Chaewon Moon
Master student at KAIST
KAIST AI
chaewon.moon [AT] kaist.ac.kr
About
I am a Master student at KAIST AI, advised by Prof. Chulhee Yun. Previously, I completed my B.S. in Industrial Engineering and Mathematical Sciences at Seoul National University. My research interests are centered on deep learning theory and optimization, with a focus on bridging the gap between theory and practice.
Publications
Minor First, Major Last: A Depth-Induced Implicit Bias of Sharpness-Aware Minimization
Chaewon Moon, Dongkuk Si, Chulhee Yun
Manuscript, 2025
Deep Model-Based Optimization of Jamming Effectiveness under Aircraft AESA Radar Operational Environments
Hanseul Cho, Baekrok Shin, Chaewon Moon, Sang-Geun Hong, U-Ju Byeon, Jin-Yong Sung, Chulhee Yun
J-KICS
The Cost of Robustness: Tighter Bounds on Parameter Complexity for Robust Memorization in ReLU Nets
Yujun Kim*, Chaewon Moon*, Chulhee Yun
NeurIPS 2025
ICML 2025 Workshop on High-dimensional Learning Dynamics (HiLD)
KAIA Outstanding Paper Award at KAIA Summer Conference 2025 (CKAIA 2025)
Minor First, Major Last: A Depth-Induced Implicit Bias of Sharpness-Aware Minimization
Chaewon Moon, Dongkuk Si, Chulhee Yun
Manuscript, 2025
Deep Model-Based Optimization of Jamming Effectiveness under Aircraft AESA Radar Operational Environments
Hanseul Cho, Baekrok Shin, Chaewon Moon, Sang-Geun Hong, U-Ju Byeon, Jin-Yong Sung, Chulhee Yun
J-KICS
The Cost of Robustness: Tighter Bounds on Parameter Complexity for Robust Memorization in ReLU Nets
Yujun Kim*, Chaewon Moon*, Chulhee Yun
NeurIPS 2025
Education
Korea Advanced Institute of Science and Technology (KAIST)
M.S. in Artificial IntelligenceSep. 2024 - Present
Seoul National University (SNU)
B.S. in Industrial Engineering and Mathematical Sciences Mar. 2019 - Feb. 2024
Experience
Optimization & Machine Learning Laboratory, KAIST AIOct. 2023 - Aug. 2024
Research Intern, advised by Prof. Chulhee Yun
GERAD, Polytechnique MontrealFeb. 2022 - Jul. 2022
Research Intern, advised by Prof. Brunilde Sansò
Big Data AI Center, Seoul National UniversityJun. 2021 - Aug. 2021
Research Intern, advised by Prof. Sungzoon Cho