no further obligations to holders other than to account for the funds then held for the holders of ADSs still outstanding (after
deduction of applicable fees, expenses and taxes).

19

 
After termination, your obligations under the deposit agreement as an ADS holder will continue until your ADSs are presented to the depositary bank

for cancellation.

Books of Depositary

The depositary bank will maintain ADS holder records at its depositary office. You may inspect such records at such office during regular business

hours but solely for the purpose of communicating with other holders in the interest of business matters relating to the ADSs and the deposit agreement.

The  depositary  bank  will  maintain  in  New  York  facilities  to  record  and  process  the  issuance,  cancellation,  combination, split-up  and  transfer  of

ADRs. These facilities may be closed from time to time, to the extent not prohibited by law.

Limitations on Obligations and Liabilities

The deposit agreement limits our obligations and the depositary bank’s obligations to you. Please note the following:

•

•

•

•

•

•

•

•

•

  We and the depositary bank are obligated only to take the actions specifically stated in the deposit agreement without negligence or bad faith.

  The depositary bank disclaims any liability for any failure to carry out voting instructions, for any manner in which a vote is cast or for the

effect of any vote, provided that it acts in good faith and in accordance with the terms of the deposit agreement.

  The depositary bank disclaims any liability for any failure to determine the lawfulness or practicality of any action, for the content of any
document forwarded to you on our behalf or for the accuracy of any translation of such a document, for the investment risks associated with
investing  in  common  shares,  for  the  validity  or  worth  of  the  common  shares,  for  any  tax  consequences  that  result  from  the  ownership  of
ADSs,  for  the  credit-worthiness  of  any  third  party,  for  allowing  any  rights  to  lapse  under  the  terms  of  the  deposit  agreement,  for  the
timeliness of any of our notices or for our failure to give notice.

  We and the depositary bank will not be obligated to perform any act that is inconsistent with the terms of the deposit agreement.

  We and the depositary bank disclaim any liability if we or the depositary bank are prevented or forbidden from or subject to any civil or
criminal  penalty  or  restraint  on  account  of,  or  delayed  in,  doing  or  performing  any  act  or  thing  required  by  the  terms  of  the  deposit
agreement,  by  reason  of  any  provision,  present  or  future  of  any  law  or  regulation,  any  provision  of  our  Memorandum  and Articles  of
Association, any provision of any securities on deposit or by reason of any act of God or war or other circumstances beyond our control.

  We and the depositary bank disclaim any liability by reason of any exercise of, or failure to exercise, any discretion provided for the deposit

agreement or in our Memorandum and Articles of Association or in any provisions of securities on deposit.

  We and the depositary bank further disclaim any liability for any action or inaction in reliance on the advice or information received from
legal counsel, accountants, any person presenting common shares for deposit, any holder of ADSs or authorized representatives thereof, or
any other person believed by either of us in good faith to be competent to give such advice or information.

  We and the depositary bank also disclaim liability for the inability by a holder to benefit from any distribution, offering, right or other benefit

which is made available to holders of common shares but is not, under the terms of the deposit agreement, made available to you.

  We and the depositary bank may rely without any liability upon any written notice, request or other document believed to be genuine and to

have been signed or presented by the proper parties.

20

 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
•

•

•

  We  and  the  depositary  bank  also  disclaim  liability  for  any  consequential  or  punitive  damages  for  any  breach  of  the  terms  of  the  deposit

agreement. No disclaimer of any Securities Act liability is intended by any provision of the deposit agreement.

  Nothing in the deposit agreement gives rise to a partnership or joint venture, or establishes a fiduciary relationship, among us, the depositary

bank and you as ADS holder.

  Nothing in the deposit agreement precludes Citibank (or its affiliates) from engaging in transactions in which parties adverse to us or the
ADS  owners  have  interests,  and  nothing  in  the  deposit  agreement  obligates  Citibank  to  disclose  those  transactions,  or  any  information
obtained in the course of those transactions, to us or to the ADS owners, or to account for any payment received as part of those transactions.

As the above limitations relate to our obligations and the depositary’s obligations to you under the deposit agreement, we believe that, as a matter
of construction of the clause, such limitations would likely to continue to apply to ADS holders who withdraw the common shares from the ADS facility
with  respect  to  obligations  or  liabilities  incurred  under  the  deposit  agreement  before  the  cancellation  of  the  ADSs  and  the  withdrawal  of  the  common
shares,  and  such  limitations  would  most  likely  not  apply  to  ADS  holders  who  withdraw  the  common  shares  from  the  ADS  facility  with  respect  to
obligations or liabilities incurred after the cancellation of the ADSs and the withdrawal of the common shares and not under the deposit agreement.

In any event, you will not be deemed, by agreeing to the terms of the deposit agreement, to have waived our or the depositary’s compliance with U.S.
federal  securities  laws  and  the  rules  and  regulations  promulgated  thereunder.  In  fact,  you  cannot  waive  our  or  the  depositary’s  compliance  with  U.S.
federal securities laws and the rules and regulations promulgated thereunder.

Taxes

You will be responsible for the taxes and other governmental charges payable on the ADSs and the securities represented by the ADSs. We, the
depositary  bank  and  the  custodian  may  deduct  from  any  distribution  the  taxes  and  governmental  charges  payable  by  holders  and  may  sell  any  and  all
property on deposit to pay the taxes and governmental charges payable by holders. You will be liable for any deficiency if the sale proceeds do not cover
the taxes that are due.

The depositary bank may refuse to issue ADSs, to deliver, transfer, split and combine ADRs or to release securities on deposit until all taxes and
charges are paid by the applicable holder. The depositary bank and the custodian  may  take  reasonable  administrative  actions  to  obtain  tax  refunds  and
reduced tax withholding for any distributions on your behalf. However, you may be required to provide to the depositary bank and to the custodian proof
of  taxpayer  status  and  residence  and  such  other  information  as  the  depositary  bank  and  the  custodian  may  require  to  fulfill  legal  obligations.  You  are
required to indemnify us, the depositary bank and the custodian for any claims with respect to taxes based on any tax benefit obtained for you.

Foreign Currency Conversion

The  depositary  bank  will  arrange  for  the  conversion  of  all  foreign  currency  received  into  U.S.  dollars  if  such  conversion  is  practical,  and  it  will
distribute the U.S. dollars in accordance with the terms of the deposit agreement. You may have to pay fees and expenses incurred in converting foreign
currency, such as fees and expenses incurred in complying with currency exchange controls and other governmental requirements.

If  the  conversion  of  foreign  currency  is  not  practical  or  lawful,  or  if  any  required  approvals  are  denied  or  not  obtainable  at  a  reasonable  cost  or

within a reasonable period, the depositary bank may take the following actions in its discretion:

•

•

•

  Convert the foreign currency to the extent practical and lawful and distribute the U.S. dollars to the holders for whom the conversion and

distribution is lawful and practical.

  Distribute the foreign currency to holders for whom the distribution is lawful and practical.

  Hold the foreign currency (without liability for interest) for the applicable holders.

21

 
 
 
 
 
 
 
 
 
 
 
 
Governing Law/Waiver of Jury Trial

The deposit agreement, the ADRs and the ADSs will be interpreted in accordance with the laws of the State of New York. The rights of holders of

common shares (including common shares represented by ADSs) are governed by the laws of the Cayman Islands.

As  an  owner  of ADSs,  you  irrevocably  agree  that  any  legal  action  arising  out  of  the  Deposit Agreement,  the ADSs  or  the ADRs,  involving  the

Company or the Depositary bank, may only be instituted in a state or federal court in the city of New York.

AS  A  PARTY  TO  THE  DEPOSIT  AGREEMENT,  YOU  IRREVOCABLY  WAIVE,  TO  THE  FULLEST  EXTENT  PERMITTED  BY
APPLICABLE LAW, YOUR RIGHT TO TRIAL BY JURY IN ANY LEGAL PROCEEDING ARISING OUT OF THE DEPOSIT AGREEMENT OR
THE ADRs AGAINST US AND/OR THE DEPOSITARY BANK.

The deposit agreement provides that, to the extent permitted by law, ADS holders waive the right to a jury trial of any claim they may have against
us or the depositary bank arising out of or relating to our common shares, the ADSs or the deposit agreement, including any claim under U.S. federal
securities  laws.  If  we  or  the  depositary  bank  opposed  a  jury  trial  demand  based  on  the  waiver,  the  court  would  determine  whether  the  waiver  was
enforceable in the facts and circumstances of that case in accordance with applicable case law. However, you will not be deemed, by agreeing to the terms
of the deposit agreement, to have waived our or the depositary’s compliance with U.S. federal securities laws and the rules and regulations promulgated
thereunder.

22

 
Subsidiaries:

List of Subsidiaries

•

•

•

•

•

  ATA Testing Authority (Holdings) Limited, incorporated in the British Virgin Islands

  ATA  Education  Technology  (Beijing)  Limited  (formerly  known  as  “ATA  Testing  Authority  (Beijing)  Limited”),  incorporated  in  the

People’s Republic of China

  ATA Creativity Global (Hong Kong) Limited (formerly known as “Xing Wei Institute (HongKong) Limited”), incorporated in Hong Kong

  ACG International Group Limited, incorporated in the British Virgin Islands

  Beijing Huanqiuyimeng Education Consultation Corp., incorporated in the People’s Republic of China

Exhibit 8.1

Consolidated Variable Interest Entity:

•

•

  ATA Intelligent Learning (Beijing) Technology Limited, incorporated in the People’s Republic of China

  Beijing Zhenwu Technology Development Co., Ltd., incorporated in the People’s Republic of China

Filing date: April 12, 2023

 
 
 
 
 
 
 
 
 
 
 
 
 
 
Exhibit 12.1

Certification by the Chief Executive Officer
Pursuant to Section 302 of the Sarbanes-Oxley Act of 2002

I, Xiaofeng Ma, certify that:

1. I have reviewed this annual report on Form 20-F of ATA Creativity Global (the “Company”);

2.  Based  on  my  knowledge,  this  report  does  not  contain  any  untrue  statement  of  a  material  fact  or  omit  to  state  a  material  fact  necessary  to  make  the
statements made, in light of the circumstances under which such statements were made, not misleading with respect to the period covered by this report;

3.  Based  on  my  knowledge,  the  financial  statements,  and  other  financial  information  included  in  this  report,  fairly  present  in  all  material  respects  the
financial condition, results of operations and cash flows of the Company as of, and for, the periods presented in this report;

4.  The  Company’s  other  certifying  officer  and  I  are  responsible  for  establishing  and  maintaining  disclosure  controls  and  procedures  (as  defined  in
Exchange Act Rules 13a-15(e) and 15d-15(e)) and internal control over financial reporting (as defined in Exchange Act Rules 13a-15(f) and 15d-15(f)) for
the Company and have:

(a)

(b)

(c)

(d)

Designed such disclosure controls and procedures, or caused such disclosure controls and procedures to be designed under our supervision, to ensure
that  material  information  relating  to  the  company,  including  its  consolidated  subsidiaries,  is  made  known  to  us  by  others  within  those  entities,
particularly during the period in which this report is being prepared;

Designed such internal control over financial reporting, or caused such internal control over financial reporting to be designed under our supervision,
to  provide  reasonable  assurance  regarding  the  reliability  of  financial  reporting  and  the  preparation  of  financial  statements  for  external  purposes  in
accordance with generally accepted accounting principles;

Evaluated the effectiveness of the Company’s disclosure controls and procedures and presented in this report our conclusions about the effectiveness
of the disclosure controls and procedures, as of the end of the period covered by this report based on such evaluation; and

Disclosed in this report any change in the Company’s internal control over financial reporting that occurred during the period covered by the annual
report that has materially affected, or is reasonably likely to materially affect, the Company’s internal control over financial reporting; and

5. The Company’s other certifying officer and I have disclosed, based on our most recent evaluation of internal control over financial reporting, to the
Company’s auditors and the audit committee of the Company’s board of directors (or persons performing the equivalent functions):

(a)

(b)

All significant deficiencies and material weaknesses in the design or operation of internal control over financial reporting which are reasonably likely
to adversely affect the Company’s ability to record, process, summarize and report financial information; and

Any fraud, whether or not material, that involves management or other employees who have a significant role in the Company’s internal control over
financial reporting.

Date: April 12, 2023

By:
Name:
Title:

 /s/ Xiaofeng Ma
 Xiaofeng Ma
 Chief Executive Officer

 
  
  
  
  
 
  
  
 
Exhibit 12.2

Certification by the Chief Financial Officer
Pursuant to Section 302 of the Sarbanes-Oxley Act of 2002

I, Ruobai Sima, certify that:

1. I have reviewed this annual report on Form 20-F of ATA Creativity Global (the “Company”);

2.  Based  on  my  knowledge,  this  report  does  not  contain  any  untrue  statement  of  a  material  fact  or  omit  to  state  a  material  fact  necessary  to  make  the
statements made, in light of the circumstances under which such statements were made, not misleading with respect to the period covered by this report;

3.  Based  on  my  knowledge,  the  financial  statements,  and  other  financial  information  included  in  this  report,  fairly  present  in  all  material  respects  the
financial condition, results of operations and cash flows of the Company as of, and for, the periods presented in this report;

4.  The  Company’s  other  certifying  officer  and  I  are  responsible  for  establishing  and  maintaining  disclosure  controls  and  procedures  (as  defined  in
Exchange Act Rules 13a-15(e) and 15d-15(e)) and internal control over financial reporting (as defined in Exchange Act Rules 13a-15(f) and 15d-15(f)) for
the Company and have:

(a)

(b)

(c)

(d)

Designed such disclosure controls and procedures, or caused such disclosure controls and procedures to be designed under our supervision, to ensure
that  material  information  relating  to  the  company,  including  its  consolidated  subsidiaries,  is  made  known  to  us  by  others  within  those  entities,
particularly during the period in which this report is being prepared;

Designed such internal control over financial reporting, or caused such internal control over financial reporting to be designed under our supervision,
to  provide  reasonable  assurance  regarding  the  reliability  of  financial  reporting  and  the  preparation  of  financial  statements  for  external  purposes  in
accordance with generally accepted accounting principles;

Evaluated the effectiveness of the Company’s disclosure controls and procedures and presented in this report our conclusions about the effectiveness
of the disclosure controls and procedures, as of the end of the period covered by this report based on such evaluation; and

Disclosed in this report any change in the Company’s internal control over financial reporting that occurred during the period covered by the annual
report that has materially affected, or is reasonably likely to materially affect, the Company’s internal control over financial reporting; and

5. The Company’s other certifying officer and I have disclosed, based on our most recent evaluation of internal control over financial reporting, to the
Company’s auditors and the audit committee of the Company’s board of directors (or persons performing the equivalent functions):

(a)

(b)

All significant deficiencies and material weaknesses in the design or operation of internal control over financial reporting which are reasonably likely
to adversely affect the Company’s ability to record, process, summarize and report financial information; and

Any fraud, whether or not material, that involves management or other employees who have a significant role in the Company’s internal control over
financial reporting.

Date: April 12, 2023

By:
Name:
Title:

 /s/ Ruobai Sima
 Ruobai Sima
 Chief Financial Officer

 
  
  
  
  
 
  
  
 
Certification by the Chief Executive Officer Pursuant to
Section 906 of the Sarbanes-Oxley Act of 2002

Exhibit 13.1

Pursuant to 18 U.S.C. § 1350, as adopted pursuant to Section 906 of the Sarbanes-Oxley Act of 2002, I, Xiaofeng Ma, Chief Executive Officer of
ATA Creativity Global (the “Company”), hereby certify, to the best of my knowledge, that the Company’s annual report on  Form 20-F for the year ended
December 31, 2022 (the “Report”) fully complies with the requirements of Section 13(a) or 15(d), as applicable, of the Securities Exchange Act of 1934,
and that the information contained in the Report fairly presents, in all material respects, the financial condition and results of operations of the Company as
of, and for the periods presented in the Report.

Date: April 12, 2023

By:
Name:
Title:

 /s/ Xiaofeng Ma
 Xiaofeng Ma
 Chief Executive Officer

 
 
Certification by the Chief Financial Officer Pursuant to
Section 906 of the Sarbanes-Oxley Act of 2002

Exhibit 13.2

Pursuant to 18 U.S.C. § 1350, as adopted pursuant to Section 906 of the Sarbanes-Oxley Act of 2002, I, Ruobai Sima, Chief Financial Officer of
ATA Creativity Global (the “Company”), hereby certify, to the best of my knowledge, that the Company’s annual report on  Form 20-F for the year ended
December 31, 2022 (the “Report”) fully complies with the requirements of Section 13(a) or 15(d), as applicable, of the Securities Exchange Act of 1934,
and that the information contained in the Report fairly presents, in all material respects, the financial condition and results of operations of the Company as
of, and for the periods presented in the Report.

Date: April 12, 2023

By:
Name:
Title:

 /s/ Ruobai Sima
 Ruobai Sima
 Chief Financial Officer

 
 
Consent of Independent Registered Public Accounting Firm

Exhibit 15.1

We  consent  to  the  incorporation  by  reference  in  the  registration  statements  (No. 333-264536)  on  Form S-8  and  (No. 333-255195)  on  Form F-3  of  our
report dated April 12, 2023, with respect to the consolidated financial statements of ATA Creativity Global.

/s/ KPMG Huazhen LLP
Beijing, China
April 12, 2023

 
 
Exhibit 15.2

JINCHENG TONGDA & NEAL
10th Floor, China World Tower A, No. 1 Jianguo Menwai Avenue,
Chaoyang District, Beijing, 100004, PRC
Tel: (8610) 5706 8585; Fax: (8610) 8515 0267

April 12, 2023
ATA Creativity Global
1/F East Gate, Bldg. No.2, Jian Wai Soho
No.39 Dong San Huan Zhong Road,
Chao Yang District, Beijing, 100022

Ladies and Gentlemen:

We have acted as legal advisors as to the laws of the People’s Republic of China to ATA Creativity Global (the “Company”), in connection with the filing
by the Company with the United States Securities and Exchange Commission of an annual report on Form 20-F for the fiscal year ended December 31,
2022.

We hereby consent to the use of our name under “Item 3. Key Information — Government Regulations and Permissions”, “Item 3. Key Information —
Enforceability of Civil Liabilities”, “Item 3. Key Information — D. Risk Factors”, “Item 4. Information on the Company — A. History and Development
of the Company” and “Item 8. Financial Information — A. Consolidated Statements and Other Financial Information” in the Company’s annual report on
Form 20-F for the fiscal year ended December 31, 2022.

Yours sincerely,

/s/ Peng Jun
Peng Jun
Partner
Jincheng Tongda & Neal

 
 
ATA Creativity Global
1/F East Gate, Bldg. No.2, Jian Wai Soho
No.39 Dong San Huan Zhong Road,
Chao Yang District, Beijing, 100022

Re: ATA Creativity Global

Dear Sirs,

Exhibit 15.3

April 12, 2023

We are qualified lawyers of the People’s Republic of China (the “PRC”, for the purpose of this legal opinion (the “Opinion”), excluding the Hong Kong
Special Administrative Region, Macao Special Administrative Region and Taiwan), and as such are qualified to issue legal opinions on the PRC laws,
regulations or rules.

We  are  acting  as  the  PRC  counsel  for ATA  Creativity  Global,  an  exempted  company  incorporated  in  the  Cayman  Islands  with  limited  liability  (the
“Company”), in connection with the filing of its annual report on Form 20-F (the “Annual Report”) for the fiscal year ended December 31, 2022 with the
U.S. Securities and Exchange Commission under the Securities Exchange Act of 1934, as amended.

In rendering this Opinion, we have examined the originals or copies certified or otherwise identified to our satisfaction, of documents provided to us by the
Company and such other documents, corporate records, certificates issued by Governmental Agencies (as defined below) in the PRC, by officers of the
Company, and/or by the Group Companies (as defined below) and other instruments (the “Documents”) as we have considered necessary, advisable or
desirable for the purpose of rendering this Opinion. Where certain facts were not or may not be possible to be independently established by us, we have
relied upon certificates or statements or representations issued or made by relevant Governmental Agencies of the PRC and the appropriate representatives
of the Company and/or the PRC Companies with the proper powers and functions.

In  our  examination  of  the  Documents  and  for  purpose  of  rendering  this  Opinion,  we  have  assumed  without  further  inquiry:  (A)  the  genuineness  of  all
signatures,  seals  and  chops,  and  the  authenticity  of  all  documents  submitted  to  us  as  originals  and  the  conformity  with  authentic  original  documents
submitted to us as copies; (B) the Documents as submitted to us remain in full force and effect up to the date of this Opinion, and have not been revoked,
amended, revised, modified or supplemented except as otherwise indicated in such Documents; (C) the truthfulness, accuracy, fairness and completeness
of Documents as well as all factual statements in the Documents; (D) that all information provided to us by the Company in response to our inquiries for
the purpose of this Opinion is true, accurate, complete and not misleading and that the Company has not withheld anything that, if disclosed to us, would
reasonably cause us to alter this Opinion in whole or in part; (E) other than in relation to the Control Agreements (as defined below), that all parties have
the  requisite  power  and  authority  to  enter  into,  execute,  deliver  and  perform  the  Documents  to  which  they  are  parties;  (F)  other  than  in  relation  to  the
Control Agreements, that all parties have duly executed, delivered, performed, and will duly perform their obligations under the Documents to which they
are parties; and (G) other than in relation to the Control Agreements, that all Documents are legal, valid, binding and enforceable under all such laws as
govern or relate to them other than PRC Laws (as defined below).

This Opinion is rendered on the basis of the PRC Laws effective as at the date hereof. We do not purport to be an expert on, generally familiar with, or
qualified to express legal opinions based on, any laws other than the PRC Laws. Accordingly, we express no opinion on the laws of any jurisdiction other
than the PRC. Furthermore, there is no guarantee that any such PRC Laws will not be changed, amended or replaced in the immediate future or in the
longer term with or without retrospective effect.

The following terms as used in this Opinion are defined as follows:

“ATA Education”

“BVI Subsidiaries”

“Control Agreements”

“Group Companies”

“Government Agency”

“Governmental Authorization”

“Material Adverse Effect”

“Initial Public Offering”

“PRC Laws”

means ATA Education Technology (Beijing) Limited (formerly named as ATA Testing Authority (Beijing)
Limited), a company incorporated under the PRC Laws of which 100% equity interest is indirectly owned by
the Company.

means ATA Testing Authority (Holdings) Limited, a company incorporated under the laws of British Virgin
Islands  of  which  100%  equity  interest  is  directly  owned  by  the  Company;  and ACG  International  Group
Limited, a company incorporated under the laws of British Virgin Islands of which 100% equity interest is
directly owned by the Company.

means the agreements set forth in Item 4.A of the Annual Report headed “History and Development of the
Company  —Contractual Arrangements  with ATA  Intelligent  Learning”  and  as  listed  in  Schedule  I  of  this
Opinion.

means the Company, BVI Subsidiaries, ATA Creativity Global (Hong Kong) Limited, the PRC Companies,
Beijing  Huanqiuyimeng  Education  Consultation  Corp.  and  any  other  entities  that  are  controlled  directly  or
indirectly by any of the foregoing.

means  any  competent  government  authorities,  courts,  arbitration  commissions  or  regulatory  bodies  of  the
PRC.

means  any  approval,  consent,  permit,  authorization,  filing,  registration,  exemption,  waiver,  endorsement,
annual  inspection,  qualification  and  license  required  by  the  applicable  PRC  Laws  to  be  obtained  from  any
Government Agency.

means any event, circumstance, condition, occurrence or situation or any combination of the foregoing that
has or could be reasonably expected to have a material and adverse effect upon the conditions (financial or
otherwise),  business,  properties  or  results  of  operations  or  prospects  of  the  Group  Companies  taken  as  a
whole.

means the initial public offering of American depositary shares representing the Company’s ordinary shares
as described in the prospectus for such offering dated January 28, 2008.

means  any  and  all  laws,  regulations,  statutes,  rules,  decrees,  notices  and  supreme  court’s  judicial
interpretations currently in force and publicly available in the PRC as of the date hereof.

“PRC Companies”

   means the PRC Wholly Owned Subsidiary, and the VIE.

“VIE”

means  ATA  Intelligent  Learning  (Beijing)  Technology  Limited  (ATA  Intelligent  Learning),  a  company
incorporated under the PRC Laws of which 90% of the equity interest is directly owned by Xiaofeng Ma and
10% of the equity interest is directly owned by Jun Zhang.

“PRC Wholly Owned Subsidiary”

   means ATA Education.

Based on the foregoing, after our due inquiry, we are of the opinion that:

(i)

Corporate Structure. The descriptions of the corporate structure of the PRC Companies and the Control Agreements set forth in the “Risk Factors,”
“History and Development of the Company— Contractual Arrangements with ATA Intelligent Learning” and “Related Party Transactions” sections
of the Annual Report are correct and accurate in all material respects and nothing has been omitted from such descriptions which would make the
same misleading in any material respect.

2

 
  
  
  
  
  
  
  
  
  
  
 
 
We are of the opinion that, except as disclosed in the Annual Report, (A) the ownership structure of the PRC Companies as described in the Annual
Report under the headings “Risk Factors,” “History and Development of the Company— Contractual Arrangements with ATA Intelligent Learning”
and  “Related  Party  Transactions”  is  and  has  been  in  compliance  with  all  current  PRC  Laws;  (B)  each  of  the  Control Agreements  has  been  duly
executed and delivered by each of the parties thereto and constitutes its or his binding obligations; and (C) the contractual arrangements among ATA
Education, the VIE and the shareholders of the VIE, established by the Control Agreements, individually and as a whole, are valid, legally binding and
enforceable, and will not result in any violation of the PRC Laws currently in effect.

(ii) M&A  Rules.  On  August  8,  2006,  six  PRC  regulatory  agencies,  namely,  the  PRC  Ministry  of  Commerce,  the  State  Assets  Supervision  and
Administration  Commission,  the  State Administration  for  Taxation,  the  State Administration  for  Industry  and  Commerce,  the  China  Securities
Regulatory Commission (the “CSRC”), and the State Administration of Foreign Exchange of the PRC, jointly adopted the Regulations on Mergers
and Acquisitions  of  Domestic  Enterprises  by  Foreign  Investors  (the  “M&A  Rules”),  which  became  effective  on  September  8,  2006  and  were
amended  on  June  22,  2009.  The  M&A  Rules  purport,  among  other  things,  to  require  offshore  special  purpose  vehicles  (the  “SPVs”)  formed  for
overseas listing purposes through acquisitions of PRC domestic companies and controlled by PRC companies or individuals, to obtain the approval
of the CSRC prior to publicly listing their securities on an overseas stock exchange. On September 21, 2006, pursuant to the M&A Rules and other
PRC Laws and regulations, the CSRC, on its official website, promulgated relevant guidance with respect to the issues of listing and trading of PRC
domestic enterprises’ securities on overseas stock exchanges, including a list of application materials with respect to the listing on overseas stock
exchanges by SPVs.

We are of the opinion that as of the date hereof, the Company was not and is not required under the M&A Rules and other relevant PRC Laws to
obtain the approval of the CSRC for the issuance and sale of the American depositary shares representing the Company’s common shares or the listing
of the Company’s American depositary shares on Nasdaq in connection with the Initial Public Offering, because (1) the Company established the PRC
Wholly Owned Subsidiary as a foreign-invested enterprise by means of direct investment and  not  through  a  merger  or  acquisition  of  the  equity  or
assets  of  a  “PRC  domestic  company”  as  such  term  is  defined  under  the  M&A  Rules,  and  (2)  there  is  no  provision  in  the  M&A  Rules  that  clearly
classifies  contractual  arrangements  described  under  “Risk  Factors,”  “History  and  Development  of  the  Company—  Contractual Arrangements  with
ATA Intelligent Learning” and “Related Party Transactions” sections of the Annual Report as the type of merger and acquisition transaction falling
under the M&A Rules.

This Opinion is rendered to you and is intended to be used in the context which is specifically referred to herein and solely for the benefit of the Company
in  connection  with  its  Annual  Report  filing  and  each  paragraph  should  be  looked  at  as  a  whole  and  no  part  should  be  extracted  and  referred  to
independently.

We hereby consent to the filling of this Opinion with the U.S. Securities and Exchange Commission as an exhibit to the Annual Report and to the use of
and references to our name and this Opinion and its contents under the sections headed “Risk Factors”, “Regulation”, “History and Development of the
Company”, “Consolidated statements and other financial information” and other sections of the Annual Report.

Yours faithfully,

/s/Jincheng Tongda & Neal Law Firm
Jincheng Tongda & Neal Law Firm

3

 
 
 
SCHEDULE I

List of Control Agreements

(1)

(2)

(3)

(4)

(5)

(6)

(7)

(8)

(9)

(10)

(11)

Exclusive  Technical  Consulting  and  Services Agreement,  dated  as  of  March  15,  2018,  among ATA  Intelligent  Learning  (Beijing)  Technology
Limited and ATA Testing Authority (Beijing) Limited (renamed as ATA Education Technology (Beijing) Limited).

Equity  Interest  Pledge Agreement,  dated  as  of  March  15,  2018,  among ATA  Testing Authority  (Beijing)  Limited  (renamed  as ATA  Education
Technology (Beijing) Limited) and Xiaofeng Ma.

Equity  Interest  Pledge Agreement,  dated  as  of August  12,  2020,  among ATA  Testing Authority  (Beijing)  Limited  (renamed  as ATA  Education
Technology (Beijing) Limited) and Jun Zhang.

Loan Agreement, dated as of March 15, 2018, between ATA Testing Authority (Beijing) Limited (renamed as ATA Education Technology (Beijing)
Limited) and Xiaofeng Ma.

Loan  Agreement,  dated  as  of  August  12,  2020,  between  ATA  Testing  Authority  (Beijing)  Limited  (renamed  as  ATA  Education  Technology
(Beijing) Limited) and Jun Zhang.

Call  Option  and  Cooperation  Agreement,  dated  as  of  August  12,  2020,  among  ATA  Testing  Authority  (Beijing)  Limited  (renamed  as  ATA
Education Technology (Beijing) Limited), Xiaofeng Ma, Jun Zhang, and ATA Intelligent Learning (Beijing) Technology Limited.

Power of Attorney, dated as of March 15, 2018, between Xiaofeng Ma and ATA Testing Authority (Beijing) Limited (renamed as ATA Education
Technology (Beijing) Limited).

Power of Attorney, dated as of August 12, 2020, between Jun Zhang and ATA Testing Authority (Beijing) Limited (renamed as ATA Education
Technology (Beijing) Limited).

Payment  Instructions  for  the  Loan Agreement,  dated  as  of April  3,  2018,  between  Xiaofeng  Ma  and ATA  Testing Authority  (Beijing)  Limited
(renamed as ATA Education Technology (Beijing) Limited).

Supplemental Agreement to ATA Intelligent Learning VIE Agreements, dated as of March 19, 2019, among ATA Education Technology (Beijing)
Limited  (formerly  named  as ATA  Testing Authority  (Beijing)  Limited),  Xiaofeng  Ma,  Haichang  Xiong,  and ATA  Intelligent  Learning  (Beijing)
Technology Limited.

Supplemental Agreement II to ATA Intelligent Learning VIE Agreements, dated as of April 20, 2019, among ATA Education Technology (Beijing)
Limited  (formerly  named  as ATA  Testing Authority  (Beijing)  Limited),  Xiaofeng  Ma,  Haichang  Xiong,  and ATA  Intelligent  Learning  (Beijing)
Technology Limited.

4

 
  
  
  
  
  
  
  
  
  
  
  
 
ATA Creativity Global
c/o 1/F East Gate, Building No. 2, Jian Wai Soho,
No. 39 Dong San Huan Zhong Road,
Chao Yang District, Beijing 100022, China

Exhibit 15.4

April 12, 2023

By EDGAR

Securities and Exchange Commission
Division of Corporate Finance
100 F. Street, N.E.
Washington, DC 20549

Re:    ATA Creativity Global

   Submission under the Item 16I(a) of Form 20-F

Ladies and Gentlemen:

ATA Creativity Global (the “Company”) is submitting the following information pursuant to Item 16I(a) of Form 20-F.

The Company was identified by the Securities and Exchange Commission pursuant to Section 104(i)(2)(A) of the Sarbanes-Oxley Act of 2002 (15
U.S.C. 7214(i)(2)(A)) as having retained, for the preparation of the audit report on its financial statements included in its annual report on Form 20–F for
the fiscal year ended December 31, 2021, KPMG Huazhen LLP, a registered public accounting firm that is located in mainland China and that the United
States Public Company Accounting Oversight Board (the “PCAOB”) had then determined it was unable to inspect or investigate completely because of a
position taken by one or more authorities in mainland China, which determination was vacated by the PCAOB on December 15, 2022.

To the Company’s best knowledge, and based on an examination of the Company’s register of members and public filings made by its shareholders,
particularly the Schedule 13Ds and Schedule 13Gs, the Company herby respectfully submits that it is not owned or controlled by any governmental entity
in mainland China as of the date of this submission. In addition, to the Company’s best knowledge, as of the date of this submission, the Company is not
aware  of  any  governmental  entity  in  mainland  China  that  is  in  possession,  directly  or  indirectly,  of  the  power  to  direct  or  cause  the  direction  of  the
management and policies of the Company, whether through the ownership of voting securities, by contract, or otherwise.

Should any member of the Staff have any questions or comments regarding the Company’s submission set forth above, please do not hesitate to
contact me by phone at (8610) 65181133-5518, or you may contact our outside legal counsel, Mr. Ning Zhang, Morgan, Lewis & Bockius LLP, at (852)
3551-8690.

*        *        *

Very truly yours,

/s/ Ruobai Sima
Name: Ruobai Sima
Title: Chief Financial Officer

cc:    Mr. Ning Zhang, Morgan, Lewis & Bockius LLP