Soomi Jeong

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I am an M.S. student at POSTECH, advised by Prof. Kwang In Kim. I received my B.S. in Biomedical Engineering and Computer Science from Gachon University.

My research lies in multimodal large language models and how they understand complex, structured information. I am especially interested in structure-aware and knowledge-enhanced methods that leverage graphs, knowledge graphs, and other structured representations to improve multimodal reasoning.

news

Apr 30, 2026 1 paper has been accepted to ICML
Feb 01, 2026 I started my M.S. in Artificial Intelligence at

selected publications

  1. HInT: Hypergraph Infusion at the Structural Layers Improves Table Understanding
    Wonjin Lee, Soomi Jeong, and Kwang In Kim
    In ICML, 2026
  2. ISOCC
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    Efficient Cardiovascular Disease Diagnosis System for an Wearable Device based on Multi Stage BCResNet
    Jungbeom Ko, JaeYun Park, Minjeong Kim, Soomi Jeong, Hyunchul Kim, and JungSuk Kim
    In ISOCC, 2024