Andrew R. Hands

P-tensors: a General Framework for Higher Order Message Passing in Subgraph Neural Networks

Several recent papers have proposed increasing the expressiveness of graph neural networks by exploiting subgraphs or other topological structures. In parallel, researchers have investigated higher order permutation equivariant networks. In this paper we tie these two threads together by providing a…