Manually, I can remove fans from my Facebook page by going to settings> banned users> people who like it and delete and ban forever. Is there an equivalent way to do this through the Graph API, other than they just disallow?
There is no way to do this with the Graph API. Edge deletion is /user/likes not possible:
/user/likes