Let's Agree to Degree: Comparing Graph Convolutional Networks in the Message-Passing Framework

Floris Geerts, Filip Mazowiecki, Guillermo A. Pérez

In this paper we cast neural networks defined on graphs as message-passing neural networks (MPNNs) in order to study the distinguishing power of different classes of such models. W…