| 2026 | AAAI | Towards Zero-Shot Diabetic Retinopathy Grading: Learning Generalized Knowledge via Prompt-Driven Matching and Emulating. | Huan Wang, Haoran Li, Yuxin Lin, Huaming Chen, Jun Yan, Lijuan Wang, Jiahua Shi, Qihao Xu, Yongting Hu, Yong Xu, Jun Shen |
| 2025 | AAAI | Vox-UDA: Voxel-wise Unsupervised Domain Adaptation for Cryo-Electron Subtomogram Segmentation with Denoised Pseudo-Labeling. | Haoran Li, Xingjian Li, Jiahua Shi, Huaming Chen, Bo Du, Daisuke Kihara, Johan Barthlemy, Jun Shen, Min Xu |
| 2025 | ICCV | FedDifRC: Unlocking the Potential of Text-to-Image Diffusion Models in Heterogeneous Federated Learning. | Huan Wang, Haoran Li, Huaming Chen, Jun Yan, Jiahua Shi, Jun Shen |
| 2025 | ICWS | FedSKC: Federated Learning with Non-IID Data via Structural Knowledge Collaboration. | Huan Wang, Haoran Li, Huaming Chen, Jun Yan, Lijuan Wang, Jiahua Shi, Shiping Chen, Jun Shen |
| 2025 | KDD | FedSC: Federated Learning with Semantic-Aware Collaboration. | Huan Wang, Haoran Li, Huaming Chen, Jun Yan, Jiahua Shi, Jun Shen |