Found a post that summarized LDA and its variants:
A more comprehensive bibliography is below, this page is maintained by mimno who is famous researcher in this direction.
People have different focus in this field, the first post is more likely to be written by guys who have interests in IR. In contrast, I have more interests on modeling community and STOA inference techniques. Thus, I’m going to summarize paper list according to my interest. :)