Xingyue Huang

Xingyue Huang

Doctoral Student

E: xingyue[dot]huang[at]cs[dot]ox[dot]ac[dot]uk

Themes:

• Artificial Intelligence and Machine Learning

Biography

I am interested in graph representation learning, particularly in how to effectively generate representations on knowledge graphs. Previously, I studied here at the University of Oxford, where I obtained a Master's degree in Mathematics and Computer Science.

Selected Publications

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• Link prediction with relational hypergraphs

  Xingyue Huang‚ Miguel Romero Orth‚ Pablo Barceló‚ Michael M Bronstein and İsmail İlkan Ceylan

  In TMLR. 2025.

  Details about Link prediction with relational hypergraphs | BibTeX data for Link prediction with relational hypergraphs

• How Expressive are Knowledge Graph Foundation Models?

  Xingyue Huang‚ Pablo Barceló‚ Michael M. Bronstein‚ İsmail İlkan Ceylan‚ Mikhail Galkin‚ Juan L Reutter and Miguel Romero Orth

  In Proceedings of Fourty−second International Conference on Machine Learning (ICML). 2025.

  Details about How Expressive are Knowledge Graph Foundation Models? | BibTeX data for How Expressive are Knowledge Graph Foundation Models?

• Cooperative Graph Neural Networks

  Ben Finkelshtein‚ Xingyue Huang‚ Michael Bronstein and İsmail İlkan Ceylan

  In Proceedings of Fourty−first International Conference on Machine Learning (ICML). 2024.

  Details about Cooperative Graph Neural Networks | BibTeX data for Cooperative Graph Neural Networks | Link to Cooperative Graph Neural Networks

Supervisors