| 2026 | AAAI | Poisoned Distillation: Injecting Backdoors into Distilled Datasets Without Raw Data Access. | Ziyuan Yang, Ming Yan, Yi Zhang, Joey Tianyi Zhou |
| 2026 | ACL | Among Us: Measuring and Mitigating Malicious Contributions in Model Collaboration Systems. | Ziyuan Yang, Wenxuan Ding, Shangbin Feng, Yulia Tsvetkov |
| 2025 | CVPR | Patient-Level Anatomy Meets Scanning-Level Physics: Personalized Federated Low-Dose CT Denoising Empowered by Large Language Model. | Ziyuan Yang, Yingyu Chen, Zhiwen Wang, Hongming Shan, Yang Chen, Yi Zhang |
| 2025 | ICASSP | Modality Modulation and Dual Consistency for Multi-Modality Semi-Supervised Medical Image Segmentation. | Yingyu Chen, Ziyuan Yang, Deng Xiong, Yi Zhang |
| 2025 | ICASSP | Plaintext-Free Deep Learning for Privacy-Preserving Medical Image Analysis through Frequency Information Embedding. | Mengyu Sun, Ziyuan Yang, Maosong Ran, Zhiwen Wang, Hui Yu, Yi Zhang |
| 2025 | WWW | FedRIR: Rethinking Information Representation in Federated Learning. | Yongqiang Huang, Zerui Shao, Ziyuan Yang, Zexin Lu, Yi Zhang |
| 2024 | ICASSP | Scale-Aware Competition Network for Palmprint Recognition. | Chengrui Gao, Ziyuan Yang, Min Zhu, Andrew Beng Jin Teoh |
| 2024 | IJCNN | Comprehensive Criterion-Guided Variable Memory Bank for Semi-Supervised Object Detection. | Yaokun Yang, Ziyuan Yang, Peng Wang, Yi Zhang |
| 2024 | MICCAI | Inject Backdoor in Measured Data to Jeopardize Full-Stack Medical Image Analysis System. | Ziyuan Yang, Yingyu Chen, Mengyu Sun, Yi Zhang |
| 2023 | ISCC | A Robust Prototype-Free Retrieval Method for Automatic Check-Out. | Huijie Huangfu, Ziyuan Yang, Maosong Ran, Weihua Zhang, Jingfeng Lu, Yi Zhang |
| 2023 | MICCAI | PET Image Denoising with Score-Based Diffusion Probabilistic Models. | Chenyu Shen, Ziyuan Yang, Yi Zhang |
| 2022 | MICCAI | A Transformer-Based Iterative Reconstruction Model for Sparse-View CT Reconstruction. | Wenjun Xia, Ziyuan Yang, Qizheng Zhou, Zexin Lu, Zhongxian Wang, Yi Zhang |