| 2026 | ACL | PRIME: Ultra-Low-Rank Principal-Residual Model Merging. | Seung-Ho Lee, Kyungsu Lee, Bazarvaani Zuchi, Jeongmin Ahn, Insuk Seo, Donghyeon Jeon, Inho Kang, Seung-Hoon Na |
| 2026 | CHI | Human-Centered Personalization in Radiology AI: Evaluating Trust, Usability, and Cross-Hospital Robustness. | Seo-Yeon Choi, Kyungsu Lee |
| 2025 | ICCV | Patient-Centric Statistical Multi-Modal Fusion for Medical Diagnosis: Integrating DICOM, Radiomics, and Patient Attributes. | Seo-Yeon Choi, Kyungsu Lee |
| 2025 | ICLR | Connectome Mapping: Shape-Memory Network via Interpretation of Contextual Semantic Information. | Kyungsu Lee, Haeyun Lee, Jae Youn Hwang |
| 2023 | AISTATS | USIM Gate: UpSampling Module for Segmenting Precise Boundaries concerning Entropy. | Kyungsu Lee, Haeyun Lee, Jae Youn Hwang |
| 2023 | MICCAI | Fine-Tuning Network in Federated Learning for Personalized Skin Diagnosis. | Kyungsu Lee, Haeyun Lee, Thiago Coutinho Cavalcanti, Sewoong Kim, Georges El Fakhri, Dong Hun Lee, Jonghye Woo, Jae Youn Hwang |
| 2023 | MICCAI | Outlier Robust Disease Classification via Stochastic Confidence Network. | Kyungsu Lee, Haeyun Lee, Georges El Fakhri, Jorge Sepulcre, Xiaofeng Liu, Fangxu Xing, Jae Youn Hwang, Jonghye Woo |
| 2023 | MICCAI | Self-Supervised Domain Adaptive Segmentation of Breast Cancer via Test-Time Fine-Tuning. | Kyungsu Lee, Haeyun Lee, Georges El Fakhri, Jonghye Woo, Jae Youn Hwang |
| 2022 | ACCV | CSS-Net: Classification and Substitution for Segmentation of Rotator Cuff Tear. | Kyungsu Lee, Hah Min Lew, Moon Hwan Lee, Jun-Young Kim, Jae Youn Hwang |
| 2022 | MICCAI | USG-Net: Deep Learning-based Ultrasound Scanning-Guide for an Orthopedic Sonographer. | Kyungsu Lee, Jaeseung Yang, Moon Hwan Lee, Jin Ho Chang, Jun-Young Kim, Jae Youn Hwang |
| 2021 | ICCV | Self-Mutating Network for Domain Adaptive Segmentation of Aerial Images. | Kyungsu Lee, Haeyun Lee, Jae Youn Hwang |