Ryoma Sato

A Survey on The Expressive Power of Graph Neural Networks

2020 · arXiv (Cornell University)

Graph neural networks (GNNs) are effective machine learning models for various graph learning problems. Despite their empirical successes, the theoretical limitations of GNNs have been revealed recently. Consequently, many GNN models have been proposed to …