Namkyeong Lee

Senior Machine Learning Scientist @ Genentech

namkyeonglee.jpg

''Hi, my name is Louis, fifth year Bichon Frise! I'm the first dog of AFGRL.''

Hi, I’m Namkyeong Lee. I am Senior Machine Learning Scientist at Genentech, dedicated to developing Foundation Models for biology and drug discovery.

Before joining Genentech, I earned my Ph.D. from the Industrial and Systems Engineering Department at KAIST, advised by Prof. Chanyoung Park at the Data Science and Artificial Intelligence Lab (DSAIL). My doctoral research, deeply rooted in the collaboration with the Korea Research Institute of Chemical Technology (KRICT), focused on bridging the gap between AI and molecular science.

My research topics of interest include, but are not limited to, the following:

  • Foundation Models for scientific discovery
  • Large Language Models (LLMs) for scientific discovery
  • LLM Agent Systems for scientific discovery

News

Feb 20, 2026 I have officially completed my doctoral studies at KAIST! Beyond the completion of my degree, my dissertation was recognized with the KAIST Presidential Best Ph.D. Thesis Award.
Feb 11, 2026 I gave a research talk at UNIST IE open seminar titled ‘Artificial Intelligence for Molecular Science’
Jan 26, 2026 A paper got accepted at ICLR 2026.
Nov 7, 2025 A paper got accepted at AAAI 2026.
Oct 27, 2025 I gave a research talk at UNIST AIGS open seminar titled ‘Artificial Intelligence for Molecular Science’