Well well well. I've bought another AC-DC adapter with a spec of 12V 4A and connect it to the board and guess what? It still doesn't work! The motor still jerking ~___~
But when I used a 12.1V 2200mAh 20C LiPo battery, it works fine. So I think I'm just gonna use this LiPo instead.
Another money wasted!