Diffusion Improves Graph Learning

Johannes Gasteiger, Stefan Weißenberger, Stephan Günnemann

Graph convolution is the core of most Graph Neural Networks (GNNs) and usually approximated by message passing between direct (one-hop) neighbors. In this work, we remove the restr…