ML Anthology

pFedGPA: Diffusion-Based Generative Parameter Aggregation for Personalized Federated Learning

Jiahao Lai, Jiaqi Li, Jian Xu, Yanru Wu, Boshi Tang, Siqi Chen, Yongfeng Huang, Wenbo Ding, Yang Li
AAAI 2025 pp. 17999-18007
doi:10.1609/AAAI.V39I17.33980 /aaai/2025/lai2025aaai-pfedgpa/
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Cite

Text

Lai et al. "pFedGPA: Diffusion-Based Generative Parameter Aggregation for Personalized Federated Learning." AAAI Conference on Artificial Intelligence, 2025. doi:10.1609/AAAI.V39I17.33980

Markdown

[Lai et al. "pFedGPA: Diffusion-Based Generative Parameter Aggregation for Personalized Federated Learning." AAAI Conference on Artificial Intelligence, 2025.](https://mlanthology.org/aaai/2025/lai2025aaai-pfedgpa/) doi:10.1609/AAAI.V39I17.33980

BibTeX

@inproceedings{lai2025aaai-pfedgpa,
  title     = {{pFedGPA: Diffusion-Based Generative Parameter Aggregation for Personalized Federated Learning}},
  author    = {Lai, Jiahao and Li, Jiaqi and Xu, Jian and Wu, Yanru and Tang, Boshi and Chen, Siqi and Huang, Yongfeng and Ding, Wenbo and Li, Yang},
  booktitle = {AAAI Conference on Artificial Intelligence},
  year      = {2025},
  pages     = {17999-18007},
  doi       = {10.1609/AAAI.V39I17.33980},
  url       = {https://mlanthology.org/aaai/2025/lai2025aaai-pfedgpa/}
}