Dongjun Lee
Ph.D student
KAIST AI
dgjun32 [AT] kaist.ac.kr / mando0302 [AT] gmail.com
About
I am a Ph.D. student at KAIST, advised by Prof. Kimin Lee and Jinwoo Shin, and I am currently working as a research intern at Microsoft Research. My research goal is to develop AI agents capable of autonomously solving practical real-world tasks by using tools, handling open-ended problems, and adapting to new environments. To this end, To this end, I am currently focusing on (1) Agentic software development and computer use, (2) Scalable synthesis of data and tasks for agent training, and (3) Defining benchmarks for evaluating AI's real-world utility.
Publications
[P1] Adversarial Iterative Unit Test Generation with Large Language Models
Dongjun Lee, Juyong Lee, Changho Hwang, Kimin Lee
Under Review
[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
International Conference on Learning Representations (ICLR), 2025
[C1] Read-only prompt optimization for Vision-Language Few-shot Learning
Dongjun Lee*, Seokwon Song*, Jihee Suh, Junmyeong Choi, Sanghyeok Lee, Hyunwoo J.Kim
International Conference on Computer Vision (ICCV), 2023
[P1] Adversarial Iterative Unit Test Generation with Large Language Models
Dongjun Lee, Juyong Lee, Changho Hwang, Kimin Lee
Under Review
[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
International Conference on Learning Representations (ICLR), 2025
[C1] Read-only prompt optimization for Vision-Language Few-shot Learning
Dongjun Lee*, Seokwon Song*, Jihee Suh, Junmyeong Choi, Sanghyeok Lee, Hyunwoo J.Kim
International Conference on Computer Vision (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 - Ongoing
Vancouver, Canada
Microsoft ResearchSep. 2024 - Mar. 2025
Beijing, China
NAVER CorpJun. 2023 - Aug. 2023
Jeongja, Korea
Academic Services
Conference Reviewer, ICLR 2025
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