most citedHeterogeneity-Aware Cooperative Federated Edge Learning with Adaptive Computation and Communication Compression

13 citations · 13 across the 5 of their papers we have counts for

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cs.CL2024

FedPT: Federated Proxy-Tuning of Large Language Models on Resource-Constrained Edge Devices

Zhidong Gao, Yu Zhang, Zhenxiao Zhang +2

Despite demonstrating superior performance across a variety of linguistic tasks, pre-trained large language models (LMs) often require fine-tuning on specific datasets to effective…