I'm an ex-student of the school but I don't see my name in Members List. Am I not a member of the Alumni Association?

Of course you are a member of the Alumni Association by virtue of the fact that you are an ex-student of the school. But here the term 'member' means person registered at this website. Please register yourself (check the Registration/Account Info section of the FAQ) to see your name in the list.