Form: 20-F

Annual and transition report of foreign private issuers [Sections 13 or 15(d)]

April 10, 2025

Exhibit 15.1

Consent of Independent Registered Public Accounting Firm

We consent to the incorporation by reference in the registration statements (No. 333-278776) on Form S-8 and (No. 333-278921) 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 10, 2025