GRAND: Graph Neural Diffusion

Benjamin Paul Chamberlain, James Rowbottom, Maria Gorinova +3

We present Graph Neural Diffusion (GRAND) that approaches deep learning on graphs as a continuous diffusion process and treats Graph Neural Networks (GNNs) as discretisations of an…