orderby=comment_count to show my recent post and popular post, but sticky post is always there on the top.
How can exclude sticky posts?
You should also use
ignore_sticky_posts=1 (it's default value is 0, so sticky posts aren't ignored and returned at top of posts list).
More on pagination parameters: http://codex.wordpress.org/Class_Reference/WP_Query#Pagination_Parameters