Xingyue Huang : Publications

Click here to download all publications in a single bibtex file

@article{huang2025link,
  title = "Link prediction with relational hypergraphs",
  author = "Huang, Xingyue and Orth, Miguel Romero and Barcel{\'o}, Pablo and Bronstein, Michael M and Ceylan, {\.I}smail {\.I}lkan",
  year = "2025",
  journal = "TMLR",
}

@inproceedings{Huang-ICML25,
  title = "How Expressive are Knowledge Graph Foundation Models?",
  author = "Xingyue Huang and Pablo Barceló and Michael M. Bronstein and {\.I}smail {\.I}lkan Ceylan and Mikhail Galkin and Juan L Reutter and Miguel Romero Orth",
  year = "2025",
  booktitle = "Proceedings of Fourty-second International Conference on Machine Learning (ICML)",
}

@inproceedings{FHBC-ICML24,
  title = "Cooperative Graph Neural Networks",
  author = "Ben Finkelshtein and Xingyue Huang and Michael Bronstein and {\.I}smail {\.I}lkan Ceylan",
  year = "2024",
  booktitle = "Proceedings of Fourty-first International Conference on Machine Learning (ICML)",
  url = "https://arxiv.org/abs/2310.01267",
}

@inproceedings{huang2023a,
  title = "A Theory of Link Prediction via Relational Weisfeiler-Leman on Knowledge Graphs",
  author = "Xingyue Huang and Miguel Romero Orth and Ismail Ilkan Ceylan and Pablo Barcelo",
  year = "2023",
  booktitle = "Thirty-seventh Conference on Neural Information Processing Systems",
  url = "https://openreview.net/forum?id=7hLlZNrkt5",
}