| 2026 | WACV | HiMix : Hierarchical Visual-Textual Mixing Network for Lesion Segmentation. | Soojin Hwang, Jaeyoon Sim, Won Hwa Kim |
| 2025 | MICCAI | Spectral Graph Autoregressive Modeling for Conditional Brain Network Augmentation. | Hayoung Ahn, Seungjoo Lee, Jaeyoon Sim, Yechan Hwang, Hyuna Cho, Guorong Wu, Won Hwa Kim |
| 2025 | MICCAI | MNM: Multi-level Neuroimaging Meta-analysis with Hyperbolic Brain-Text Representations. | Seunghun Baek, Jaejin Lee, Jaeyoon Sim, Minjae Jeong, Won Hwa Kim |
| 2025 | MICCAI | REMix: Refinement-Enhanced Visual-Textual Mixing for Lesion Segmentation. | Soojin Hwang, Jaeyoon Sim, Won Hwa Kim |
| 2024 | AAAI | Learning to Approximate Adaptive Kernel Convolution on Graphs. | Jaeyoon Sim, Sooyeon Jeon, Injun Choi, Guorong Wu, Won Hwa Kim |
| 2024 | ICML | Neurodegenerative Brain Network Classification via Adaptive Diffusion with Temporal Regularization. | Hyuna Cho, Jaeyoon Sim, Guorong Wu, Won Hwa Kim |
| 2024 | MICCAI | OCL: Ordinal Contrastive Learning for Imputating Features with Progressive Labels. | Seunghun Baek, Jaeyoon Sim, Guorong Wu, Won Hwa Kim |
| 2024 | MICCAI | Multi-modal Graph Neural Network with Transformer-Guided Adaptive Diffusion for Preclinical Alzheimer Classification. | Jaeyoon Sim, Minjae Lee, Guorong Wu, Won Hwa Kim |