Personal profile
Personal profile
2023/03-present Beijing Institute of Technology, School of Cyberspace Security, Special Associate Researcher
2021/08-2022/08 Singapore University of Technology and Design, Postdoctoral Fellow
2017/01-2021/06 PhD, School of Computer Science, Singapore University of Technology and Design (Tutor Tony Q.S. Quek, IEEE Fellow)
2012/09-2015/01 Beijing University of Aeronautics and Astronautics, School of Electronic Information Engineering, Master
2008/09-2012/06 Beijing University of Aeronautics and Astronautics, School of Electronic and Information Engineering, Bachelor
Research Interests
Trusted Graph Machine Learning, Federated Learning, AI Security, Network Big Data Mining
Education
2023/03-present Beijing Institute of Technology, School of Cyberspace Security, Special Associate Researcher
2021/08-2022/08 Singapore University of Technology and Design, Postdoctoral Fellow
2017/01-2021/06 PhD, School of Computer Science, Singapore University of Technology and Design (Tutor Tony Q.S. Quek, IEEE Fellow)
2012/09-2015/01 Beijing University of Aeronautics and Astronautics, School of Electronic Information Engineering, Master
2008/09-2012/06 Beijing University of Aeronautics and Astronautics, School of Electronic and Information Engineering, Bachelor
Professional Experience
2023/03-present Beijing Institute of Technology, School of Cyberspace Security, Special Associate Researcher
2021/08-2022/08 Singapore University of Technology and Design, Postdoctoral Fellow
2017/01-2021/06 PhD, School of Computer Science, Singapore University of Technology and Design (Tutor Tony Q.S. Quek, IEEE Fellow)
2012/09-2015/01 Beijing University of Aeronautics and Astronautics, School of Electronic Information Engineering, Master
2008/09-2012/06 Beijing University of Aeronautics and Astronautics, School of Electronic and Information Engineering, Bachelor
Research Achievement
Singapore University of Technology and Design International PhD Program President's Full Scholarship
He has published many academic papers in IEEE TKDE, IEEE TSP, IEEE TII, IEEE TNSE and other top international academic journals. As a reviewer for many international journals, including TSP, TMC, JSAC, etc.
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A Blockchain-Based Dynamic Game Incentive Mechanism for Privacy-Preserving Computation
Pan, S., Tang, J., Li, Y., Zuo, C., Wang, L., Yuan, Y. & Zhu, L., 2026, Emerging Information Security and Applications - 6th International conference, EISA 2025, Proceedings. Li, W., Katsikas, S. & Shao, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 177-195 19 p. (Communications in Computer and Information Science; vol. 2897 CCIS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Personalized Differential Privacy Graph Neural Network
Yuan, Y., Lei, D., Zhang, C., Xiong, Z., Li, C. & Zhu, L., 2026, In: IEEE/CAA Journal of Automatica Sinica. 13, 2, p. 498-500 3 p.Research output: Contribution to journal › Article › peer-review
3 Link opens in a new tab Citations (Scopus) -
Achieving Personalized Privacy-Preserving Graph Neural Network via Topology Awareness
Lei, D., Song, Z., Yuan, Y., Li, C. & Zhu, L., 28 Apr 2025, WWW 2025 - Proceedings of the ACM Web Conference. Association for Computing Machinery, Inc, p. 3552-3560 9 p. (WWW 2025 - Proceedings of the ACM Web Conference).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access7 Link opens in a new tab Citations (Scopus) -
Agent-Driven Generative Semantic Communication with Cross-Modality and Prediction
Yang, W., Xiong, Z., Yuan, Y., Jiang, W., Quek, T. Q. S. & Debbah, M., 2025, In: IEEE Transactions on Wireless Communications. 24, 3, p. 2233-2248 16 p.Research output: Contribution to journal › Article › peer-review
20 Link opens in a new tab Citations (Scopus) -
Communication-efficient and Privacy-enhanced Federated Graph Learning via GAN-based Data Augmentation
Yuan, Y., Song, Z., Lei, D., Chen, Z., Zhang, C. & Zhu, L., 2025, 2025 IEEE/CIC International Conference on Communications in China:Shaping the Future of Integrated Connectivity, ICCC 2025. Institute of Electrical and Electronics Engineers Inc., (2025 IEEE/CIC International Conference on Communications in China:Shaping the Future of Integrated Connectivity, ICCC 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review