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.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Achieving Privacy-Preserving and Scalable Graph Neural Network Prediction in Cloud Environments
Yuan, Y., Lei, D., Zhang, C., Liu, X., Xiong, Z. & Zhu, L., 2024, ICC 2024 - IEEE International Conference on Communications. Valenti, M., Reed, D. & Torres, M. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 4632-4637 6 p. (IEEE International Conference on Communications).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Securing Federated Diffusion Model with Dynamic Quantization for Generative AI Services in Multiple-Access Artificial Intelligence of Things
He, J., Lai, B., Kang, J., Du, H., Nie, J., Zhang, T., Yuan, Y., Zhang, W., Niyato, D. & Jamalipour, A., 2024, In: IEEE Internet of Things Journal. 11, 17, p. 28064-28077 14 p.Research output: Contribution to journal › Article › peer-review
1 Citation (Scopus) -
Semantic Change Driven Generative Semantic Communication Framework
Yang, W., Xiong, Z., Du, H., Yuan, Y. & Quek, T. Q. S., 2024, 2024 IEEE Wireless Communications and Networking Conference, WCNC 2024 - Proceedings. Institute of Electrical and Electronics Engineers Inc., (IEEE Wireless Communications and Networking Conference, WCNC).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access1 Citation (Scopus) -
Toward Efficient and Robust Federated Unlearning in IoT Networks
Yuan, Y., Wang, B., Zhang, C., Xiong, Z., Li, C. & Zhu, L., 15 Jun 2024, In: IEEE Internet of Things Journal. 11, 12, p. 22081-22090 10 p.Research output: Contribution to journal › Article › peer-review
3 Citations (Scopus) -
Toward Fast Personalized Semi-Supervised Federated Learning in Edge Networks: Algorithm Design and Theoretical Guarantee
Wang, S., Xu, Y., Yuan, Y. & Quek, T. Q. S., 1 Feb 2024, In: IEEE Transactions on Wireless Communications. 23, 2, p. 1170-1183 14 p.Research output: Contribution to journal › Article › peer-review
2 Citations (Scopus)