About Me
I am an M.S. student at KAIST, Kim Jaechul Graduate School of AI, and a member of the CVML Lab, My current research focuses on Generative Modeling, 3D Geometry and Vision-Language Action Models.
I am driven by a desire to leverage artificial intelligence to solve complex real-world challenges and push the boundaries of multimodal understanding. I believe in developing robust, scalable AI systems that seamlessly connect perception with action.
Beyond academics, I enjoy playing the piano.
Research Interest
- Generative Modeling (e.g., Diffusion Models, LLMs)
- 3D Geometry and Vision
- Vision-Language Action Models
Education
Ph.D. in Artificial Intelligence
KAIST, Kim Jaechul Graduate School of AI
September 2026 –
M.S. in Artificial Intelligence
KAIST, Kim Jaechul Graduate School of AI
September 2024 – August 2026
B.S. in Mathematics and Computer Science
Sogang University
March 2018 – August 2022
Experience
KAIRI Intern
KAIST, Kim Jaechul Graduate School of AI
June 2023 – August 2023
- Advisor : Jongchul Ye
KAIRI Intern
KAIST, Kim Jaechul Graduate School of AI
December 2022 – February 2023
- Advisor : Jaegul Choo
Recent Publications
Representation Alignment for Just Image Transformers is not Easier than You Think
Jaeyo Shin*, Jiwook Kim*, Hyunjung Shim.
ECCV, 2026.
Real-Time Long Horizon Air Quality Forecasting via Group-Relative Policy Optimization
Inha Kang, Eunki Kim, Wonjeong Ryu, Jaeyo Shin, Seungjun Yu, Yoon-Hee Kang, Seongeun Jeong, Eunhye Kim, Soontae Kim, Hyunjung Shim.
Conference on Computer Vision and Pattern Recognition (CVPR), 2026.
WaymoQA: A Multi-View Visual Question Answering Dataset for Safety-Critical Reasoning in Autonomous Driving
Seungjun Yu, Seonho Lee, Namho Kim, Jaeyo Shin, Junsung Park, Wonjeong Ryu, Raehyuk Jung, Hyunjung Shim.
Arxiv, 2025.
CoT-PL: Visual Chain-of-Thought Reasoning Meets Pseudo-Labeling for Open-Vocabulary Object Detection
Hojun Choi, Youngsun Lim, Jaeyo Shin, Hyunjung Shim.
ECCV, 2026.
Dreamcatalyst: Fast and high-quality 3d editing via controlling editability and identity preservation
Jiwook Kim*, Seonho Lee*, Jaeyo Shin, Jiho Choi, HyunjungShim.
International Conference on Learning Representations (ICLR), 2025.