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PrivateRec: Differentially Private Training and Serving for Federated News Recommendation


Apr 18, 2022
Ruixuan Liu, Fangzhao Wu, Chuhan Wu, Yanlin Wang, Yang Cao, Lingjuan Lyu, Weike Pan, Yun Chen, Hong Chen, Xing Xie


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Safe Interactive Industrial Robots using Jerk-based Safe Set Algorithm


Apr 06, 2022
Ruixuan Liu, Rui Chen, Changliu Liu


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No One Left Behind: Inclusive Federated Learning over Heterogeneous Devices


Feb 16, 2022
Ruixuan Liu, Fangzhao Wu, Chuhan Wu, Yanlin Wang, Lingjuan Lyu, Hong Chen, Xing Xie

* Under review 

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Efficient-FedRec: Efficient Federated Learning Framework for Privacy-Preserving News Recommendation


Sep 16, 2021
Jingwei Yi, Fangzhao Wu, Chuhan Wu, Ruixuan Liu, Guangzhong Sun, Xing Xie


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FedKD: Communication Efficient Federated Learning via Knowledge Distillation


Aug 30, 2021
Chuhan Wu, Fangzhao Wu, Ruixuan Liu, Lingjuan Lyu, Yongfeng Huang, Xing Xie


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IADA: Iterative Adversarial Data Augmentation Using Formal Verification and Expert Guidance


Aug 16, 2021
Ruixuan Liu, Changliu Liu

* 9 pages, 7 figures. In proceeding to ICML 2021 Workshop of Human in the Loop Learning 

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FLAME: Differentially Private Federated Learning in the Shuffle Model


Sep 17, 2020
Ruixuan Liu, Yang Cao, Hong Chen, Ruoyang Guo, Masatoshi Yoshikawa

* 8 pages 

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FedSel: Federated SGD under Local Differential Privacy with Top-k Dimension Selection


Mar 24, 2020
Ruixuan Liu, Yang Cao, Masatoshi Yoshikawa, Hong Chen

* 18 pages, to be published in DASFAA 2020 

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