Directional Graph Networks

Dominique Beaini, Saro Passaro, Vincent Létourneau +3

The lack of anisotropic kernels in graph neural networks (GNNs) strongly limits their expressiveness, contributing to well-known issues such as over-smoothing. To overcome this lim…