@misc{bu2026higherorder,
  title={Do Higher-Order Models Win for Higher-Order Reasons? Rethinking Performance Gains in Hypergraph Learning},
  author={Bu, Fanchen and Li, Fan and Lee, Geon and Kim, Sunwoo and Wang, Xiaoyang and Lambiotte, Renaud and Shin, Kijung},
  year={2026},
  eprint={2610.07981},
  archivePrefix={arXiv},
  primaryClass={cs.LG}
}