Understanding and Improving Deep Graph Neural Networks: A Probabilistic Graphical Model Perspective

Jiayuan Chen, Xiang Zhang, Yinfei Xu +3

Recently, graph-based models designed for downstream tasks have significantly advanced research on graph neural networks (GNNs). GNN baselines based on neural message-passing mecha…