I don't see anything wrong with having a baby shower after the babies have arrived. I think it happens sometimes, particularly when babies are premature.
I have a feeling the guests would LOVE it if the babies were there. :) For me, it might just depend on how old/healthy they are, and I would have one or two close friends or family members be the designated baby tenders, so you can enjoy your shower.
Congratulations! :)