| 2025 | MICCAI | SMF-Net: Unlocking Multimodal Insights for Enhanced Stroke Lesion Segmentation. | Meklit Mesfin Atlaw, Geng Chen, Haotian Jiang, Xuyun Wen, Hengfei Cui, Yong Xia |
| 2025 | MICCAI | Personalized Federated Side-Tuning for Medical Image Classification. | Jiayi Chen, Benteng Ma, Yongsheng Pan, Bin Pu, Hengfei Cui, Yong Xia |
| 2025 | MICCAI | CAUDA-MI: Cross Attention-Guided Unsupervised Domain Adaptation with Mutual Information for Cardiac MRI Segmentation. | Dianrong Du, Hengfei Cui, Jiatong Li, Fan Zheng, Yong Xia |
| 2024 | CVPR | Think Twice Before Selection: Federated Evidential Active Learning for Medical Image Analysis with Domain Shifts. | Jiayi Chen, Benteng Ma, Hengfei Cui, Yong Xia |
| 2024 | MICCAI | FedEvi: Improving Federated Medical Image Segmentation via Evidential Weight Aggregation. | Jiayi Chen, Benteng Ma, Hengfei Cui, Yong Xia |
| 2023 | MICCAI | Treasure in Distribution: A Domain Randomization Based Multi-source Domain Generalization for 2D Medical Image Segmentation. | Ziyang Chen, Yongsheng Pan, Yiwen Ye, Hengfei Cui, Yong Xia |
| 2022 | MICCAI | Deep U-Net Architecture with Curriculum Learning for Left Atrial Segmentation. | Lei Jiang, Yan Li, Yifan Wang, Hengfei Cui, Yong Xia, Yanning Zhang |
| 2021 | ICIG | Dual Attention Guided R2 U-Net Architecture for Right Ventricle Segmentation in MRI Images. | Lei Jiang, Hengfei Cui, Chang Yuwen, Yanning Zhang |