Mengxiao Zhang

PDRA in ACiD

Research interest: mechanism design, privacy computing

Email: mengxiao.zhang@durham.ac.uk

Office:  MCS2010 Durham University, South Road, Durham, DH1 3LE, UK

Biography

(2017-2021) Ph.D. at the University of Auckland

(2014-2017) Master at Northeastern University (China)

Research

Auricchio, G., Zhang, J., & Zhang, M. (2024). Extended Ranking Mechanisms for the m-Capacitated Facility Location Problem in Bayesian Mechanism Design. The 23rd International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2024). (Core ranking: A+)

Li, W., Zhang, M.*, Zhang, L., Liu, J. (2023). Integrated Private Data Trading Systems for Data Marketplaces. The 26th European Conference on Artificial Intelligence (ECAI). (Core ranking: A)

Fang, Y., Zhang, M.*, Liu, J., Khoussainov, B.*, & Xiao, M. (2023). Multi-unit Auction over a Social Network. The 26th European Conference on Artificial Intelligence (ECAI). (Core ranking: A)

Jia, F., Zhang, M.*, Liu, J., & Khoussainov, B.* (2023). Incentivising diffusion while preserving differential privacy. The 39thConference on Uncertainty in Artificial Intelligence (UAI). (Core ranking: A)

Jia, F., Zhang, M.*, Liu, J., & Khoussainov, B.* (2023). Differentially Private Diffusion Auction: The Single-unit Case. The 22nd International Conference on Autonomous Agents and Multiagent Systems (AAMAS). (Core ranking: A+)

Zhang, M., Beltran, F., & Liu, J.* (2023). A Survey of Data Pricing for Data Marketplaces. IEEE Transactions on Big Data. (IF: 4.271)

Li, X., Ni, L., Li, R., Liu, J., & Zhang, M. (2023, June). MaD: A Dataset for Interview-based BPM in Business Process Management. In 2023 International Joint Conference on Neural Networks (IJCNN). (Core ranking: B)

Zhang, M.*, & Beltran, F (2022). An Experimental Study on Discovering the Value of Private Data in Data Marketplaces. Pacific Asia Conference on Information Systems (PACIS) 2022.

Zhang, M., Liu, J.*, Feng, K., Beltran, F., & Zhang, Z.* (2022). SmartAuction: A blockchain-based secure implementation of private data queries. Future Generation Computer Systems, 138: 198-211 (IF: 7.187)

Gunasekara, G., Beltran, F., Oh, L., & Zhang, M. (2022). Monetizing Behavioural Surplus by Individuals: Alternative Legal Approaches. New Zealand Business Law Quarterly.

Zhang, M. (2021). Design and Secure Implementation of Private Data Query Mechanisms for Data Marketplaces. PhD Thesis-University of Auckland.

Zhang, M.*, Beltran, F., & Liu, J. (2020, October). Incentive Mechanism for Social Network Data Pricing under Privacy Preservation. In Proceedings of the 2nd ACM International Symposium on Blockchain and Secure Critical Infrastructure, Co-located with AsiaCCS (pp. 85-95). (CORE ranking: A)

Zhang, M.*, Beltran, F., & Liu, J. (2020, August). Selling Data at an Auction under Privacy Constraints, In UAI 2020: Proceedings of the 36th Conference on Uncertainty in Artificial Intelligence (pp. 669-678). PMLR. (CORE ranking: A)

Zhang, M.* (2020, May). Incentive Mechanisms for Data Privacy Preservation and Pricing. In AAMAS 2020: Proceedings of the 19th International Conference on Autonomous Agents and Multi-Agent Systems (pp. 2234-2236). (CORE ranking: A+)

Zhang, M.* (2019). Incentive mechanism for social network data pricing under privacy preservation, presented at 2019 International Conference on Information Systems (ICIS) Doctoral Consortium.

Yu, H., & Zhang, M.* (2017). Data pricing strategy based on data quality. Computers & Industrial Engineering, 112, 1-10. (IF: 5.431)