How to define the avatar for posting on facebook?

When posting to facebook using the post_to_facebook() function with the FB-ID of the user (not of the blog) the avatar of the latest added admin user of the app is shown and sometimes no avatar at all. One should think that they should use the avatar you upload in the app settings on facebook, but that is not the case here. So can I do something programatically about it?