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FORM20-F (Mark One) ☐REGISTRATION STATEMENT PURSUANT TO SECTION12(b)OR (g)OF THE SECURITIES EXCHANGEACT OF 1934 OR OR ☐SHELL COMPANY REPORT PURSUANT TO SECTION13 OR 15(d)OF THE SECURITIES EXCHANGEACT 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) (Jurisdiction of Incorporation or Organization) c/o Rm.507, Bldg. 3, BinhuZhuoyueCheng,WenhuaKechuangYuan, Huayuan Blvd. 365,Baohe,Hefei, Anhui230051,China Title of each classTradingSymbol(s)Name of each exchangeon which registeredAmerican Depositary Shares, each representingtwo common shares, par value $0.01 per shareAACGNasdaq Global Market Table of Contents Indicate the number of outstanding shares of each of the issuer’s classes of capital or common stock as of the close of theperiod covered by the annual report: 63,995,782common shares Indicate by check mark if the registrant is a well-known seasoned issuer, as defined in Rule405 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 toSection13 or 15(d)of the Securities Exchange Act of 1934. Indicate by check mark whether the registrant (1)has filed all reports required to be filed by Section13 or 15(d)of theSecurities Exchange Act of 1934 during the preceding 12months (or for such shorter period that the registrant was required tofile such reports), and (2)has been subject to such filing requirements for the past 90days. ☒Yes☐No Indicate by check mark whether the registrant has submitted electronically every Interactive Data File required to besubmitted pursuant to Rule405 of Regulation S-T (§232.405 of this chapter) during the preceding 12months (or for suchshorter 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 anemerging growth company. See the definitions of “large accelerated filer,” “accelerated filer,” and “emerging growthcompany” in Rule 12b-2 of the Exchange Act. If an emerging growth company that prepares its financial statements in accordance with U.S. GAAP, indicate by check markif the registrant has elected not to use the extended transition period for complying with any new or revised financialaccounting standards† provided pursuant to Section13(a)of the Exchange Act.☐ †The term “new or revised financial accounting standard” refers to any update issued by the Financial Accounting StandardsBoard 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 theeffectiveness of its internal control over financial reporting under Section404(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 Section12(b)of the Act, indicate by check mark whether the financial statements of theregistrant 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 thisfiling: U.S. GAAP☒International Financial Reporting Standards as issuedby 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 theregistrant has elected to follow: If this is an annual report, indicate by check mark whether the registrant is a shell company (as defined in Rule12b-2 of theExchange Act).☐Yes☒No (APPLICABLEONLY TO ISSUERS INVOLVED IN BANKRUPTCY PROCEEDINGS DURING THE PASTFIVEYEARS) Indicate by check mark whether the registrant has filed all documents and reports required to be filed by Sections 12, 13 or15(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 PageIntroduction1Forward-looking Statements2PartI.3Item1. Identity of Directors, Senior Management and Advisers3Item2. Offer Statistics and Expected Timetable3Item3. Key Information3Item4. Information on the Company72Item4A. Unresolved Staff Comments103Item5. Operating and Financial Review and Prospects103Item6. Directors, Senior Management and Employees119Item7. Major Shareholders and Related Party Transactions128Item8. Financial Information128Item9. The Offer and Listing130Item10.