The Expressive Power of Graph Neural Networks: A Survey

Bingxu Zhang, Changjun Fan, Shixuan Liu +4

Graph neural networks (GNNs) are effective machine learning models for many graph-related applications. Despite their empirical success, many research efforts focus on the theoreti…