Veronica Lachi

The expressive power of pooling in Graph Neural Networks

2023 · arXiv (Cornell University)

In Graph Neural Networks (GNNs), hierarchical pooling operators generate local summaries of the data by coarsening the graph structure and the vertex features. While considerable attention has been devoted to analyzing the expressive power of …