As far as I know, the only time the Joker and the Royal Flush Gang have gotten together was early in INFINITE CRISIS where the Joker took the Gang out because he was annoyed at not being asked to join the Secret Society.

It sort of seems obvious to me that the playing card motif should have meant they’d team up at some point, though?