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, twitter

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 for Videos πŸŽ₯
M.S.+Ph.D. @ POSTECH EE (24.02--)
Keywords: State-Space Models, Model Compression
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
Taesun Yeom

Taesun Yeom

Understanding Training Dynamics of Neural Fields
M.S.+Ph.D. @ POSTECH AI (24.09--)
Keywords: Neural Fields, Learning Dynamics
Google Scholar
Hyeonjun Kim

Hyeonjun Kim

Learning Vision Language Models with Many Applications
M.S.+Ph.D. @ POSTECH AI (25.02--)
Keywords: Multimodal Learning, Model Efficiency
mail, webpage

M.S. track #

Minkyu Kim

Minkyu Kim

Harnessing Language Models for Multimodal Tasks πŸžοΈπŸŽ™οΈ
POSTECH AI (23.03--)
Keywords: Multimodal learning, Image processing, Audio captioning
webpage, mail, blog, recent project, twitter
Juyun Wee

Juyun Wee

Compressing Large Language Models πŸ€
POSTECH EE (23.09--)
Office Team Lead @ EffL
Keywords: LLM Compression, Model Pruning, Model Efficiency
webpage, mail
Jiyun Bae

Jiyun Bae

Data-dependent Visual Prompts πŸ•ΆοΈ
POSTECH AI (24.02--)
Academic Team Lead @ EffL
Keywords: Visual Prompts, Black-box models, LLMs, Fairness
webpage, mail
Jegwang Ryu

Jegwang Ryu

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

Seunghyun Kim

Low-precision Training of LLM
POSTECH EE (24.09--)
Keywords: LLM, Quantization
Minhee Lee

Minhee Lee

Compressing Large Language Models
POSTECH AI (25.02--)
Keywords: LLM pruning, Speculative decoding
webpage, mail

Staff #

Seung-Ah Song #

Administrative Staff @ EffL (22.03–)
mail