Found a problem in IIS’s FTP service, after I create a virtual directory, it does not show up in FTP client, but it’s ok to CD to that directory and do any thing normally.

Searched Internet and found it sound to be a problem of IIS. The solution is create a same name directory in the same location of the virtual one. Stupid…ahhh…