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Research

Dr Zhengxin Yu

Senior Research Associate

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  1. Published

    Mobility-Aware Proactive Edge Caching for Connected Vehicles Using Federated Learning

    Yu, Z., Hu, J., Min, G., Zhao, Z., Miao, W. & Hossain, M. S., 31/08/2021, In: IEEE Transactions on Intelligent Transportation Systems. 22, 8, p. 5341-5351 11 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  2. Published

    Federated learning based proactive content caching in edge computing

    Yu, Z., Hu, J., Min, G., Lu, H., Zhao, Z., Wang, H. & Georgalas, N., 21/02/2019, 2018 IEEE Global Communications Conference (GLOBECOM). IEEE, p. 1-6 6 p. (IEEE Global Communications Conference (GLOBECOM)).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  3. Published

    Proactive Content Caching for Internet-of-Vehicles based on Peer-to-Peer Federated Learning

    Yu, Z., Hu, J., Min, G., Xu, H. & Mills, J., 2/12/2020, p. 601-608. 8 p.

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

  4. E-pub ahead of print

    Privacy-preserving federated deep learning for cooperative hierarchical caching in fog computing

    Yu, Z., Hu, J., Min, G., Wang, Z., Miao, W. & Li, S., 18/05/2021, (E-pub ahead of print) In: IEEE Internet of Things Journal. 10 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  5. Published

    PPFM: An Adaptive and Hierarchical Peer-to-Peer Federated Meta-Learning Framework

    Yu, Z., Lu, Y., Angelov, P. & Suri, N., 29/03/2023, 2022 18th International Conference on Mobility, Sensing and Networking (MSN). IEEE, p. 502-509 8 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  6. Published

    RAFL: A Robust and Adaptive Federated Meta-Learning Framework Against Adversaries

    Yu, Z., Lu, Y. & Suri, N., 1/11/2023, 2023 IEEE 20th International Conference on Mobile Ad Hoc and Smart Systems (MASS). IEEE

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  7. Forthcoming

    Federated Meta Learning for Visual Navigation in GPS-denied Urban Airspace

    Yuksek, B., Yu, Z., Suri, N. & Inalhan, G., 22/04/2023, (Accepted/In press).

    Research output: Contribution to conference - Without ISBN/ISSN › Conference paper › peer-review

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