Algorithms and computational complexity of clique and biclique covers
I am not sure if this is what you need.

Both Edge Clique cover and Edge Clique partition are in FPT, see

Data reduction and exact algorithms for clique cover

Parameterized complexity of the clique partition problem

Biclique cover is also studied and shown to be in FPT.