Caterpillar GNN: Replacing Message Passing with Efficient Aggregation

Marek Černý

Message-passing graph neural networks (MPGNNs) dominate modern graph learning. Typical efforts enhance MPGNN's expressive power by enriching the adjacency-based aggregation. In con…