International Conference on Learning Representations · 2024
Cited
27
Resume (English only)
Academic Achievements
Published multiple papers, including 'GR00T N1: An Open Foundation Model for Generalist Humanoid Robots', 'Latent Action Pretraining from Videos', etc.
Won several awards, such as the best paper award at NAACL 2025.
Part of the organizing committee for the 5th Embodied AI Workshop at CVPR 2024.
Research Experience
Senior Research Scientist at Nvidia GEAR Lab, working on creating robot foundation models and leading the world modeling team. Involved in multiple research projects such as DreamGen, GR00T N1, etc.
Education
Sep. 2023 - May 2025 (on leave): Ph.D. Student at University of Washington (advisors: Luke Zettlemoyer and Dieter Fox)
Mar. 2021 - Aug. 2023: M.S. in Artificial Intelligence at Korea Advanced Institute of Science and Technology (KAIST) (advisor: Minjoon Seo)
Mar. 2017 - Feb. 2021: B.S. in Computer Science at Korea University
Background
Senior Research Scientist at Nvidia GEAR Lab, working on creating robot foundation models and leading the world modeling team (GR00T Dreams). Main research agenda is to find a scaling axis for improving robot learning by scaling the total amount of GPUs with world models.