Survey on Generalization Theory for Graph Neural Networks

Antonis Vasileiou, Stefanie Jegelka, Ron Levie +1

Message-passing graph neural networks (MPNNs) have emerged as the leading approach for machine learning on graphs, attracting significant attention in recent years. While a large s…