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Sunyoung Jung

PhD Student

MICV, Yonsei University


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I am a Third-year Ph.D. student at Yonsei University, advised by Prof. Seong Jae Hwang, in the Medical Imaging and Computer Vision (MICV).

My doctoral research explores the capabilities of generative models within the domain of computer vision. I am actively working on problems in video and image generation, motion transfer in video generation, and diffusion models.

I am currently looking for a Research Internship position! Please feel free to contact me!

Contact

  • sunyoungj@yonsei.ac.kr

  • Yonsei Engineering Research Park, Seoul, Republic of Korea

Education

  • PhD in Artificial Intelligence, 2025 - Present

    Yonsei University, Seoul

  • MS in Electrical and Electronic Engineering, 2023 - 2025

    Yonsei University, Seoul

  • BS in Biotechnology, 2021 - 2023

    Yonsei University, Seoul

  • BS in Biomedical Engineering, 2019 - 2023

    Yonsei University, Wonju

Recent News🎉

  • [Sep 2025] ๐ŸŽฅ Initiated a research collaboration with Raska FX, a movie VFX company specializing in visual effects production.
  • [Sep 2025] ๐ŸŽ‰ One paper has been accepted to NeurIPS 2025!
  • [Aug 2025] ๐ŸŽ‰ Initiated research collaboration with Prof. Ming-Hsuan Yang (UC Merced & Google DeepMind).
  • [Jul 2025] ๐Ÿ”ฅ Our MICCAI2025 paper "TESLA" has been selected to an Oral presentation (top 2.2%)
  • [Jun 2025] ๐ŸŽ‰ One paper has been accepted to MICCAI 2025!
  • [Mar 2025] ๐ŸŽ“ Joined MICV at Yonsei University for my PhD Program.
  • [Nov 2024] ๐ŸŽ‰ Our research paper got a Best Trainee Scientific Awards Poster Presentation (Gold) in ICMRI 2024!
  • [Jun 2024] ๐ŸŽ‰ One paper has been accepted to MICCAI 2024!
  • [Feb 2024] ๐ŸŽ‰ One paper has been accepted to ISMRM 2024 as an Oral presentation!

Research Experiences

  • Medical Imaging and Computer Vision, Yonsei University, Seoul
    Mar 2025 - Present

    Graduate Student Researcher (Advisor: SeongJae Hwang)
  • Medical Imaging Artificial Intelligence Lab, Yonsei University, Seoul
    Mar 2023 - Feb 2025

    Graduate Student Researcher (Advisor: Dong-Hyun Kim)
  • Medical Imaging Artificial Intelligence Lab, Yonsei University, Seoul
    Sep 2022 - Feb 2023

    Undergraduate Research Intern (Advisor: Dong-Hyun Kim)

Publications

  • AQUA: Aligned Query Fusion for Reference-Unbiased and Temporally Consistent Video Motion Transfer

    Sunyoung Jung*, Jiwoo Park*, Yeonkyung Lee, Tae Eun Choi, Seong Jae Hwang

    Under Review

    [ project ]

  • Interpreting vision transformers via residual replacement model

    Jinyeong Kim*, Junhyeok Kim*, Yumin Shim, Joohyeok Kim, Sunyoung Jung, Seong Jae Hwang

    NeurIPS 2025

    [ paper ]

  • TESLA: Test-time Reference-free Through-plane Super-resolution for Multi-contrast Brain MRI

    Yoonseok Choi, Sunyoung Jung, Mohammed A. Al-masni, Ming-Hsuan Yang, and Dong-Hyun Kim

    MICCAI 2025, Oral presentation (Top 2.2%)

    [ project ]

  • Deformation-Aware Segmentation Network Robust to Motion Artifacts for Brain Tissue Segmentation using Disentanglement Learning

    Sunyoung Jung, Yoonseok Choi, Mohammed A. Al-masni, Minyoung Jung, and Dong-Hyun Kim

    MICCAI 2024

    [ paper | code ]

Academic Activities

Reviewer

  • CVPR 2026

Awards & Honors