Johannes Klicpera

Diffusion Improves Graph Learning

2019 · arXiv (Cornell University)

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 restriction of using only the direct neighbors by …