@article{liu2025fedquad,
  title={FedQuad: Adaptive Layer-wise LoRA Deployment and Activation Quantization for Federated Fine-Tuning},
  author={Liu, Jianchun and Li, Rukuo and Xu, Hongli and Ma, Qianpiao and Yan, Jiaming and Huang, Liusheng},
  journal={IEEE Transactions on Mobile Computing},
  year={2025},
  publisher={IEEE}
}