Given a finite connected bipartite graph we consider the simplicial complexes of complete subgraphs of the square of and of its induced subgraphs and . We prove that these three complexes have isomorphic fundamental groups. Among other applications, we conclude that the fundamental group of the complex of complete subgraphs of a graph is isomorphic to that of the clique graph , the line graph and the total graph .