A particle-dynamics-based hypergraph message passing framework (HAMP) is proposed, with first- and second-order variants, an anti-over-smoothing guarantee, and strong empirical results on heterophilic node classification.
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How Particle System Theory Enhances Hypergraph Message Passing
A particle-dynamics-based hypergraph message passing framework (HAMP) is proposed, with first- and second-order variants, an anti-over-smoothing guarantee, and strong empirical results on heterophilic node classification.