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Yuzhu Mao

Enhancing Parameter Efficiency and Generalization in Large-Scale Models: A Regularized and Masked Low-Rank Adaptation Approach

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Jul 16, 2024
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FL-TAC: Enhanced Fine-Tuning in Federated Learning via Low-Rank, Task-Specific Adapter Clustering

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Apr 23, 2024
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AQUILA: Communication Efficient Federated Learning with Adaptive Quantization of Lazily-Aggregated Gradients

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Aug 01, 2023
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SAFARI: Sparsity enabled Federated Learning with Limited and Unreliable Communications

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Apr 05, 2022
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