37 citations · 171 across the 17 of their papers we have counts for
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cs.AI2023★ 37 cited
Mobile Foundation Model as Firmware
Jinliang Yuan, Chen Yang, Dongqi Cai +9
In today's landscape, smartphones have evolved into hubs for hosting a multitude of deep learning models aimed at local execution. A key realization driving this work is the notabl…
cs.AI2023★ 11 cited
FwdLLM: Efficient FedLLM using Forward Gradient
Mengwei Xu, Dongqi Cai, Yaozong Wu +2
Large Language Models (LLMs) are transforming the landscape of mobile intelligence. Federated Learning (FL), a method to preserve user data privacy, is often employed in fine-tunin…