Tackling Over-smoothing on Hypergraphs: A Ricci Flow-guided Neural Diffusion Approach

Mengyao Zhou, Zhiheng Zhou, Xiao Han +3

Hypergraph neural networks (HGNNs) have demonstrated strong capabilities in modeling complex higher-order relationships. However, existing HGNNs often suffer from over-smoothing as…