Dongjun Lee

About

I am a Ph.D. student at Korea Advanced Institute of Science and Technology (KAIST), advised by Prof. Kimin Lee and Jinwoo Shin. I received a B.S. degree in Statistics at Korea University. My long-term research goal is to develop Scientist-like AI, an AI agent system that, like a human scientist, can propose interesting hypotheses based on existing knowledge, conduct experiments, and archive new knowledge. To this end, I am currently focusing on (1) AI-driven software development and computer use, (2) problem of how AI can extrapolate based on existing knowledge, and (3) safety issues that might arise as AI surpasses human intelligence.

Publications

Selected
All

[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

Arxiv Code

[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

Arxiv Code

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

Research InternSep. 2024 - Mar. 2025

Microsoft Research Asia

Research InternJun. 2023 - Aug. 2023

NAVER Corp

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