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Edge-Cloud Polarization and Collaboration: A Comprehensive Survey



Jiangchao Yao , Shengyu Zhang , Yang Yao , Feng Wang , Jianxin Ma , Jianwei Zhang , Yunfei Chu , Luo Ji , Kunyang Jia , Tao Shen , Anpeng Wu , Fengda Zhang , Ziqi Tan , Kun Kuang , Chao Wu , Fei Wu , Jingren Zhou , Hongxia Yang

* 20 pages. Under Submission. arXiv admin note: text overlap with arXiv:2103.13630 by other authors 

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Unified Group Fairness on Federated Learning



Fengda Zhang , Kun Kuang , Yuxuan Liu , Chao Wu , Fei Wu , Jiaxun Lu , Yunfeng Shao , Jun Xiao

* Under Review 

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Federated Unsupervised Representation Learning



Fengda Zhang , Kun Kuang , Zhaoyang You , Tao Shen , Jun Xiao , Yin Zhang , Chao Wu , Yueting Zhuang , Xiaolin Li


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Federated Mutual Learning



Tao Shen , Jie Zhang , Xinkang Jia , Fengda Zhang , Gang Huang , Pan Zhou , Fei Wu , Chao Wu


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Evaluation Framework For Large-scale Federated Learning



Lifeng Liu , Fengda Zhang , Jun Xiao , Chao Wu


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