They have, and it has a great name: MACHO
https://en.wikipedia.org/wiki/Weakly_interacting_massive_par...
(Note that confusingly, while both are called "massive", the mass of an average MACHO would be somewhere between 50 and 60 orders of magnitude greater than that of a WIMP!)