Autobahn: Automorphism-based Graph Neural Nets

Erik Henning Thiede, Wenda Zhou, Risi Kondor

We introduce Automorphism-based graph neural networks (Autobahn), a new family of graph neural networks. In an Autobahn, we decompose the graph into a collection of subgraphs and a…