Thanks markc. We've solved the problem.
It seem when Feng looks up the new user at first log in, it will look for Name, password and email address on the LDAP server, if any of these three is missing, Feng won't recognize the user, neither will it be added to Feng database.
Apparently we dont have the email address info included in the LDAP. After we add this, everything works like a charm.