publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2025

  1. Preprint
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    Understanding Language Prior of LVLMs by Contrasting Chain-of-Embedding
    Lin Long, Changdae Oh, Seongheon Park, and Yixuan Li
    arXiv:2509.23050, Sep 2025
    arXiv
  2. Preprint
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    Shaking to Reveal: Perturbation-Based Detection of LLM Hallucinations
    Jinyuan Luo, Zhen Fang, Yixuan Li, Seongheon Park, and Ling Chen
    arXiv:2506.02696, Jun 2025
    arXiv
  3. NeurIPS
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    GLSim: Detecting Object Hallucinations in LVLMs via Global-Local Similarity
    Seongheon Park, and Yixuan Li
    Conference on Neural Information Processing Systems, Jul 2025
    arXiv
  4. NeurIPS
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    GeoRanker: Distance-Aware Ranking for Worldwide Image Geolocalization
    Pengyue Jia, Seongheon Park, Song Gao, Xiangyu Zhao, and Yixuan Li
    Conference on Neural Information Processing Systems, May 2025
    arXiv
  5. ICML
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    Steer LLM Latents for Hallucination Detection
    Seongheon Park, Xuefeng Du, Min-Hsuan Yeh, and Yixuan Li
    International Conference on Machine Learning, May 2025
    arXiv
  6. ICML
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    Position: Challenges and Future Directions of Data-Centric AI Alignment
    Min-Hsuan Yeh, Jeffrey Wang, Xuefeng Du, Seongheon Park, Leitian Tao, Shawn Im, and Yixuan Li
    International Conference on Machine Learning, May 2025
    arXiv
  7. TMLR
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    HalluEntity: Benchmarking and Understanding Entity-Level Hallucination Detection
    Min-Hsuan Yeh, Max Kamachee, Seongheon Park, and Yixuan Li
    Transactions on Machine Learning Research, Mar 2025
    arXiv

2024

  1. CVPR Workshop
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    Rethinking Open-World Semi-Supervised Learning: Distribution Mismatch and Inductive Inference
    Seongheon Park*, Hyuk Kwon*, Kwanghoon Sohn, and Kibok Lee
    CVPR Workshop on Computer Vision in the Wild, Jun 2024
    arXiv

2023

  1. ICCV
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    Hierarchical visual primitive experts for compositional zero-shot learning
    Hanjae Kim, Jiyoung Lee, Seongheon Park, and Kwanghoon Sohn
    IEEE/CVF International Conference on Computer Vision, Oct 2023
    arXiv
  2. CVPR
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    Partmix: Regularization strategy to learn part discovery for visible-infrared person re-identification
    Minsu Kim, Seungryong Kim, Jungin Park, Seongheon Park, and Kwanghoon Sohn
    IEEE/CVF Conference on Computer Vision and Pattern Recognition, Jun 2023
    arXiv
  3. WACV
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    Normality guided multiple instance learning for weakly supervised video anomaly detection
    Seongheon Park, Hanjae Kim, Minsu Kim, Dahye Kim, and Kwanghoon Sohn
    IEEE/CVF Winter Conference on Applications of Computer Vision, Jan 2023
    PDF
  4. WACV
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    Language-free training for zero-shot video grounding
    Dahye Kim, Jungin Park, Jiyoung Lee, Seongheon Park, and Kwanghoon Sohn
    IEEE/CVF Winter Conference on Applications of Computer Vision, Jan 2023
    arXiv