Search Results for author: Rui Jin

Found 3 papers, 1 papers with code

Crossword: A Semantic Approach to Data Compression via Masking

no code implementations3 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.

Data Compression

MixNN: A design for protecting deep learning models

no code implementations28 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.

Accelerating Federated Learning with a Global Biased Optimiser

1 code implementation20 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.

Federated Learning

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