I tried to revert back to the previous version (3.4), it is working.
but when I tried to paste the wordpress 3.5.1 source again (without wp-content), it comeback with fastcgi error.
I think this happened back when I update from 3.4 to 3.5, but it was blank screen back then.
So can I upgrade the wordpress version?