You can change money before you leave the terminal
The central bank's visitor guide states that other currencies can be exchanged for RMB at the port of entry, through exchange service providers or self-service exchange machines, and that the same routes exist downtown.
Printed page 15, Cash
Source: People's Bank of China / Payment & Clearing Association of China — Guide to Payment Services in China (English edition, PDF) (page dated 2024-05-25; read 2026-07-25)