Dr. LI Tan (李檀)

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Research Output

  1. 2024
  2. Published

    Killing two birds with one stone: Quantization achieves privacy in distributed learning

    Yan, G., Li, T., Wu, K. & Song, L., Mar 2024, In: Digital Signal Processing. 146, 104353.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 6
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  3. 2023
  4. Published

    Federated Online Learning Aided Multi-Objective Proactive Caching in Heterogeneous Edge Networks

    Li, T. & Song, L., Aug 2023, In: IEEE Transactions on Cognitive Communications and Networking. 9, 4, p. 1080-1095

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 2
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  5. 2022
  6. Published

    AC-SGD: Adaptively Compressed SGD for Communication-Efficient Distributed Learning

    Yan, G., Li, T., Huang, S.-L., Lan, T. & Song, L., Sept 2022, In: IEEE Journal on Selected Areas in Communications. 40, 9, p. 2678-2693

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 28
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  7. Published

    Recent advances in biometrics-based user authentication for wearable devices: A contemporary survey

    Liu, S., Shao, W., Li, T., Xu, W. & Song, L., 15 Jun 2022, In: Digital Signal Processing. 125, 103120.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 27
    Check@CityULib
  8. Published

    Privacy-Preserving Communication-Efficient Federated Multi-Armed Bandits

    Li, T. & Song, L., Mar 2022, In: IEEE Journal on Selected Areas in Communications. 40, 3, p. 773-787 15 p.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 27
    Check@CityULib
  9. Published

    Federated Adaptive Bandits Aided Caching for Heterogeneous Edge Servers with Uncertainty

    Li, T. & Song, L., 2022, 2022 IEEE Wireless Communications and Networking Conference (WCNC). Institute of Electrical and Electronics Engineers, Inc., p. 1904-1909 (IEEE Wireless Communications and Networking Conference, WCNC).

    Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

    Scopus citations: 5
    Check@CityULib
  10. 2021
  11. Published

    Integrating Future Smart Home Operation Platform With Demand Side Management via Deep Reinforcement Learning

    Li, T., Xiao, Y. & Song, L., Jun 2021, In: IEEE Transactions on Green Communications and Networking. 5, 2, p. 921-933 13 p.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 16
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  12. 2020
  13. Published

    Federated Recommendation System via Differential Privacy

    Li, T., Song, L. & Fragouli, C., Jun 2020, 2020 IEEE International Symposium on Information Theory - Proceedings. Institute of Electrical and Electronics Engineers, Inc., p. 2592-2597 9174297. (IEEE International Symposium on Information Theory - Proceedings; vol. 2020-June).

    Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

    Scopus citations: 58
    Check@CityULib
  14. Published

    Wireless recommendations for internet of vehicles: Recent advances, challenges, and opportunities

    Li, T., Li, C., Luo, J. & Song, L., Jun 2020, In: Intelligent and Converged Networks. 1, 1, p. 1-17 17 p.

    Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review

    Scopus citations: 31
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  15. Cross-domain Network Traffic Classification Using Unsupervised Domain Adaptation

    Li, D., Yuan, Q., Li, T., Chen, S. & Yang, J., Jan 2020, The 34th International Conference on Information Networking (ICOIN 2020). Institute of Electrical and Electronics Engineers, Inc., p. 245-250 6 p. 9016470. (International Conference on Information Networking; vol. 2020-January).

    Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

    Scopus citations: 5
    Check@CityULib
  16. 2019
  17. Published

    Deep Reinforcement Learning Based Residential Demand Side Management With Edge Computing

    Li, T., Xiao, Y. & Song, L., Oct 2019, 2019 IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids (SmartGridComm). Institute of Electrical and Electronics Engineers, Inc., 8909778. (IEEE International Conference on Communications, Control, and Computing Technologies for Smart Grids, SmartGridComm).

    Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

    Scopus citations: 13
    Check@CityULib