Seungho Choi

PhD Student at CMLab, Chung-Ang University. Advised by Prof. Jihyong Oh.

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CMLab, Chung-Ang University

Seoul, South Korea

sh26choi1@gmail.com

I am a PhD student in the Creative Vision and Multimedia Lab (CMLab) at Chung-Ang University, advised by Prof. Jihyong Oh. I received my MS from Hannam University.

My research centers on multimodal learning and agents, building systems that perceive and act across vision and language. I am broadly interested in vision-language models and how agentic reasoning can be used to tackle complex, real-world perception tasks.

Feel free to reach out at sh26choi1@gmail.com.

selected publications

  1. arXiv
    DiTTo: Scalable Order-aware All-in-One Image Restoration Agent
    Seungho Choi and Jihyong Oh
    arXiv preprint arXiv:2605.30915. arXiv 2026. , 2026
    arXiv Website
  2. CVPR’26
    FRAMER: Frequency-Aligned Self-Distillation with Adaptive Modulation Leveraging Diffusion Priors for Real-World Image Super-Resolution
    Seungho Choi, Jeahun Sung, and Jihyong Oh
    In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). Poster (overall acceptance rate 25.42%). , 2026
    arXiv Website
  3. AAAI’26
    HanjaBridge: Resolving Semantic Ambiguity in Korean LLMs via Hanja-Augmented Pre-Training
    Seungho Choi, Sihyun Park, Minsang Kim, and 2 more authors
    In Proceedings of the AAAI Conference on Artificial Intelligence (AAAI). Oral Presentation (selected as top  5% of all submissions; overall acceptance rate 17.6%). , 2026
    arXiv HTML