Generalization of Graph Neural Networks is Robust to Model Mismatch

Zhiyang Wang, Juan Cervino, Alejandro Ribeiro

Graph neural networks (GNNs) have demonstrated their effectiveness in various tasks supported by their generalization capabilities. However, the current analysis of GNN generalizat…