Andrew Choong-Won Lee

cs ph.d. student @ uc davis — robot learning, active vision, agentic robotics
Andrew Lee

Experience

Bosch Research North America
Research Intern
Research Intern
Agentic robotics, mentored by Marcus Gualtieri, Ghayoor Shah, and Christian Juette

Selected Publications

For a full list of publications, please visit my Google Scholar profile.

Gaze on the Prize: Shaping Visual Attention with Return-Guided Contrastive Learning

Gaze on the Prize: Shaping Visual Attention with Return-Guided Contrastive Learning

Andrew Lee, Ian Chuang, Dechen Gao, Kai Fukazawa, Iman Soltani

arXiv 2025

Look, Focus, Act: Efficient and Robust Robot Learning via Human Gaze and Foveated Vision Transformers

Look, Focus, Act: Efficient and Robust Robot Learning via Human Gaze and Foveated Vision Transformers

Ian Chuang, Jinyu Zou, Andrew Lee, Dechen Gao, Iman Soltani

ICRA 2026

VITA: Vision-to-Action Flow Matching Policy

VITA: Vision-to-Action Flow Matching Policy

Dechen Gao, Boqi Zhao, Andrew Lee, Ian Chuang, Hanchu Zhou, Hang Wang, Zhe Zhao, Junshan Zhang, Iman Soltani

ICLR 2026

Active Vision Might Be All You Need: Exploring Active Vision in Bimanual Robotic Manipulation

Active Vision Might Be All You Need: Exploring Active Vision in Bimanual Robotic Manipulation

Ian Chuang*, Andrew Lee*, Dechen Gao, M-Mahdi Naddaf-Sh, Iman Soltani (*equal contribution)

ICRA 2025
Workshop on Whole-body Control and Bimanual Manipulation @ CoRL 2024

InterACT: Inter-dependency Aware Action Chunking with Hierarchical Attention Transformers for Bimanual Manipulation

InterACT: Inter-dependency Aware Action Chunking with Hierarchical Attention Transformers for Bimanual Manipulation

Andrew Lee, Ian Chuang, Ling-Yuan Chen, Iman Soltani

CoRL 2024

see all publications →

Education

University of California, Davis
Ph.D. in Computer Science
M.S. in Computer Science
Hanyang University
B.S. in Mechanical Engineering