publications

publications by year in reverse chronological order.

2026

  1. ICML
    Dissecting Causal Mechanism Shifts via FANS: Function And Noise Separation
    Gyeongdeok Seo, Jaeyoon Shim, Mingyu Kim, and 3 more authors
    In International Conference on Machine Learning (ICML), 2026
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  2. TPAMI
    Robust Adaptation of Foundation Models with Black-Box Visual Prompting
    Changdae Oh, Gyeongdeok Seo, Geunyoung Jung, and 4 more authors
    IEEE Transactions on Pattern Analysis and Machine Intelligence, 2026
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  3. IJID
    Static and Dynamic Scoring Systems for Post-acute Sequelae of SARS-CoV-2 in a Korean Cohort
    Gyeongdeok Seo*, Hyejin Joo*, Kyungwoo Song*, and 4 more authors
    International Journal of Infectious Diseases, 2026
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2025

  1. NeurIPS
    CCL: Causal-aware In-context Learning for Out-of-Distribution Generalization
    Hoyoon Byun, Gyeongdeok Seo, Joonseong Kang, and 3 more authors
    In Advances in Neural Information Processing Systems (NeurIPS), 2025
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  2. JBI
    COVID-19 Prediction with Doubly Multi-task Gaussian Process
    Sooyon Kim, Yongtaek Lim, Sungjun Lim, and 5 more authors
    Journal of Biomedical Informatics, 2025
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2024

  1. IJCAI
    First Step for Theoretical and Practical Foundations of Robust Visual Prompting
    Gyeongdeok Seo*, Changdae Oh*, and Kyungwoo Song
    In IJCAI 2024 Trustworthy AI Workshop, 2024
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