Zhenghong Lin

AGNN: Alternating Graph-Regularized Neural Networks to Alleviate Over-Smoothing

2023 · arXiv (Cornell University)

Graph Convolutional Network (GCN) with the powerful capacity to explore graph-structural data has gained noticeable success in recent years. Nonetheless, most of the existing GCN-based models suffer from the notorious over-smoothing issue, owing to which …