| 2026 | AAAI | Robust-R1: Degradation-Aware Reasoning for Robust Visual Understanding. | Jiaqi Tang, Jianmin Chen, Wei Wei, Xiaogang Xu, Runtao Liu, Xiangyu Wu, Qipeng Xie, Jiafei Wu, Lei Zhang, Qifeng Chen |
| 2026 | AAAI | Class Incremental Medical Image Segmentation via Prototype-Guided Calibration and Dual-Aligned Distillation. | Shengqian Zhu, Chengrong Yu, Qiang Wang, Ying Song, Guangjun Li, Jiafei Wu, Xiaogang Xu, Zhang Yi, Junjie Hu |
| 2026 | ACL | Beyond Prompt Engineering: A Systematic Analysis of Prompt Lexical Sensitivity and Its Impacts on Quality. | Qipeng Xie, Zi Liang, Jiafei Wu, Yufei Chen, Weizheng Wang, Wenao Ma, Zhong Ming, Haiqin Yang, Kaishun Wu |
| 2025 | AAAI | UCF-Crime-DVS: A Novel Event-Based Dataset for Video Anomaly Detection with Spiking Neural Networks. | Yuanbin Qian, Shuhan Ye, Chong Wang, Xiaojie Cai, Jiangbo Qian, Jiafei Wu |
| 2025 | AAAI | DR-Encoder: Encode Low-rank Gradients with Random Prior for Large Language Models Differentially Privately. | Huiwen Wu, Deyi Zhang, Xiaohan Li, Xiaogang Xu, Jiafei Wu, Zhe Liu |
| 2025 | AAAI | Differential Private Stochastic Optimization with Heavy-tailed Data: Towards Optimal Rates. | Puning Zhao, Jiafei Wu, Zhe Liu, Chong Wang, Rongfei Fan, Qingming Li |
| 2025 | ACISP | Comparing and Improving Frequency Estimation Perturbation Mechanisms Under Local Differential Privacy. | She Sun, Jiafei Wu, Jian Yang, Li Zhou, Huiwen Wu |
| 2025 | ECAI | CG-FedLLM: How to Compress Gradients in Federated Fine-Tuning for Large Language Models. | Huiwen Wu, Xiaogang Xu, Deyi Zhang, Xiaohan Li, Jiafei Wu, Zhe Liu |
| 2025 | ICASSP | An Optimized GPU-based Acceleration of CRYSTALS-Dilithium. | Zhao Chen, Weimin He, Jiafei Wu, Jingjie Liu, Boqin Xu, Xiaoning Bian, Zhe Liu |
| 2025 | ICCV | Learnable Feature Patches and Vectors for Boosting Low-Light Image Enhancement Without External Knowledge. | Xiaogang Xu, Jiafei Wu, Qingsen Yan, Jiequan Cui, Richang Hong, Bei Yu |
| 2025 | ICLR | Enhancing Learning with Label Differential Privacy by Vector Approximation. | Puning Zhao, Jiafei Wu, Zhe Liu, Li Shen, Zhikun Zhang, Rongfei Fan, Le Sun, Qingming Li |
| 2025 | IJCAI | Low-Light Video Enhancement via Spatial-Temporal Consistent Decomposition. | Xiaogang Xu, Kun Zhou, Tao Hu, Jiafei Wu, Ruixing Wang, Hao Peng, Bei Yu |
| 2025 | IJCAI | HARMONY: A Privacy-preserving and Sensor-agnostic Tele-monitoring system. | Qipeng Xie, Hao Guo, Weizheng Wang, Yongzhi Huang, Linshan Jiang, Jiafei Wu, Shuxin Zhong, Lu Wang, Kaishun Wu |
| 2025 | ProvSec | Privacy-Preserving LLM Agent for Multi-modal Health Monitoring. | Qipeng Xie, Jiafei Wu, Weiyu Wang, Zhuotao Lian, Mu Yuan, Xian Shuai, Weizheng Wang, Yuan Haoyi, Haibo Hu, Kaishun Wu |
| 2025 | SP | An Attack-Agnostic Defense Framework Against Manipulation Attacks Under Local Differential Privacy. | Puning Zhao, Zhikun Zhang, Jiawei Dong, Jiafei Wu, Zhe Liu, Shaowei Wang, Yunjun Gao |
| 2024 | APWEB | Robust Federated Learning with Realistic Corruption. | Puning Zhao, Jiafei Wu, Zhe Liu |
| 2024 | ECCV | Gradient-Aware for Class-Imbalanced Semi-supervised Medical Image Segmentation. | Wenbo Qi, Jiafei Wu, Shing-Chow Chan |
| 2024 | ISPEC | Efficient Large-Scale Multi-party Computation Based on Garbled Circuit. | Zhusen Liu, Jiafei Wu, Zhe Liu |
| 2023 | ICASSP | Enlightening the Student in Knowledge Distillation. | Yujie Zheng, Chong Wang, Yi Chen, Jiangbo Qian, Jun Wang, Jiafei Wu |
| 2022 | ICASSP | Balanced Stripe-Wise Pruning In The Filter. | Zheng Huo, Chong Wang, Weiwei Chen, Yuqi Li, Jun Wang, Jiafei Wu |
| 2022 | ICASSP | Novel Instance Mining with Pseudo-Margin Evaluation for Few-Shot Object Detection. | Weijie Liu, Chong Wang, Shenghao Yu, Chenchen Tao, Jun Wang, Jiafei Wu |