About Me
I am a research engineer at General Robotics. Before joining General Robotics, I received my Master’s degree at Machine Learning and Intelligence Lab (MLILAB) from KAIST, advised by Prof. Eunho Yang. I received my B.S. in Computer Science and Electrical Engineering from KAIST in 2022, advised by Prof. Alice Oh and Prof. In So Kweon.
During my stay at Carnegie Mellon University, I worked closely with Prof. Kris Kitani. Prior to that, I interned at Naver Cloud Computer Vision Team and Samsung Electronics.
My ultimate goal is to contribute to society through AI, with a particular interest in technologies that assist the socially disadvantaged. To achieve this goal, my research mainly focuses on Computer Vision, especially on (i) 3D/4D, and (ii) Vision-Language Models.
News
- Oct 2025: Selected as a Top Reviewer for NeurIPS 2025.
- May 2025: I joined General Robotics as a research engineer. Thrilled to be a part of this team!
- Mar 2025: We are organizing Women in Computer Vision Workshop at CVPR 2025.
- Nov 2024: I gave a talk at the KAIST-Google exploreCSR workshop as a student speaker.
- Aug 2024: Settled in Pittsburgh, PA, and started my visiting scholar program at Carnegie Mellon University!
Publications
C: conference, P: preprint, *: equal contribution
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[P3] Accelerating Vision Transformers with Adaptive Patch Sizes
Rohan Choudhury*, JungEun Kim*, Jinhyung Park, Eunho Yang, L'aszl'o A. Jeni, Kris M. Kitani
project page | paper | code -
[P2] Overcoming Data Scarcity for 4D Temporal Generation in the Medical Domain
Hangyul Yoon*, JungEun Kim*, Geondo Park, Mintaek Oh, Nalee Kim, Kyungmi Yang, Hyunju Shin, Hee Chul Park, Kyungsu Kim, Eunho Yang -
[P1] Med-PerSAM: One-Shot Visual Prompt Tuning for Personalized Segment Anything Model in Medical Domain
Hangyul Yoon, Doohyuk Jang, JungEun Kim, Eunho Yang
paper -
[C2] Contact4D: A Video Dataset for Whole-Body Human Motion and Finger Contact in Dexterous Operations
Jyun-Ting Song, JungEun Kim, Jinkun Cao, Yu Lei, Takuma Yagi, Kris Kitani
International Conference on 3D Vision (3DV), 2026 -
[C1] Data-Efficient Unsupervised Interpolation Without Any Intermediate Frame for 4D Medical Images
JungEun Kim*, Hangyul Yoon*, Geondo Park, Kyungsu Kim, Eunho Yang
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024
paper | code
Education
Research & Work Experiences
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General Robotics
Research Engineer
May. 2025 - Present -
Carnegie Mellon University (CMU)
Visiting Scholar in Computer Science
Aug. 2024 - Mar. 2025 -
Naver Cloud Computer Vision Team
Research Intern
Sep. 2023 - Dec. 2023 -
Samsung Electronics
Student Research Engineer with Scholarship
Dec. 2020 - Aug. 2022 -
Corporation Waddle
Co-Founder
Mar. 2018 - Feb. 2020
Projects
- Developing a virtual doctor LLM model, AITRICS (2024)
- Research on the Investigation and Application of Data Augmentation, Samsung Electronics (2022)
- Investigation and Application of Lightweighting Techniques for Deep Learning Models, Samsung Electronics (2021)
- An Overview of Gradient Descent Optimization Algorithms with Applications, Samsung Electronics (2021)
Honors & Awards
- Top Reviewer, NeurIPS (2025)
- Workshop Organizer, WiCV@CVPR [Link] (2025)
- Travel Award, CVPR (2025)
- Student Speaker, KAIST-Google exploreCSR [Link] (2024)
- Workshop Organizer, KAIST-Google exploreCSR [Link] (2024)
- 1st Place, Korea Railroad Research Institute AI Competition (2023)
- Research Scholarship, Samsung Electronics (2020-2022)
- Conference Organizer, National Electronics Major College Student Conference (2020)
- Student Council Member, KAIST Department of Electrical Engineering (2018-2019)
- Volunteer Service: 200+ hours of community service (2015-Present)
Teaching Experiences
- Main Instructor, AI Competency Enhancement Program for Industrial Professionals at HD Hyundai (2023)
- Teaching Assistant, Meachine Learning for AI at KAIST (2023)
- Coding Assistant, AI Track at Elice (2020-2021)
- Career Instructor, Korea Foundation for the Advancement of Science and Creativity (KOSAC) (2019-2020)
- Teaching Assistant, Calculus at KAIST (2019)
Professional Services
- Conference Reviewer: NeurIPS’25
- Journal Reviewer: Progress in Engineering Science’[24,25], Computers in Biology and Medicine’24, Computer Methods and Programs in Biomedicine’24