Members

Principal Investigator #

Jaeho Lee

Jaeho Lee

Assistant Professor @ POSTECH EE (22.03--)
Principal Investigator @ EffL (22.03--)
Visiting Researcher @ Google (23.09--)
webpage, mail, X

Ph.D. track #

Sangyoon Lee

Sangyoon Lee

Hyperefficient Neural Fields ⚑️
M.S.+Ph.D. @ POSTECH AI (24.02--)
Keywords: Fast Neural Fields, Editable Neural Fields, Neural Compression
webpage, mail
Minjae Park

Minjae Park

Accelerating Large-Scale Models βš™οΈ
M.S.+Ph.D. @ POSTECH EE (24.02--)
Keywords: Data Pruning, Efficient Model, Knowledge Distillation
webpage, mail
Hyunjong Ok

Hyunjong Ok

Advancing Audio Technologies for Multimodal Intelligence πŸ”ˆ
M.S.+Ph.D. @ POSTECH AI (24.02--)
Keywords: Efficient LLM, Multi-modal Learning, Audio Technologies
webpage, mail
Jiyun Bae

Jiyun Bae

Robustness of Reasoning Vision-Language Models πŸ•ΆοΈ
Ph.D. @ POSTECH AI (26.02--)
Academic Team Lead @ EffL
Keywords: Vision-language Model, Trustworthy, Robustness
webpage, mail
Taesun Yeom

Taesun Yeom

Theoretical Understanding of Deep Learning πŸ“
M.S.+Ph.D. @ POSTECH AI (24.09--)
Keywords: Implicit Bias, Learning Dynamics, Generalization
Google Scholar
Yongjun Kim

Yongjun Kim

Efficient Reasoning πŸ’­
M.S.+Ph.D. @ POSTECH AI (24.09--)
Keywords: Large language model, Test-time scaling
mail, X
Hyeonjun Kim

Hyeonjun Kim

Learning Vision Language Models with Many Applications πŸ€–
M.S.+Ph.D. @ POSTECH AI (25.02--)
Keywords: Multimodal Learning, Model Efficiency, Vision-Language-Action Model (VLA)
mail, linked in
Sangbeom Ha

Sangbeom Ha

Efficient Vision-Language-Action Models for Robotic Intelligence πŸ€–
M.S.+Ph.D. @ POSTECH AI (26.02--)
Keywords: Vision-Language-Action (VLA), Model Efficiency, On-device Robotics

M.S. track #

Jegwang Ryu

Jegwang Ryu

Compression in the Neural Network Weight Space πŸ’Ύ
POSTECH EE (24.09--)
Keywords: Efficient LLM, Accelerated Training
Google Scholar, mail
Seunghyun Kim

Seunghyun Kim

Efficient Vision Encoder πŸ“Έ
POSTECH EE (24.09--)
Keywords: Quantization, VLM, Vision Encoder
mail
Minhee Lee

Minhee Lee

Video Understanding πŸŽ₯
POSTECH AI (25.02--)
Keywords: Diffusion Transformer, Diffusion Language Model
webpage, mail
Minsu Lee

Minsu Lee

Efficient Image Enhancement in Extreme Adverse Conditions 🌌
POSTECH AI (26.03--)
Keywords: Computer Vision, Denoising

Staff #

Seung-Ah Song #

Administrative Staff πŸ‘©πŸ»β€πŸ’Ό @ EffL (22.03–)
mail