YAN Guangfeng

Research Output

  1. 2022
  2. Published

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

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

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 1
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  3. Published

    Communication-efficient federated learning with adaptive quantization

    MAO, Y., ZHAO, Z., YAN, G., LIU, Y., LAN, T., SONG, L. & DING, W., Aug 2022, In: ACM Transactions on Intelligent Systems and Technology. 13, 4, 67.

    Research output: Journal Publications and Reviews (RGC: 21, 22, 62)21_Publication in refereed journalpeer-review

    Scopus citations: 1
    Check@CityULib
  4. 2021
  5. Published

    DQ-SGD: Dynamic Quantization in SGD for Communication-Efficient Distributed Learning

    Yan, G., Huang, S., Lan, T. & Song, L., 2021, Proceedings: 2021 IEEE 18th International Conference on Mobile Ad Hoc and Smart Systems: MASS 2021. IEEE, p. 136-144

    Research output: Chapters, Conference Papers, Creative and Literary Works (RGC: 12, 32, 41, 45)32_Refereed conference paper (with ISBN/ISSN)peer-review

    Scopus citations: 2
    Check@CityULib