Zhipeng Cai
Associate Professor Computer Science, Neuroscience- Education
B.S., Computer Science, Beijing Institute of Technology, 2001
M.S., Computing Science, University of Alberta, 2004
Ph.D., Computing Science, University of Alberta, 2008
- Specializations
Internet of things, Privacy and Security, Big Data, Algorithm Design and Analysis
- Biography
Dr. Zhipeng Cai is currently an associate professor in the Department of Computer Science at Georgia State University, USA. He received his Ph.D. and M.S. degrees from the Department of Computing Science at the University of Alberta and his B.S. degree from the Beijing Institute of Technology. Dr. Cai's research focuses on wireless networking, the Internet of things, machine learning, cyber-security, privacy, and big data. Dr. Cai is the recipient of an NSF CAREER award. He served as a steering committee co-chair and a steering committee member for WASA and IPCCC. Dr. Cai has also served as a technical program committee member for more than 20 conferences, including INFOCOM, MOBIHOC, ICDE, and ICDCS. Dr. Cai is currently an associate editor-in-chief for Elsevier High-Confidence Computing Journal (HCC) and an associate editor for several international journals, including IEEE Internet of Things Journal (IoT-J), IEEE Transactions on Knowledge and Data Engineering (TKDE), and IEEE Transactions on Vehicular Technology (TVT). He has published more than 80 papers in prestigious journals, with more than 50 papers published in IEEE/ACM Transactions.
- Publications
Zhipeng Cai, Zaobo He, Xin Guan and Yingshu Li. Collective Data-Sanitization for Preventing Sensitive Information Inference Attacks in Social Networks. IEEE Transactions on Dependable and Secure Computing (TDSC). 15(4): 577–590 (2018).
Zhipeng Cai, Zhuojun Duan, and Wei Li. Exploiting Multi-Dimensional Task Diversity in Distributed Auctions for Mobile Crowdsensing. IEEE Transactions on Mobile Computing (TMC). Accepted.
Zhipeng Cai and Quan Chen. Latency-and-Coverage Aware Data Aggregation Scheduling for Multihop Battery-Free Wireless Networks. IEEE Transactions on Wireless Communication (TWC). Accepted.
Zhipeng Cai and Xu Zheng. A Private and Efficient Mechanism for Data Uploading in Smart Cyber-Physical Systems. IEEE Transactions on Network Science and Engineering (TNSE). 7(2): 766–775, 2020.
Zhipeng Cai and Tuo Shi. Distributed Query Processing in the Edge Assisted IoT Data Monitoring System. IEEE Internet of Things Journal. Accepted.
Xu Zheng and Zhipeng Cai. Privacy-Preserved Data Sharing Towards Multiple Parties in Industrial IoTs. IEEE Journal on Selected Areas in Communications (JSAC). 38(5): 968–979 (2020).
Dongjing Miao, Zhipeng Cai, Jianzhong Li, Xiangyu Gao, and Xianmin Liu. The Computation of Optimal Subset Repairs. 46th International Conference on Very Large Data Bases (VLDB 2020).
Zhipeng Cai, Dongjing Miao, and Yingshu Li. Deletion Propagation for Multiple Select-Join Queries: Approximations and Complexity. 35th IEEE International Conference on Data Engineering (ICDE 2019).
Zhipeng Cai and Zaobo He. Trading Private Range Counting over Big IoT Data. 39th IEEE International Conference on Distributed Computing Systems (ICDCS 2019).
Zhipeng Cai, Xu Zheng, and Jiguo Yu. A Differential-Private Framework for Urban Traffic Flows Estimation via Taxi Companies. IEEE Transactions on Industrial Informatics (TII). 15(12): 6492–6499 (2019).
Zhipeng Cai, Shouling Ji, Jing He, Lin Wei, and Anu Bourgeois. Distributed and Asynchronous Data Collection in Cognitive Radio Networks with Fairness Consideration. IEEE Transactions on Parallel and Distributed Systems (TPDS). 25(8): 2020-2029 (2014).