Search Results for author: Yifeng Cai

Found 2 papers, 1 papers with code

DistFL: Distribution-aware Federated Learning for Mobile Scenarios

1 code implementation • 22 Oct 2021 • Bingyan Liu, Yifeng Cai, Ziqi Zhang, Yuanchun Li, Leye Wang, Ding Li, Yao Guo, Xiangqun Chen

Previous studies focus on the "symptoms" directly, as they try to improve the accuracy or detect possible attacks by adding extra steps to conventional FL models.

Federated Learning

Paper
Code

TransTailor: Pruning the Pre-trained Model for Improved Transfer Learning

no code implementations • 2 Mar 2021 • Bingyan Liu, Yifeng Cai, Yao Guo, Xiangqun Chen

This paper aims to improve the transfer performance from another angle - in addition to tuning the weights, we tune the structure of pre-trained models, in order to better match the target task.

Transfer Learning

Paper
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