Jonghyun Park

I'm a M.S./Ph.D. student in Interdisciplinary Program in Artificial Intelligence, Machine Perception and Reasoning Lab. at Seoul National University advised by Prof. Jonghyun Choi. My research focuses on enhancing safe reasoning in multimodal large language models (MLLMs) through efficient methods, with the goal of creating helpful and reliable multimodal AI systems.

I received B.S. from Yonsei University under the supervision of Prof. Jong-Seok Lee.

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profile photo

    Publications
Attention Misses Visual Risk: Risk-Adaptive Steering for Multimodal Safety Alignment
Jonghyun Park, Minhyuk Seo, Chaewon Yeo, Jonghyun Choi
ECCV 2026
Best Paper Award @ CIKM 2025 Workshop of HCAI
arXiv [pdf]
Impact of Regularization on Calibration and Robustness: from the Representation Space Perspective
Jonghyun Park, Juyeop Kim, Jong-Seok Lee
arXiv [pdf]

    Awards


    Academic Services
  • Reviewer
    • NeurIPS (2026), CVPR (2026), IJVC (2026), TPAMI (2025), CoLLAs (2025)


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