The Role of Node Features in Graph Pooling

Jan von Pichowski, Alžbeta Hrabošová, Ingo Scholtes +1

Graph pooling is commonly applied in graph classification, yet its empirical gains over standard WL-1 expressive GNNs are often marginal or inconsistent. We study this gap by analy…