Seongheon Park

Contact. seongheon_park [at] cs [dot] wisc [dot] edu

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1210 W Dayton St

Madison, WI 53706

Hello! I’m a first-year PhD student in the Computer Sciences department at the University of Wisconsin-Madison, where I am fortunate to be advised by Prof. Sharon Yixuan Li. Previously, I completed my MS degree at Yonsei University in the Electrical and Electronic Engineering department under the supervision of Prof. Kwanghoon Sohn and Prof. Kibok Lee.

I am broadly interested in safe and reliable machine learning that align with human intentions and values. Currently, my research focuses on the safety of Large Language Models (LLMs) and Multi-modal Large Language Models (MLLMs).

news

Sep 01, 2024 I’ve started my PhD journey at UW-Madison! :tada:
Mar 16, 2024 Our paper Rethinking Open-World Semi-Supervised Learning: Distribution Mismatch and Inductive Inference is accepted by CVPR Workshop 2024. :dizzy:
Aug 02, 2023 Our paper Hierarchical Visual Primitive Experts for Compositional Zero-shot Learning is accepted by ICCV 2023. :fire:
Apr 20, 2023 Our paper PartMix: Regularization Strategy To Learn Part Discovery for Visible-Infrared Person Re-Identification is accepted by CVPR 2023. :star2:

publications

  1. CVPR Workshop
    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
  2. ICCV
    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
  3. CVPR
    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
  4. WACV
    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
  5. WACV
    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