| 2025 | CSCWD | PDP-FD: Federated Knowledge Distillation Based on Personalized Differential Privacy. | Yushuang Xiao, Xu Wang, Juanjuan Wang, Xuebin Ma, Xinwen Zhang, Xiaoyan Zhang, Xiangyu Bai |
| 2025 | CSCWD | DPTB-VFL: An Efficient Vertical Federated Learning Framework Based on Boosting Trees and Adaptive Differential Privacy. | Xinwen Zhang, Xuebin Ma, Xiaoying Yang, Xiaoyan Zhang, Yushuang Xiao, Xiangyu Bai |
| 2025 | CSCWD | An Efficient Federated Learning with Correlation-Based Pruning: Improving Accuracy under Layer-Wise Differential Privacy. | Xiaoyan Zhang, Xuebin Ma, Xiaoying Yang, Xinwen Zhang, Yushuang Xiao, Xiangyu Bai |
| 2024 | IWQoS | AdaDP-CFL: Cluster Federated Learning with Adaptive Clipping Threshold Differential Privacy. | Tao Yang, Xuebin Ma |
| 2023 | COMPSAC | Improved Bayesian network differential privacy data-releasing method based on junction tree. | Xuebin Ma, Xuejian Qi, Yulei Meng, Tao Yang |
| 2023 | COMPSAC | RL-KDA: A K-degree Anonymity Algorithm Based on Reinforcement Learning. | Xuebin Ma, Nan Xiang, Yulan Gao |
| 2023 | TrustCom | Differential Privacy Frequent Closed Itemset Mining over Data Stream. | Xuebin Ma, Shengyi Guan, Yanan Lang |
| 2022 | ISCC | TKDA: An Improved Method for K-degree Anonymity in Social Graphs. | Nan Xiang, Xuebin Ma |
| 2021 | TrustCom | Improving the Effect of Frequent Itemset Mining with Hadamard Response under Local Differential Privacy. | Xuebin Ma, Haijiang Liu, Shengyi Guan |
| 2021 | TrustCom | DP-gSpan: A Pattern Growth-based Differentially Private Frequent Subgraph Mining Algorithm. | Jiangna Xing, Xuebin Ma |
| 2020 | TrustCom | DP-Eclat: A Vertical Frequent Itemset Mining Algorithm Based on Differential Privacy. | Shengyi Guan, Xuebin Ma, Wuyungerile Li, Xiangyu Bai |
| 2020 | TrustCom | Differential privacy preserving data publishing based on Bayesian network. | Xuejian Qi, Xuebin Ma, Xiangyu Bai, Wuyungerile Li |
| 2020 | TrustCom | Differential Privacy Images Protection Based on Generative Adversarial Network. | Ren Yang, Xuebin Ma, Xiangyu Bai, Xiangdong Su |
| 2020 | SecureComm | Differentially Private Social Graph Publishing for Community Detection. | Xuebin Ma, Jingyu Yang, Shengyi Guan |
| 2019 | COMPSAC | Dynamic Data Publishing with Differential Privacy via Reinforcement Learning. | Ruichao Gao, Xuebin Ma |
| 2018 | ISPA | Dynamic Data Histogram Publishing Based on Differential Privacy. | Ruichao Gao, Xuebin Ma |
| 2018 | ISPA | Bayesian Networks-Based Data Publishing Method Using Smooth Sensitivity. | Mingzhu Li, Xuebin Ma |
| 2015 | ICPADS | Dynamic Web Service Composition Based on State Space Searching. | Yu Lei, Jiantao Zhou, Yongqiang Gao, Liu Jing, Xuebin Ma |
| 2009 | Interspeech | Structural analysis of dialects, sub-dialects and sub-sub-dialects of Chinese. | Xuebin Ma, Akira Nemoto, Nobuaki Minematsu, Yu Qiao, Keikichi Hirose |