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 (To Appear), 2025
  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 (To Appear), 2025
  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 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
    PDF Video Code Poster Slides
  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 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 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
    PDF Video Slides