Universal Invariant and Equivariant Graph Neural Networks

Nicolas Keriven, Gabriel Peyré

Graph Neural Networks (GNN) come in many flavors, but should always be either invariant (permutation of the nodes of the input graph does not affect the output) or equivariant (per…