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Shi-Yi Yang

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#machine learning Preprint Oct 2026

Interpretable Hypergraph Learning via Neural Additive Models

Hypergraphs offer a natural framework for modeling networked data, where dependencies among entities are governed by higher-order interactions. While hypergraph learning methods such as hypergraph neural networks have demonstrated remarkable predictive performance, most existing approaches rely on black-box message-pas...

Shi-Han Feng, Xin Zheng, Shi-Yi Yang et al. · 0 citations