Jiaqi Sun

Improving Your Graph Neural Networks: A High-Frequency Booster

2022 · arXiv (Cornell University)

Graph neural networks (GNNs) hold the promise of learning efficient representations of graph-structured data, and one of its most important applications is semi-supervised node classification. However, in this application, GNN frameworks tend to fail due …