Yunqi Hong

Graph Neural Diffusion Networks for Semi-supervised Learning

2022 · arXiv (Cornell University)

Graph Convolutional Networks (GCN) is a pioneering model for graph-based semi-supervised learning. However, GCN does not perform well on sparsely-labeled graphs. Its two-layer version cannot effectively propagate the label information to the whole graph structure …