Does One-shot Give the Best Shot? Mitigating Model Inconsistency in One-shot Federated Learning

Hui Zeng, Wenke Huang, Tongqing Zhou, Xinyi Wu, Guancheng Wan +2 more
2/14/2026

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@article{zeng2026does,
  title  = {Does One-shot Give the Best Shot? Mitigating Model Inconsistency in One-shot Federated Learning},
  author = {Hui Zeng and Wenke Huang and Tongqing Zhou and Xinyi Wu and Guancheng Wan and Yingwen Chen and Zhiping Cai},
  year   = {2026},
  url    = {https://api.semanticscholar.org/CorpusID:6b13185ef5d7e30668532ad6d112df157f79acca},
  journal = {ICML 2025 2025}
}

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