Jimin Lee
M.S. Student at KAIST AI
jiminl [AT] kaist.ac.kr
About
I am a 1st year M.S. & Ph.D. student at
Algorithmic Intelligence Laboratory (ALIN-LAB), advised
by
Prof. Jinwoo Shin
at Korea Advanced Institute of Science and Technology
(KAIST).
I received my B.S. in Computer Science & Engineering at Korea University in 2025.
My goal is to build intelligent systems that can perceive, understand, and interact with the world in a human-like manner.
To this end, my research focuses on Robotics Foundation Models and Vision-Language-Action (VLA) Models.
In particular, I am interested in extending VLA models with additional multimodal inputs that enable better cross-modal alignment and more precise robot control.
Publications
Contrastive Representation Regularization for Vision-Language-Action Models
Taeyoung Kim, Jimin Lee, Myungkyu Koo, Dongyoung Kim, Kyungmin Lee, Changyeon Kim, Younggyo Seo, Jinwoo Shin
Preprint
Think Clearly: Improving Reasoning via Redundant Token Pruning
Daewon Choi, Jimin Lee, Jihoon Tack, Woomin Song, Saket Dingliwal, Sai Muralidhar Jayanthi, Bhavana Ganesh, Jinwoo Shin, Aram Galstyan, Sravan Babu Bodapati
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2025 (Findings)
ICML Workshop on Efficient Systems for Foundation Models (ES-FoMo III), 2025
SoccerNet 2024 Challenges Results
SoccerNet Challenge Participants
CVPR Workshop on SoccerNet Challenge, 2024
Contrastive Representation Regularization for Vision-Language-Action Models
Taeyoung Kim, Jimin Lee, Myungkyu Koo, Dongyoung Kim, Kyungmin Lee, Changyeon Kim, Younggyo Seo, Jinwoo Shin
Preprint
Think Clearly: Improving Reasoning via Redundant Token Pruning
Daewon Choi, Jimin Lee, Jihoon Tack, Woomin Song, Saket Dingliwal, Sai Muralidhar Jayanthi, Bhavana Ganesh, Jinwoo Shin, Aram Galstyan, Sravan Babu Bodapati
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2025 (Findings)
ICML Workshop on Efficient Systems for Foundation Models (ES-FoMo III), 2025
SoccerNet 2024 Challenges Results
SoccerNet Challenge Participants
CVPR Workshop on SoccerNet Challenge, 2024
Education
M.S./Ph.D student in Artificial Intelligence
B.S. in Computer Science & Engineering
Experience
Honors and Awards
2nd Place, CVPR Workshop 2024 SoccerNet Challenge Multi-View Foul Recognition
Jun. 2024
Academic Services
• Workshop Reviewer: ES-FoMo III @ ICML 2025