I have four upside down catfish (Synodontis nigriventris) in my planted tank. They are similar to yours, but from what I've heard they are less aggressive. Mine eat whatever I put into the tank, which is sinking pellets and bloodworms (the tiny bright-red worms that can be bought in frozen bars).
What are you feeding yours?