cs.LG

The Role of Node Features in Graph Pooling

arXiv:2605.06250v1 Announce Type: new
Abstract: 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 analysing the interaction be…