FBA-Net: Foreground and Background Aware Contrastive Learning for Semi-Supervised Atrium Segmentation. - Yunsung Chung; Chanho Lim; Chao Huang; Nassir Marrouche; Jihun Hamm (MILLanD@MICCAI, 2023)

Bridging the Gap: Synthetic Data Augmentation through Inversion and Distribution Matching for Few-shot Learning. - Yunsung Chung; Janet Wang; Jihun Hamm (AIMLSystems, 2024)

From Majority to Minority: A Diffusion-Based Augmentation for Underrepresented Groups in Skin Lesion Analysis. - Janet Wang; Yunsung Chung; Zhengming Ding; Jihun Hamm (ISIC/iMIMIC/EARTH/DeCaF@MICCAI, 2024)

SoK: Can Synthetic Images Replace Real Data? A Survey of Utility and Privacy of Synthetic Image Generation. - Yunsung Chung; Yunbei Zhang; Nassir Marrouche; Jihun Hamm (CoRR, 2025)