CV

Contact Information

Name Yuhwan Jeong
Professional Title PhD candidate in KAIST
Email jeongyh98@kaist.ac.kr
Location Daejeon, South Korea

Professional Summary

Advisor: Kuk-Jin Yoon

Experience

  • 2020 - 2021

    Seoul, South Korea

    Co-op KAIST Intern
    Inbody
    • Human skeleton prediction using deep learning-based vision models
    • Motion estimation from camera data
  • 2017 - 2020

    Daejeon, South Korea

    Photo Journalist & Associate Editor
    KAIST Times

Education

  • 2024 - Present

    Daejeon, South Korea

    Ph.D. Candidate
    Korea Advanced Institute of Science and Technology (KAIST)
    Mechanical Engineering
    • GPA: 3.89/4.3
    • Advisor: Kuk-Jin Yoon
  • 2022 - 2024

    Daejeon, South Korea

    M.S.
    Korea Advanced Institute of Science and Technology (KAIST)
    Mechanical Engineering
    • GPA: 4.00/4.3
    • Advisor: Kuk-Jin Yoon
  • 2017 - 2022

    Daejeon, South Korea

    B.S.
    Korea Advanced Institute of Science and Technology (KAIST)
    Mechanical Engineering
    • GPA: 3.75/4.3
  • 2014 - 2017

    Uijeongbu, South Korea

    Graduation
    Gyeonggibuk Science High School

Interests

Computer Vision and Machine Learning: Optical Flow, Video Diffusion Models, Novel Sensors (Event Camera, LiDAR, RADAR), Image Restoration & Video Restoration, Multi-Agent Reinforcement Learning

Publications

  • 2026
    Event-based Motion Deblurring with Unpaired Data
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026

    Hoonhee Cho, Yuhwan Jeong, and Kuk-Jin Yoon

  • 2026
    DSERT-RoLL: Robust Multi-Modal Perception for Diverse Driving Conditions with Stereo Event-RGB-Thermal Cameras, 4D Radar, and Dual-LiDAR
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026

    Hoonhee Cho, Jae-Young Kang, Yuhwan Jeong*, Yunseo Yang, Wonyoung Lee, Youngho Kim, and Kuk-Jin Yoon

  • 2025
    Robust Adverse Weather Removal via Spectral-based Spatial Grouping
    IEEE/CVF International Conference on Computer Vision (ICCV), 2025

    Yuhwan Jeong, Yunseo Yang, Youngho Yoon*, and Kuk-Jin Yoon

  • 2025
    Learning Large Motion Estimation from Intermediate Representations with a High-Resolution Optical Flow Dataset Featuring Long-Range Dynamic Motion
    IEEE/CVF International Conference on Computer Vision (ICCV), 2025

    Hoonhee Cho, Yuhwan Jeong, and Kuk-Jin Yoon (Highlight Paper)

  • 2025
    Unifying Low-Resolution and High-Resolution Alignment by Event Cameras for Space-Time Video Super-Resolution
    IEEE/CVF Winter Conference on Applications of Computer Vision (WACV), 2025

    Hoonhee Cho, Jae-Young Kang, Taewoo Kim, Yuhwan Jeong, and Kuk-Jin Yoon

  • 2024
    A Benchmark Dataset for Event-guided Human Pose Estimation and Tracking in Extreme Conditions
    Advances in Neural Information Processing Systems (NeurIPS), 2024

    Hoonhee Cho, Taewoo Kim, Yuhwan Jeong, and Kuk-Jin Yoon

  • 2024
    Towards Real-world Event-guided Low-light Video Enhancement and Deblurring
    European Conference on Computer Vision (ECCV), 2024

    Taewoo Kim, Jaeseok Jeong, Hoonhee Cho, Yuhwan Jeong, and Kuk-Jin Yoon

  • 2024
    Towards Robust Event-based Networks for Nighttime via Unpaired Day-to-Night Event Translation
    European Conference on Computer Vision (ECCV), 2024

    Yuhwan Jeong, Hoonhee Cho, and Kuk-Jin Yoon

  • 2024
    TTA-EVF: Test-time Adaptation for Event-based Video Frame Interpolation via Reliable Pixel and Sample Estimation
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024

    Hoonhee Cho, Taewoo Kim, Yuhwan Jeong, and Kuk-Jin Yoon

  • 2023
    Non-coaxial Event-guided Motion Deblurring with Spatial Alignment
    IEEE/CVF International Conference on Computer Vision (ICCV), 2023

    Hoonhee Cho, Yuhwan Jeong, Taewoo Kim, and Kuk-Jin Yoon

Projects

  • Development of Data Augmentation and Sensor Fusion Technologies for Robust Autonomous Driving

    Funded by 42DOT

    • Project Leader
  • Computer Vision Research Based on Multimodal Cameras for Robust Autonomous Driving

    Funded by the Korea Government (MSIT)

    • Project Member
  • Development of a Humanoid Robot Pilot Based on Natural Language Processing Knowledge Base

    Funded by Agency for Defense Development (ADD)

    • Project Member
  • Future Mobility Testbed Development through IT, AI, and Robotics

    Funded by KAIST Institute

    • Project Member

Honors and Awards

  • 2026
    Vice President of the Doctoral Programme
    Department of Mechanical Engineering, KAIST
  • 2026
    Lab Leader Student
    Visual Intelligence Lab, KAIST
  • 2022
    Mohamed Bin Zayed International Robotics Challenge (MBZIRC) Final Team

    The Mohamed Bin Zayed International Robotics Challenge (MBZIRC) aims to be one of the world’s largest and most prestigious international robotics competitions. https://www.mbzirc.com/

  • 2022
    Cum Laude, KAIST

Extracurricular Activities

  • Teaching Assistant, Optimal Design (Spring 2026)
  • Teaching Assistant, Introduction to Visual Intelligence (Spring 2025)
  • Teaching Assistant, Autonomous Mobile System Programming (Fall 2024, Fall 2025)
  • Teaching Assistant, Samsung AI Expert (August 2024)
  • Teaching Assistant, Special Topics in Mechanical Engineering Practice: Programming for Mechanical Engineering Problem Solving (Spring 2024)

Academic Services

  • IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2025
  • International Conference on Computer Vision (ICCV), 2025
  • Neural Information Processing Systems (NeurIPS), 2025
  • IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2026

Languages

Korean : First language
English : Basic professional proficiency