Dongjun Lee
Ph.D student
KAIST AI
dgjun32 [AT] kaist.ac.kr / mando0302 [AT] gmail.com
About
I am a second year Ph.D. student at KAIST, advised by Prof. Kimin Lee and Jinwoo Shin. I am currently interested in robot learning, with a focus on enabling robots to understand human intentions expressed through diverse modalities (e.g., complex language instructions, egocentric videos) and to perform tasks aligned with those intentions. Previously, I worked as research intern at Microsoft Research and worked on LLM agents for computer use and coding.
Publications
[C4] Learning Multi-View Spatial Reasoning from Cross-View Relations
Suchae Jeong, Jaehwi Song, Haeone Lee, Hanna Kim, Jian Kim, Dongjun Lee, Dongkyu Shin, Changyeon Kim, Dongyoon Hahm, Woogyeol Jin, Juheon Choi, Kimin Lee
CVPR 2026
[C3] Learning to Generate Unit Test via Adversarial Reinforcement Learning
Dongjun Lee, Changho Hwang, Kimin Lee
ICLR 2026
[W1] Adversarial Iterative Unit Test Generation with Large Language Models
Dongjun Lee, Juyong Lee, Changho Hwang, Kimin Lee
ICLR 2026 Workshop on Agentic AI in the Wild
[C2] Learning to Contextualize Web Pages for Enhanced Decision Making by LLM Agents
Dongjun Lee*, Juyong Lee*, Kyuyoung Kim, Jihoon Tack, Jinwoo Shin, Yee Whye Teh, Kimin Lee
ICLR 2025
[P2] Collaborative LLM Inference via Planning for Efficient Reasoning
Byeongchan Lee, Jonghoon Lee, Dongyoung Kim, Jaehyung Kim, Kyungjoon Park, Dongjun Lee, Jinwoo Shin
Arxiv Preprint
[P1] Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback
Yongjin Yang, Sinjae Kang, Juyong Lee, Dongjun Lee, Seyoung Yun, Kimin Lee
Arxiv Preprint
[C1] Read-only prompt optimization for Vision-Language Few-shot Learning
Dongjun Lee*, Seokwon Song*, Jihee Suh, Junmyeong Choi, Sanghyeok Lee, Hyunwoo J.Kim
ICCV 2023
[C4] Learning Multi-View Spatial Reasoning from Cross-View Relations
Suchae Jeong, Jaehwi Song, Haeone Lee, Hanna Kim, Jian Kim, Dongjun Lee, Dongkyu Shin, Changyeon Kim, Dongyoon Hahm, Woogyeol Jin, Juheon Choi, Kimin Lee
CVPR 2026
[C3] Learning to Generate Unit Test via Adversarial Reinforcement Learning
Dongjun Lee, Changho Hwang, Kimin Lee
ICLR 2026
[W1] Adversarial Iterative Unit Test Generation with Large Language Models
Dongjun Lee, Juyong Lee, Changho Hwang, Kimin Lee
ICLR 2026 Workshop on Agentic AI in the Wild
[C2] Learning to Contextualize Web Pages for Enhanced Decision Making by LLM Agents
Dongjun Lee*, Juyong Lee*, Kyuyoung Kim, Jihoon Tack, Jinwoo Shin, Yee Whye Teh, Kimin Lee
ICLR 2025
[P2] Collaborative LLM Inference via Planning for Efficient Reasoning
Byeongchan Lee, Jonghoon Lee, Dongyoung Kim, Jaehyung Kim, Kyungjoon Park, Dongjun Lee, Jinwoo Shin
Arxiv Preprint
[P1] Automated Skill Discovery for Language Agents through Exploration and Iterative Feedback
Yongjin Yang, Sinjae Kang, Juyong Lee, Dongjun Lee, Seyoung Yun, Kimin Lee
Arxiv Preprint
[C1] Read-only prompt optimization for Vision-Language Few-shot Learning
Dongjun Lee*, Seokwon Song*, Jihee Suh, Junmyeong Choi, Sanghyeok Lee, Hyunwoo J.Kim
ICCV 2023
Education
Korea Advanced Institute of Science and Technology (KAIST)Mar. 2024 - Present
Ph.D. Student in Artificial Intelligence
Korea UniversityMar. 2018 - Feb. 2024
B.S. in Statistics
Experience
Microsoft ResearchMar. 2025 - Jun. 2025
Vancouver, Canada
Microsoft ResearchSep. 2024 - Feb. 2025
Beijing, China
NAVER CorpJun. 2023 - Aug. 2023
Jeongja, Korea
Academic Services
Conference Reviewer, ICLR 2025, ICLR 2026, CVPR 2026
Journal Reviewer, Pattern Recognition
Honors & Awards
Donggyo Talent Award, Surim FoundationDec. 2023
Ilju Academy and Culture Foundation Scholarship, Ilju FoundationDec. 2018 ~ Feb. 2024
Semester high honor, Korea University2018S, 2018F, 2019S, 2019F, 2022S, 2022F, 2023S