Yihe Luo

LightHGNN: Distilling Hypergraph Neural Networks into MLPs for $100\times$ Faster Inference

2024 · arXiv (Cornell University)

Hypergraph Neural Networks (HGNNs) have recently attracted much attention and exhibited satisfactory performance due to their superiority in high-order correlation modeling. However, it is noticed that the high-order modeling capability of hypergraph also brings increased …