2025 2025 Critical Influence of Overparameterization on Sharpness-aware Minimization Sungbin Shin*, Dongyeop Lee*, Maksym Andriushchenko, Namhoon Lee UAI, 2025; ICML Workshop on High-dimensional Learning Dynamics, 2023 Best paper award at JKAIA 2023 arXiv Code Thread 2024 2024 Rethinking Pruning Large Language Models: Benefits and Pitfalls of Reconstruction Error Minimization Sungbin Shin, Wonpyo Park, Jaeho Lee, Namhoon Lee EMNLP, 2024 arXiv Code Poster Thread 2023 2023 Semi-supervised Concept Bottleneck Models Jeeon Bae, Sungbin Shin, Namhoon Lee ICML Workshop on Artificial Intelligence and Human-Computer Interaction, 2023 PDF Poster A Closer Look at the Intervention Procedure of Concept Bottleneck Models Sungbin Shin, Yohan Jo, Sungsoo Ahn, Namhoon Lee ICML, 2023; NeurIPS Workshop on TSRML, 2022 arXiv Code Poster Thread