Model Degradation Hinders Deep Graph Neural Networks

Wentao Zhang, Zeang Sheng, Ziqi Yin +5

Graph Neural Networks (GNNs) have achieved great success in various graph mining tasks.However, drastic performance degradation is always observed when a GNN is stacked with many l…