A survey paper from our RCLN team has been accepted at IJCAI 2026! 🎉 "Graph Rewiring in GNNs to Mitigate Over-Squashing and Over-Smoothing: A Survey" Joint work with H. Attali, D. Buscaldi, N. Pernelle & F. Malliaros. 📎 arxiv.org/abs/2411.17429 #GNN #IJCAI2026 #GraphNeuralNetworks #LIPN
Graph Rewiring in GNNs to Mitigate Over-Squashing and Over-Smoothing: A Survey
Graph Neural Networks are powerful models for learning from graph-structured data, yet their effectiveness is often limited by two critical challenges: over-squashing, where information from distant n...
arxiv.org