Research output per year
Research output per year
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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- 3 Similar Profiles
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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
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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
Open Access -
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
Open Access2 Citations (Scopus) -
Personalized differential privacy graph neural network
Yuan, Y., Lei, D., Zhang, C., Xiong, Z., Li, C. & Zhu, L., 2025, (Accepted/In press) In: IEEE/CAA Journal of Automatica Sinica.Research output: Contribution to journal › Letter › peer-review
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Privacy-Preserving Federated Learning for Data Heterogeneity in 6G Mobile Networks
Zhang, C., Ren, X., Zhang, W., Yuan, Y., Xiong, Z., Li, C. & Zhu, L., Mar 2025, In: IEEE Network. 39, 2, p. 134-141 8 p.Research output: Contribution to journal › Article › peer-review