Principal Investigator
insuhan

Insu Han

ASSISTANT PROFESSOR, KAIST EE ยท PRINCIPAL INVESTIGATOR, FLEXML LAB

Insu Han is an Assistant Professor in the School of Electrical Engineering at KAIST and the Principal Investigator (PI) of the FlexML Lab. He received his B.S., M.S., and Ph.D. degrees from KAIST EE, advised by Jinwoo Shin. In 2019, he was a recipient of the Microsoft Research Asia Fellowship. In 2024, together with Amin Karbasi and Amir Zandieh, he was selected as a recipient of the Roberts Innovation Fund Award for research on making AI more powerful and cost-effective. Before joining KAIST, he was an Applied Scientist at Adobe Firefly and a Postdoctoral Fellow at the Yale Institute for Foundations of Data Science (FDS).

Research Interests: Efficient ML, Model Compression, Quantization, LLM Optimization, Hardware-aware AI
Office: N1 914, 291 Daehak-ro, Daejeon, South Korea
Phone: +82-42-350-7477

M.S. Students
Seongjin Cha
Seongjin Cha
M.S. Student (2nd Year)
Self-speculative Decoding, Quantization
Langqing Cui
M.S. Student (2nd Year)
KV Cache, Diffusion Language Models
Jihwan Shin
M.S. Student (1st Year)
Diffusion Language Models, DNA Foundation Models
Seoungsub Lee
Seoungsub Lee
M.S. Student (1st Year)
Efficient AI, Agentic AI
Undergraduate Students/Interns
HSL
Haesung Lee
Vision-Language-Language Model Quantization
SHM
Sanghyeok Moon
Time Series Foundation Models