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Toward Understanding the Influence of Individual Clients in Federated Learning


Dec 20, 2020
Yihao Xue, Chaoyue Niu, Zhenzhe Zheng, Shaojie Tang, Chengfei Lv, Fan Wu, Guihai Chen

* Accepted by AAAI 2021 

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Depth estimation on embedded computers for robot swarms in forest


Dec 05, 2020
Chaoyue Niu, Danesh Tarapore, Klaus-Peter Zauner

* This paper has been submitted to ICRA 2021 

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Low-viewpoint forest depth dataset for sparse rover swarms


Mar 09, 2020
Chaoyue Niu, Danesh Tarapore, Klaus-Peter Zauner

* This paper is submitted to IROS 2020 

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Distributed Optimization over Block-Cyclic Data


Feb 18, 2020
Yucheng Ding, Chaoyue Niu, Yikai Yan, Zhenzhe Zheng, Fan Wu, Guihai Chen, Shaojie Tang, Rongfei Jia


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Distributed Non-Convex Optimization with Sublinear Speedup under Intermittent Client Availability


Feb 18, 2020
Yikai Yan, Chaoyue Niu, Yucheng Ding, Zhenzhe Zheng, Fan Wu, Guihai Chen, Shaojie Tang, Zhihua Wu

* ICML 2020 Submission 

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Online Pricing with Reserve Price Constraint for Personal Data Markets


Nov 28, 2019
Chaoyue Niu, Zhenzhe Zheng, Fan Wu, Shaojie Tang, Guihai Chen

* A short version is accepted by IEEE International Conference on Data Engineering (ICDE) 2020, and the source code is available from https://github.com/NiuChaoyue/Personal-Data-Pricing/ 

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Secure Federated Submodel Learning


Nov 11, 2019
Chaoyue Niu, Fan Wu, Shaojie Tang, Lifeng Hua, Rongfei Jia, Chengfei Lv, Zhihua Wu, Guihai Chen


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