Have neural network architecture diagrams fallen out of favour?

I have been reading papers in graph representation learning (most relatively new) and I don't see them anymore. I guess I'm looking for things like whether there are dense layers on top of the GCNs, if so how many etc. Is examining the code where you go for such choices?