Publications

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DBLP

Journal Papers

• X. Wang, Y. Wang, M. Yang, F. Li, X. Wu, L. Fan, and S. He. FedSiam-DA: Dual-aggregated Federated Learning via Siamese Network for non-IID Data. IEEE Transactions on Mobile Computing, 24(2): 985-998, 2025.
• X. Wang, H. Ishii, J. He, and P. Cheng. Dynamic Privacy-Aware Collaborative Schemes for Average Computation: A Multi-Time Reporting Case. IEEE Transactions on Information Forensics and Security, 2021, 16: 3843-3858.
• X. Wang, H. Ishii, L. Du, P. Cheng, and J. Chen. Privacy-preserving Distributed Machine Learning via Local Randomization and ADMM Perturbation. IEEE Transactions on Signal Processing, 68: 4226-4241, 2020.
• X. Wang, J. He, P. Cheng, and J. Chen. Privacy Preserving Collaborative Computing: Heterogeneous Privacy Guarantee and Efficient Incentive Mechanism. IEEE Transactions on Signal Processing, 67(1): 221-233, 2019.
• X. Wang, C. Fang, M. Yang, X. Wu, H. Zhang, and P. Cheng. Resilient Distributed Classification Learning against Label Flipping Attack: An ADMM-based Approach. IEEE Internet of Things Journal, 10(17): 15617-15631, 2023.
• X. Wang, H. Zhang, M. Yang, X. Wu, and P. Cheng. Privacy-preserving Collaborative Learning: A Scheme Providing Heterogeneous Protection, IEEE Internet of Things Journal, 11(2): 1840-1853, 2024.
• X. Wang, J. He, P. Cheng, and J. Chen. Differentially Private Maximum Consensus: Design, Analysis and Impossibility Result. IEEE Transactions on Network Science and Engineering, 6(4): 928-939, 2019.
• H. Zhang, Y. Gao, X. Wang*, Y. He, M. Yang, X. Wu, C. Yang, and X. Cao. UAV Swarm Path Planning for Sensor Data Collection via Double Pre-Partitioned Deep Q-Network, IEEE Sensors Journal, 2025, doi: 10.1109/JSEN.2025.3555602.
• M. Yang, H. Feng, X. Wang*, J. Huo, X. Jiao, H. Zhang. Survey of Data Factor Market: Value, Pricing, and Trading (in Chinese), Chinese Journal of Network and Information Security, 2024, 10(3): 1-19.
• M. Yang, H. Feng, X. Wang*, X Wu, Y Wang, and C Ren. Data pricing with privacy loss compensation for cyber-physical systems: A Stackelberg game based approach. Internet Technology Letters, e443, 2023.
• H. Zhang, J. Sun, X. Wang, and C. Gong. Achieving Physical Layer Security Against Location Unknown Eavesdroppers via Friendly Jammer. IEEE/CAA Journal of Automatica Sinica, 10 (10): 2038-2040, 2023.
• X. Wang, S. Zhao, X. Wang, M. Yang, and X. Wu. Data-Driven Control for Dynamic Quantized Nonlinear Systems with State Constraints Based on Barrier Functions. Information Sciences, 646: 119132, 2023.
• X. Wang, S. Zhao, M. Yang, X. Wang, and X. Wu. Neural Network-based State Estimation for Nonlinear Systems With Denial-of-Service Attack Under Try-Once-Discard Protocol. IEEE/CAA Journal of Automatica Sinica, 11 (10): 2182-2184, 2024.
• Y. Wang, W. Wang, X. Wang, H. Zhang, X. Wu, and M. Yang. FedTweet: Two-fold Knowledge Distillation for non-IID Federated Learning. Computers and Electrical Engineering, 114: 109067, 2024.
• C. Mu, X. Wang, M. Yang, H. Zhang, Z. Chen, and X. Wu. Hardcoded Vulnerability Detection Approach for IoT Device Firmware (in Chinese), Chinese Journal of Network and Information Security, 8(5): 98-110, 2022.
• J. Sun, H. Zhang, X. Wang, M. Yang, J. Zhang, H. Li, and C. Gong. Leveraging UAV-RIS Reflects to Improve the Security Performance of Wireless Network Systems. IEEE Networking Letters, 5(2): 81-85, 2023.
• Z. Liu, X. Deng, P. Jiang, C. Lv, G. Min, and X. Wang. Edge Perception Camouflaged Object Detection Under Frequency Domain Reconstruction. IEEE Transactions on Circuits and Systems for Video Technology, 34(10): 10194-10207, 2024.
• J. Zhu, Z. Zhang, K. Shao, B. Wang, Z. Hetu, and X. Wang. FDTA: A Value-Guaranteed Fair Data Trading Approach With A Three-Stage Stackelberg Game. IEEE Internet of Things Journal, 12(8): 9965-9977, 2025.

Coference Papers

• X. Wang, H. Ishii, L. Du, P. Cheng, and J. Chen. Differential Privacy Preserving Distributed Machine Learning. In 58th IEEE Conference on Decision and Control, Nice, France, Dec. 11-13, 2019.
• X. Wang, J. He, P. Cheng, and J. Chen. Privacy-Preserving Average Consensus with Different Privacy Guarantee. In American Control Conference 2018, Milwaukee, WI, USA, Jun. 26-28, 2018.
• X. Wang, H. Ishii, J. He, and P. Cheng. Dynamic Privacy-preserving Collaborative Schemes for Average Computation. In IFAC World Congress (Virtual Congress), Berlin, Germany, Jul. 11-17, 2020.
• X. Wang, J. He, P. Cheng, and J. Chen. Differentially Private Maximum Consensus. In IFAC World Congress, Toulouse, France, Jul. 9-14, 2017.
• Y. Sun, X. Wang*, Z. Zhang, M. Yang, Y. He, and X. Wu. Poisoning Attack on Federated Learning with Non-IID Data: A Historical-Global-Model-Based Approach. In 20th EAI International Conference on Security and Privacy in Communication Networks (SecureComm), Dubai, United Arab Emirates, Oct. 28-30, 2024.
• M. Yang, C. Li, Y. He, X. Wang*, and X. Wu. DNPS: A Robust Aggregation Method for Heterogeneous Distributed Learning Based on Gradient Direction and Norm Probability Screening. In 28th International Conference on Computer Supported Cooperative Work in Design (CSCWD), Compiègne, France, May 5-7, 2025.
• M. Yang, H. Feng, X. Wang*, X. Jiao, X. Wu, and S. Qin. Fair Incentive Allocation for Secure Data Sharing in Blockchain Systems: A Shapley Value Based Mechanism. In 3rd International Conference on Autonomous Unmanned Systems (ICAUS), Nanjing, China, Sep. 8-11, 2023.
• Z. Zhu, Y. Huang, X. Wang, and J. Xu. PrivSGP-VR: Differentially Private Variance-Reduced Stochastic Gradient Push with Tight Utility Bounds. In 33rd International Joint Conference on Artificial Intelligence (IJCAI), Jeju, Korea, Aug. 3-9, 2024.
• D. Li, X. Wang, Y. Wang, M. Yang, and X. Wu. FedDue: Optimizing Personalized Federated Learning through Dynamic Update Classifier. In 18th International Conference on Wireless Artificial Intelligent Computing Systems and Applications (WASA), Qingdao, China, Jun. 21-23, 2024.
• C. Mu, X. Wang, M. Yang, H. Zhang, Z. Chen, and X. Wu. Vulnerability Analysis for IoT Devices of Multi-agent Systems: A Cryptographic Function Identification Approach. In 5th Chinese Conference on Swarm Intelligence and Cooperative Control (CCSICC), Shenzhen, China, Nov. 19-21, 2021. (Best Poster Paper Award)
• Y. Gao, H. Zhang, X. Wang, Z. Sun. C. Yang. L. Mo, M. Yang, and X. Wu. Data Collection Scheme for UAV in Industrial Environments with Limited Communication. In 4th International Conference on Autonomous Unmanned Systems (ICAUS), Shenyang, China, Sep. 19-21, 2024. (Best Paper Award)