Minsun Lee
M.S. Student
Korea University
minsun3054 [at] korea.ac.kr
minsun3054 [at] gmail.com
About
I am an M.S. student at the Trustworthy AI Lab,
advised by Prof. Jongheon Jeong at Korea University.
My research interests lie in AI safety and security for scalable representations, including self-supervised learning and robust fine-tuning.
More broadly, I hope to contribute to AI systems that remain safe, secure, and trustworthy in practical real-world settings.
Publications
(*: Equal contribution, C: Conferences, J: Journal, W: Workshop, P: Preprint).
[P1] Robust Finetuning from Generative Representations via Nuisance extended Information Bottleneck
Minsun Lee, Gwangyeol Yu, Yunhun Nam, Jinwoo Shin, Jongheon Jeong
Under Review
[Poster] Pipe Production Process Schedule Optimization: Using EDA Method & Data Prediction
Bonggi Jeong, Gyewan Kim, Yongmin Kim, Youngrok Park, Minsun Lee, Heesu Jeong, Yoonsuk Hyun
KSIAM (Korean Society for Industrial and Applied Mathematics), 2024 Fall.
[Poster] LPI: Locational Persistent Image — Wafer Defect Pattern Recognition based on Topological Data Analysis
Miyoung Kim, Gyewan Kim, Sanghyun Park, Heesu Jeong, Minsun Lee, Seungchan Ko
KSIAM (Korean Society for Industrial and Applied Mathematics), 2023 Fall.
Education
M.S. Student in Artificial Intelligence
B.S in Mathematics & Statistics (double major)
Experience
Participant, 3rd Cohort
Research Intern
Brain Science Institute (BSI)
Advisor: Dr. Changhyuk Lee
Undergraduate Researcher
Scientific computing and machine learning research
Advisor: Prof. Yoonsuk Hyun and Prof. Seungchan Ko
Awards & Honors
Top Excellence Award in the Generative AI Track (2/295 teams; President's Award from the National Information Society Agency)
Popularity Award (Poster Presentation)
Encouragement Award
Excellence Award for Best Internship Report
President's Award from ETRI
Building Transformer-Based Natural Language Processing Applications