Layerwise Selective Quantization for Communication-Efficient Federated Learning in Consumer IoT Devices

Zhuotao Lian, Qingkui Zeng, Chunhua Su. Layerwise Selective Quantization for Communication-Efficient Federated Learning in Consumer IoT Devices. In IEEE International Conference on Consumer Electronics, ICCE 2026, Dubai, United Arab Emirates, February 3-5, 2026. pages 1-5, IEEE, 2026. [doi]

@inproceedings{LianZS26,
  title = {Layerwise Selective Quantization for Communication-Efficient Federated Learning in Consumer IoT Devices},
  author = {Zhuotao Lian and Qingkui Zeng and Chunhua Su},
  year = {2026},
  doi = {10.1109/ICCE67443.2026.11449814},
  url = {https://doi.org/10.1109/ICCE67443.2026.11449814},
  researchr = {https://researchr.org/publication/LianZS26},
  cites = {0},
  citedby = {0},
  pages = {1-5},
  booktitle = {IEEE International Conference on Consumer Electronics, ICCE 2026, Dubai, United Arab Emirates, February 3-5, 2026},
  publisher = {IEEE},
  isbn = {979-8-3315-5343-2},
}