Splitting with Importance-aware Updating for Heterogeneous Federated Learning with Large Language Models

Yangxu Liao, Wenke Huang, Guancheng Wan, Jian Liang, Bin Yang +1 more

2/14/2026

No official code found. Best implementation: liaosunny123/FedICU (7 stars, last commit 2025-05-11).

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Splitting with Importance-aware Updating for Heterogeneous Federated Learning with Large Language Models

70Shell, PythonMay 11, 20251 years ago

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@article{liao2026splitting,
  title  = {Splitting with Importance-aware Updating for Heterogeneous Federated Learning with Large Language Models},
  author = {Yangxu Liao and Wenke Huang and Guancheng Wan and Jian Liang and Bin Yang and Mang Ye},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:a4b00b42bdbe110109cd68197bb2f3a1da826814},
  journal = {ICML 2025 2025}
}

Splitting with Importance-aware Updating for Heterogeneous Federated Learning with Large Language Models

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