New library not appearing in share list

Hi
I have shared a few libraries with a user. I created then a new library (TV shows) and I want to share it. When I go to this user and try to edit shared libraries, the new one doesn't appear.
Is it a bug or is it cached somewhere?
Plex (1.0.3.2461) running on Raspbian.
Thank you