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I am a 1st-year Ph.D. student in Computer Science at Cornell University, conducting my research at the Cornell Tech campus in New York City. I earned my bachelor’s degree with highest honors from POSTECH, where I worked with Prof. Suha Kwak and Prof. Tae-Hyun Oh. During my undergraduate, I also studied at Stanford, UIUC and UC Berkeley.

My research focuses on computer vision and machine learning, aiming to build intelligent agents that can perceive, reason about, and interact with our dynamic 3D world. In particular, I am interested in 3D/4D reconstruction and generation. I have published first-authored papers at CVPR, ECCV and ICCV, and been recognized as an outstanding reviewer at CVPR 2025 and ICCV 2023. I am grateful to be supported by Cornell Fellowship and KFAS Fellowship.

News

06/2025 I am selected as an outstanding reviewer (top 5.64%) at CVPR 2025.
02/2025 Our paper on 3D shape reconstruction, ZeroShape-W, is accepted to CVPR 2025.
10/2023 I am selected as an outstanding reviewer (top 1.89%) at ICCV 2023.
07/2023 Our paper on domain generalization, PromptStyler, is accepted to ICCV 2023.
07/2022 Our paper on 3D human reconstruction, FastMETRO, is accepted to ECCV 2022.
03/2022 Our paper on situation recognition, CoFormer, is accepted to CVPR 2022.
01/2022 I won the best research project award from POSTECH CSE.
10/2021 Our paper on situation recognition, GSRTR, is accepted to BMVC 2021.
01/2021 I won the minister’s award from Ministry of Science and ICT.

Selected Publications

  1. Robust 3D Shape Reconstruction in Zero-Shot from a Single Image in the Wild
    Junhyeong Cho, Kim Youwang, Hunmin Yang, and Tae-Hyun Oh
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025
  2. PromptStyler: Prompt-driven Style Generation for Source-free Domain Generalization
    Junhyeong Cho, Gilhyun Nam, Sungyeon Kim, Hunmin Yang, and Suha Kwak
    IEEE/CVF International Conference on Computer Vision (ICCV), 2023
  3. Cross-Attention of Disentangled Modalities for 3D Human Mesh Recovery with Transformers
    Junhyeong Cho, Kim Youwang, and Tae-Hyun Oh
    European Conference on Computer Vision (ECCV), 2022
  4. Collaborative Transformers for Grounded Situation Recognition
    Junhyeong Cho, Youngseok Yoon, and Suha Kwak
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022

Honors and Awards

CVPR Outstanding Reviewer (2025), IEEE/CVF Conference on Computer Vision and Pattern Recognition
  • Recognized as one of the top 5.64% among 12,582 reviewers at CVPR 2025
ICCV Outstanding Reviewer (2023), IEEE/CVF International Conference on Computer Vision
  • Recognized as one of the top 1.89% among 6,990 reviewers at ICCV 2023
Best Research Project Award (2022), POSTECH Computer Science and Engineering Department
  • Ranked first among 48 undergraduate CSE research projects
Stanford International Honors Program (2021), Stanford University
  • Selected as one of 2 distinguished POSTECH students for Stanford’s academic program
Minister's Award (2021), Ministry of Science and ICT
  • Ranked first among 5 funded research projects
University Representative of POSTECH (2021), Young Engineers Honor Society
  • Served as the university representative in 2021
KFAS Undergraduate Student Scholarship (2020-2022), Korea Foundation for Advanced Studies
  • Awarded a scholarship covering academic and living expenses
National Scholarship for Science and Engineering (2020-2022), Korea Student Aid Foundation
  • Awarded a full scholarship covering tuition and living expenses
Young Engineers Honor Society (2019-2022), National Academy of Engineering of Korea
  • Selected as one of 3 distinguished POSTECH students

Professional Services

Conference Reviewer
  • IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) [Outstanding Reviewer in 2025]
  • IEEE/CVF International Conference on Computer Vision (ICCV) [Outstanding Reviewer in 2023]
  • European Conference on Computer Vision (ECCV)
  • Advances in Neural Information Processing Systems (NeurIPS)
  • AAAI Conference on Artificial Intelligence (AAAI)
  • British Machine Vision Conference (BMVC)
  • Asian Conference on Computer Vision (ACCV)
Journal Reviewer
  • IEEE Transactions on Image Processing (TIP)
  • IEEE Transactions on Multimedia (TMM)
  • IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)
  • International Journal of Computer Vision (IJCV)
  • Pattern Recognition (PR)
  • The Visual Computer Journal (TVCJ)