To achieve this more weaker sharing mechanism, we are towards its transformed perspective, i.e., sacrificing heterogeneous characteristic, because we need to exploit shared information from latent graph specific feature perspective.
we require equal dimensions of different graphs, which motivates us to investigate the homogeneous case.