Approximately Equivariant Graph Networks

Ningyuan Huang, Ron Levie, Soledad Villar

Graph neural networks (GNNs) are commonly described as being permutation equivariant with respect to node relabeling in the graph. This symmetry of GNNs is often compared to the tr…