no code implementations • 3 Apr 2023 • Mingxiao Li, Rui Jin, Liyao Xiang, Kaiming Shen, Shuguang Cui
The traditional methods for data compression are typically based on the symbol-level statistics, with the information source modeled as a long sequence of i. i. d.
no code implementations • 28 Mar 2022 • Chao Liu, Hao Chen, Yusen Wu, Rui Jin
In this paper, we propose a novel design, called MixNN, for protecting deep learning model structure and parameters.
1 code implementation • 20 Aug 2021 • Jed Mills, Jia Hu, Geyong Min, Rui Jin, Siwei Zheng, Jin Wang
To address this challenge, we propose a novel, generalised approach for incorporating adaptive optimisation into FL with the Federated Global Biased Optimiser (FedGBO) algorithm.