北京航空航天大学网络空间安全学院副教授，本科及博士毕业于浙江大学，曾于2012-2016年间在美国亚利桑那州立大学担任研究助理，于2020-2023年间在阿里巴巴达摩院决策智能实验室担任高级算法工程师。主要研究方向包括空天地一体化网络、移动群智感知网络中的隐私安全保护、对抗博弈及网络资源优化。
M. Zhang, L. Yang, S. He, M. Li, J. Zhang, “Privacy-Preserving Data Aggregation for Mobile Crowdsensing with Externality: An Auction Approach”, IEEE/ACM Transactions on Networking, Vol.29, No.3, p1046-1059, June 2021.
M. Zhang, J. Chen, S. He, L. Yang, X. Gong, J. Zhang, “Privacy-Preserving Database Assisted Spectrum Access for Industrial Internet of Things: A Distributed Learning Approach”, IEEE Transactions on Industrial Electronics, Vol.67, No.8, p7094-7103, Aug. 2020.
M. Zhang, S. He, C. Yang, J. Chen, J. Zhang, “VANET-Assisted Interference Mitigation for Millimeter-Wave Automotive Radar Sensors”, IEEE Network, Vol.34, No.2, p238-245, Apr. 2020.
M. Zhang, J. Chen, L. Yang, J. Zhang, “Dynamic Pricing for Privacy-Preserving Mobile Crowdsensing: A Reinforcement Learning Approach”, IEEE Network, Vol.33, No.2, p160-165, Apr. 2019.
M. Zhang, L. Yang, X. Gong, S. He, J. Zhang, “Wireless Service Pricing Competition Under Network Effect, Congestion Effect, and Bounded Rationality”, IEEE Transactions on Vehicular Technology, Vol.67, No.8, p7497-7507, Aug. 2018.
X. Gong, X. Chen, K. Xing, D. Shin, M. Zhang, J. Zhang, “From Social Group Utility Maximization to Personalized Location Privacy in Mobile Networks”, IEEE/ACM Transactions on Networking, Vol.25, No.3, p1703-1716, June 2017.
M. Zhang, R. Han, J. Wang, L. Bai, “AoI-Aware Multiple Access for Unmanned Swarm Network: A Poisson Evolutionary Game Approach”, IEEE/CIC ICCC, 2024.
L. Yang, M. Zhang, S. He, J. Zhang, “Crowd-Empowered Privacy-Preserving Data Aggregation for Mobile Crowdsensing”, ACM MobiHoc, 2018.
M. Zhang, L. Yang, X. Gong, J. Zhang, “Impact of Network Effect and Congestion Effect on Price Competition among Wireless Service Providers”, IEEE CISS, 2016.
M. Zhang, L. Yang, X. Gong, J. Zhang, “Privacy-Preserving Crowdsensing: Privacy Valuation, Network Effect, and Profit Maximization”, IEEE GLOBECOM, 2016.
M. Zhang, L. Yang, D. Shin, X. Gong, J. Zhang, “Privacy-Preserving Database Assisted Spectrum Access: A Socially-Aware Distributed Learning Approach”, IEEE GLOBECOM, 2015.
X. Gong, X. Chen, K. Xing, M. Zhang, J. Zhang, “Personalized Location Privacy in Mobile Networks: A Social Group Utility Approach”, IEEE INFOCOM, 2015.
M. Zhang, X. Chen, J. Zhang, “Social-aware Relay Selection for Cooperative Networking: An Optimal Stopping Approach”, IEEE ICC, 2014.
