Bag of Tricks for Training Deeper Graph Neural Networks: A Comprehensive Benchmark Study

Tianlong Chen, Kaixiong Zhou, Keyu Duan +4

Training deep graph neural networks (GNNs) is notoriously hard. Besides the standard plights in training deep architectures such as vanishing gradients and overfitting, it also uni…