DP-DyLoRA: Fine-Tuning Transformer-Based Models On-Device under Differentially Private Federated Learning using Dynamic Low-Rank Adaptation - researchr publication

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Jie Xu, Karthikeyan Saravanan, Rogier van Dalen, Haaris Mehmood, David Tuckey, Mete Ozay. DP-DyLoRA: Fine-Tuning Transformer-Based Models On-Device under Differentially Private Federated Learning using Dynamic Low-Rank Adaptation. In IEEE International Conference on Communications, ICC 2026, Glasgow, United Kingdom, May 24-28, 2026. pages 1-7, IEEE, 2026. [doi]

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