Huang, Xingyue

7 publications

ICLR 2026 Flock: A Knowledge Graph Foundation Model via Learning on Random Walks Jinwoo Kim, Xingyue Huang, Krzysztof Olejniczak, Kyungbin Min, Michael M. Bronstein, Seunghoon Hong, Ismail Ilkan Ceylan

ICLR 2026 HYPER: A Foundation Model for Inductive Link Prediction with Knowledge Hypergraphs Xingyue Huang, Mikhail Galkin, Michael M. Bronstein, Ismail Ilkan Ceylan

ICML 2025 How Expressive Are Knowledge Graph Foundation Models? Xingyue Huang, Pablo Barcelo, Michael M. Bronstein, Ismail Ilkan Ceylan, Mikhail Galkin, Juan L Reutter, Miguel Romero Orth

TMLR 2025 Link Prediction with Relational Hypergraphs Xingyue Huang, Miguel Romero Orth, Pablo Barcelo, Michael M. Bronstein, Ismail Ilkan Ceylan

ICML 2024 Cooperative Graph Neural Networks Ben Finkelshtein, Xingyue Huang, Michael M. Bronstein, Ismail Ilkan Ceylan

NeurIPSW 2024 Theoretical Insights into Line Graph Transformation on Graph Learning Fan Yang, Xingyue Huang

NeurIPS 2023 A Theory of Link Prediction via Relational Weisfeiler-Leman on Knowledge Graphs Xingyue Huang, Miguel Romero, Ismail Ceylan, Pablo Barceló