| 2026 | AAAI | BIQ: Bisection Interval Quantization for Communication-efficient Federated Learning. | Luyang Gai, Shusen Yang, Xuebin Ren, Zihao Zhou |
| 2026 | ICDE | Fine-Grained Manipulation Attacks to Local Differential Privacy Protocols for Range Query. | Xinyu Li, Wenda Chen, Xuebin Ren |
| 2025 | ICCV | Differentially Private Fine-Tuning of Diffusion Models. | Yu-Lin Tsai, Yizhe Li, Chia-Mu Yu, Xuebin Ren, Po-Yu Chen, Zekai Chen, Francois Buet-Golfouse |
| 2024 | INFOCOM | EdgeTimer: Adaptive Multi-Timescale Scheduling in Mobile Edge Computing with Deep Reinforcement Learning. | Yijun Hao, Shusen Yang, Fang Li, Yifan Zhang, Shibo Wang, Xuebin Ren |
| 2024 | KDD | VertiMRF: Differentially Private Vertical Federated Data Synthesis. | Fangyuan Zhao, Zitao Li, Xuebin Ren, Bolin Ding, Shusen Yang, Yaliang Li |
| 2023 | ICCV | Exploring the Benefits of Visual Prompting in Differential Privacy. | Yizhe Li, Yu-Lin Tsai, Chia-Mu Yu, Pin-Yu Chen, Xuebin Ren |
| 2022 | SIGMOD | LDP-IDS: Local Differential Privacy for Infinite Data Streams. | Xuebin Ren, Liang Shi, Weiren Yu, Shusen Yang, Cong Zhao, Zongben Xu |
| 2019 | CIKM | Privacy-preserving Crowd-guided AI Decision-making in Ethical Dilemmas. | Teng Wang, Jun Zhao, Han Yu, Jinyan Liu, Xinyu Yang, Xuebin Ren, Shuyu Shi |
| 2019 | IJCAI | On Privacy Protection of Latent Dirichlet Allocation Model Training. | Fangyuan Zhao, Xuebin Ren, Shusen Yang, Xinyu Yang |
| 2019 | IPCCC | Adaptive Differentially Private Data Stream Publishing in Spatio-temporal Monitoring of IoT. | Teng Wang, Xinyu Yang, Xuebin Ren, Jun Zhao, Kwok-Yan Lam |
| 2017 | GLOBECOM | Copula-Based Multi-Dimensional Crowdsourced Data Synthesis and Release with Local Privacy. | Xinyu Yang, Teng Wang, Xuebin Ren, Wei Yu |
| 2013 | ICCCN | On Scaling Perturbation Based Privacy-Preserving Schemes in Smart Metering Systems. | Xuebin Ren, Xinyu Yang, Jie Lin, Qingyu Yang, Wei Yu |