Publications

† Equal Contribution * Corresponding Author

  1. MAYPL.png
    Structure Is All You Need: Structural Representation Learning on Hyper-Relational Knowledge Graphs
    Jaejun Lee, and Joyce Jiyoung Whang*
    In Proceedings of the 42nd International Conference on Machine Learning, 2025
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  2. STABKG.png
    Stability and Generalization Capability of Subgraph Reasoning Models for Inductive Knowledge Graph Completion
    Minsung Hwang, Jaejun Lee, and Joyce Jiyoung Whang*
    In Proceedings of the 42nd International Conference on Machine Learning, 2025
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  3. ReED.png
    PAC-Bayesian Generalization Bounds for Knowledge Graph Representation Learning
    Jaejun Lee, Minsung Hwang, and Joyce Jiyoung Whang*
    In Proceedings of the 41st International Conference on Machine Learning, 2024
    arXiv HTML PDF Code Poster Slides
  4. VISTA.png
    VISTA: Visual-Textual Knowledge Graph Representation Learning
    Jaejun Lee, Chanyoung Chung, Hochang Lee, Sungho Jo, and Joyce Jiyoung Whang*
    In Findings of the Association for Computational Linguistics: EMNLP 2023, 2023
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  5. HyNT.jpg
    Representation Learning on Hyper-Relational and Numeric Knowledge Graphs with Transformers
    Chanyoung Chung†, Jaejun Lee†, and Joyce Jiyoung Whang*
    In Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023
    arXiv HTML PDF Video Code Poster Slides
  6. InGram.png
    InGram: Inductive Knowledge Graph Embedding via Relation Graphs
    Jaejun Lee, Chanyoung Chung, and Joyce Jiyoung Whang*
    In Proceedings of the 40th International Conference on Machine Learning, 2023
    arXiv HTML PDF Video Code Poster Slides
  7. roboKG.png
    Semantic Grasping via a Knowledge Graph of Robotic Manipulation: A Graph Representation Learning Approach
    Ji Ho Kwak†, Jaejun Lee†, Joyce Jiyoung Whang*, and Sungho Jo*
    IEEE Robotics and Automation Letters, 2022
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