Introduction
I am a first-year PhD student at KAIST, advised by Prof. Seungryong Kim. My research focuses on general perception, with a particular interest in point tracking (Track Any Point), its applications, and bridging video with language understanding.
Before joining KAIST, I was a PhD student at Korea University and transferred to KAIST with my advisor. Prior to that, I received a B.S. degree from Korea University.
Education
- Korea Advanced Institute of Science and Technology (KAIST), Seoul, Korea
- MS/PhD Integrated Student in Artificial Intelligence
- Sep. 2024 - Present
- Korea University, Seoul, Korea
- M.S. in Computer Science and Engineering
- Mar. 2024 - Sep. 2024 (Transferred to KAIST with supervisor)
- Korea University, Seoul, Korea
- B.S in Biomedical Engineering and Artificial Intelligence
- Mar. 2020 - Feb. 2024
- Graduated Summa Cum Laude
Experience
- University of Michigan, Ann Arbor, MI
- Visiting Scholar
- Jun. 2025 - Dec. 2025 (Expected)
- Advisor: Prof. Honglak Lee
- Korea University, Seoul, Korea
- Research Assistant
- Jan. 2023 - Aug. 2024
- Advisor: Prof. Seungryong Kim
Publications
Exploring Temporally-Aware Features for Point Tracking
Inès Hyeonsu Kim*, Seokju Cho*, Jiahui Huang, Jung Yi, Joon-Yong Lee, Seungryong Kim
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2025
[Project Page] [arXiv]
Retrieval-Augmented Score Distillation for Text-to-3D Generation
Junyoung Seo*, Susung Hong*, Wooseok Jang*, Inès Hyeonsu Kim, Minseop Kwak, Doyup Lee, Seungryong Kim
International Conference on Machine Learning (ICML) 2024
[Project Page] [arXiv]
Diffusion Model for Dense Matching
Jisu Nam, Gyuseong Lee, Sunwoo Kim, Hyeonsu Kim, Hyeongwon Cho, Seyeon Kim, Seungryong Kim
International Conference on Learning Representations (ICLR) 2024, Oral, 1.2% acceptance rate
[Project Page] [arXiv]
Let 2D Diffusion Model Know 3D-Consistency for Robust Text-to-3D Generation
Junyoung Seo*, Wooseok Jang*, Min-Seop Kwak*, Hyeonsu Kim, Jaehoon Ko, Junho Kim, Jin-Hwa Kim, Jiyoung Lee, Seungryong Kim
International Conference on Learning Representations (ICLR) 2024
[Project Page] [arXiv]
Preprints
Pose-Diversified Augmentation with Diffusion Model for Person Re-Identification
Inès Hyeonsu Kim*, JoungBin Lee*, Soowon Son, Woojeong Jin, Kyusun Cho, Junyoung Seo, Min-Seop Kwak, Seokju Cho, JeongYeol Baek, Byeongwon Lee, Seungryong Kim
Arxiv Preprint, 2024
[Project Page] [arXiv]
Geometry-Aware Score Distillation via 3D Consistent Noising and Gradient Consistency Modeling
Min-Seop Kwak, Donghoon Ahn, Inès Hyeonsu Kim, Jin-wha Kim, Seungryong Kim
Arxiv Preprint, 2024
[Project Page] [arXiv]
Honors & Awards
- Outstanding Graduate Award, Class of 2024
- Korea University, Seoul, Korea
- Best Paper Award (2023)
- 33th Artificial Intelligence and Signal Processing, IEIE.
- Semester High Honors (2nd semester, 2023)
- Korea University, Seoul, Korea (Jul. 2023)
- Semester High Honors (2nd semester, 2022)
- Korea University, Seoul, Korea (Jul. 2022)
- Soseon Scholarship
- Soseon Sharing Fund, Korea (Sep. 2022)
- Semester High Honors (2nd semester, 2021)
- Korea University, Seoul, Korea (Jul. 2021)
- Semester High Honors (1st semester, 2021)
- Korea University, Seoul, Korea (Jan. 2021)
- Semester High Honors (2nd semester, 2020)
- Korea University, Seoul, Korea (Jul. 2020)
- 1st Prize, Research & Education Conference of Gifted Youth in Scientific Research
- Ministry of Science and ICT, Korea (2018)
- The Minister of Science and ICT Award
- 2nd Prize, Korea National Science Creativity Competition
- Ministry of Education (2017)
- The Minister of Science and ICT Award
- Outstanding Achievement Award, National Science Fair
- Ministry of Science, ICT and Future Planning, Korea (2015)
- The Minister of Education & The Minister of Economy and Finance Award
- Outstanding Achievement Award, Daegu Metropolitan City Science Fair
- Daegu Metropolitan Office of Education, Korea (2015)
- Superindentent of Education of Daegu Metropolitan City Award