Unbiased Data-Driven Dynamic Threshold Sparsification for Communication-Efficient Federated Learning

Jingbo Yu, Nina Shu, Tao Wu 0011, Huaixi Wang, Ruhao Jiang, Chao Chang. Unbiased Data-Driven Dynamic Threshold Sparsification for Communication-Efficient Federated Learning. In De-Shuang Huang, Bo Li 0002, Haiming Chen, Chuanlei Zhang, editors, Advanced Intelligent Computing Technology and Applications - 21st International Conference, ICIC 2025, Ningbo, China, July 26-29, 2025, Proceedings, Part XVII. Volume 15858 of Lecture Notes in Computer Science, pages 229-241, Springer, 2025. [doi]

@inproceedings{YuSWWJC25,
  title = {Unbiased Data-Driven Dynamic Threshold Sparsification for Communication-Efficient Federated Learning},
  author = {Jingbo Yu and Nina Shu and Tao Wu 0011 and Huaixi Wang and Ruhao Jiang and Chao Chang},
  year = {2025},
  doi = {10.1007/978-981-96-9805-9_19},
  url = {https://doi.org/10.1007/978-981-96-9805-9_19},
  researchr = {https://researchr.org/publication/YuSWWJC25},
  cites = {0},
  citedby = {0},
  pages = {229-241},
  booktitle = {Advanced Intelligent Computing Technology and Applications - 21st International Conference, ICIC 2025, Ningbo, China, July 26-29, 2025, Proceedings, Part XVII},
  editor = {De-Shuang Huang and Bo Li 0002 and Haiming Chen and Chuanlei Zhang},
  volume = {15858},
  series = {Lecture Notes in Computer Science},
  publisher = {Springer},
  isbn = {978-981-96-9805-9},
}