I am a 1st-year M.S./Ph.D. student at Efficient Learning Lab (EffL), advised by Prof. Jaeho Lee at Pohang University of Science and Technology (POSTECH). I received my B.S. in Electrical Engineering from POSTECH in 2025.
My research focuses on identifying and addressing fundamental bottlenecks in robot foundation models (e.g., VLA and WAM) through principled algorithm design. My long-term goal is to bridge mathematical optimization and electrical engineering principles to enable ultra-efficient Physical AI.
Learned Image Compression for Vision-Language-Action Models
Hyeonjun Kim, Jegwang Ryu, Sangbeom Ha, Junhyeok Lee, Jun-Hyuk Kim, Hyemin Ahn, Jaeho Lee
arXiv preprint, 2026
Learned Image Compression for Vision-Language-Action Models
Hyeonjun Kim, Jegwang Ryu, Sangbeom Ha, Junhyeok Lee, Jun-Hyuk Kim, Hyemin Ahn, Jaeho Lee
arXiv preprint, 2026
Pohang University of Science and Technology (POSTECH)Feb.2026 - Present
M.S & Ph.D. Student in Electrical Engineering
Pohang University of Science and Technology (POSTECH)Feb.2021 - Feb.2026
B.S. in Electrical Engineering