Are GNNs doomed by the topology of their input graph?

Amine Mohamed Aboussalah, Abdessalam Ed-dib

Graph Neural Networks (GNNs) have demonstrated remarkable success in learning from graph-structured data. However, the influence of the input graph's topology on GNN behavior remai…