This is a small trick to get a feeds only from one category of wordpress: append /feed/ to the URL of the category.

This is the URL of one of the category of this blog:
http://www.chenluyi.com/index.php/category/stanfordati/

This is the feed for this category:
http://www.chenluyi.com/index.php/category/stanfordati/feed/