Byungwoo Jeon
Graduate student at KAIST
KAIST AI
imbw2024 [AT] kaist.ac.kr
About
I am a 1st year M.S./Ph.D student of 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 and Engineering / Statistics (double major) at Korea University in 2024.
The north star of my research is to develop a unified and scalable framework aligned with multi-modalities and human preferences for various vision-centric tasks. Currently, I am collaborating with Prof. Minsu Cho from POSTECH CVLAB and Prof. Sungjoon Choi from Korea Univ. RILAB for related topics.
If you want to have a discussion or coffee chat with me, e-mail me or sign up here. I am always positively open to all kinds of collaborations!
Publications
SpatialBoost: Enhancing Visual Representation through Language-Guided Reasoning
Byungwoo Jeon*, Dongyoung Kim*, Huiwon Jang, Insoo Kim, and Jinwoo Shin
NeurIPS Workshop on Space in Vision, Language, and Embodied AI, 2025
Learning Feasibility from Failure Data in Vision–Language–Action Models
Byungwoo Jeon, Jeongeun Park, Jihwan Yoon, Juhan Park, Kyungjae Lee, Namhoon Cho, Sangdoo Yun, and Sungjoon Choi
CoRL Workshop on Safe and Robust Robot Learning for Operation in the Real World, 2025
TrackIME: Enhanced Video Point Tracking via Instance Motion Estimation
Seong Hyeon Park, Huiwon Jang, Byungwoo Jeon, Sukmin Yun, Paul Hongsuck Seo, and Jinwoo Shin
Conference on Neural Information Processing Systems (NeurIPS), 2024, Spotlight Presentation
SpatialBoost: Enhancing Visual Representation through Language-Guided Reasoning
Seong Hyeon Park, Huiwon Jang, Byungwoo Jeon, Sukmin Yun, Paul Hongsuck Seo, and Jinwoo Shin
Conference on Neural Information Processing Systems (NeurIPS), 2024,
Spotlight
Learning Feasibility from Failure Data in Vision–Language–Action Models
Seong Hyeon Park, Huiwon Jang, Byungwoo Jeon, Sukmin Yun, Paul Hongsuck Seo, and Jinwoo Shin
Conference on Neural Information Processing Systems (NeurIPS), 2024,
Spotlight
TrackIME: Enhanced Video Point Tracking via Instance Motion Estimation
Seong Hyeon Park, Huiwon Jang, Byungwoo Jeon, Sukmin Yun, Paul Hongsuck Seo, and Jinwoo Shin
Conference on Neural Information Processing Systems (NeurIPS), 2024,
Spotlight
Education
Korea Advanced Institute of Science and Technology (KAIST)Sep. 2024 - Current
M.S./Ph.D student in Artificial Intelligence
Korea University, SeoulMar. 2020 - Aug. 2024
B.S. in Computer Science & Engineering (First Major)
B.E. in Statistics (Second Major)
Experience
ML EngineerJan. 2023 - Jan. 2024
ArcrealLeadAug. 2022 - Jul. 2023
Google Developer Student ClubsFullstack EngineerJul. 2021 - Aug. 2021
M-monstar