Mac version cannot connect to QNAP

I have a M2 Mac which cannot connect to my NAS (connection will drop before the remote screen start to display). However, PC version can connect to my NAS without any problem. Furthermore, I can remote control other machine with my Mac (which mean my installation on Mac should be OK).