Matteo Tolloso

Can You Hear Me Now? A Benchmark for Long-Range Graph Propagation

Effectively capturing long-range interactions remains a fundamental yet unresolved challenge in graph neural network (GNN) research, critical for applications across diverse fields of science. To systematically address this, we introduce ECHO (Evaluating Communication over long HOps), a novel benchm…