If it's an EPS UnionPay card, then you need to find an ATM marked EPS. Yes. You really have to deduct the handling fee and take RMB. I see that the ATMs of China Merchants Bank here are all marked EPS. If you want to withdraw money at the counter, you should find the local HSBC and Hang Seng Bank.