Curvature-based Pooling within Graph Neural Networks

Cedric Sanders, Andreas Roth, Thomas Liebig

Over-squashing and over-smoothing are two critical issues, that limit the capabilities of graph neural networks (GNNs). While over-smoothing eliminates the differences between node…