Accurate and Scalable Graph Neural Networks via Message Invariance

Zhihao Shi, Jie Wang, Zhiwei Zhuang +3

Message passing-based graph neural networks (GNNs) have achieved great success in many real-world applications. For a sampled mini-batch of target nodes, the message passing proces…