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A Simple Spectral Failure Mode for Graph Convolutional Networks


Oct 27, 2020
Carey E. Priebe, Cencheng Shen, Ningyuan Huang, Tianyi Chen

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Solving Stochastic Compositional Optimization is Nearly as Easy as Solving Stochastic Optimization


Aug 31, 2020
Tianyi Chen, Yuejiao Sun, Wotao Yin

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* Fixed typos in the proof 

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Recurrent Exposure Generation for Low-Light Face Detection


Jul 21, 2020
Jinxiu Liang, Jingwen Wang, Yuhui Quan, Tianyi Chen, Jiaying Liu, Haibin Ling, Yong Xu

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* 11 pages 

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VAFL: a Method of Vertical Asynchronous Federated Learning


Jul 12, 2020
Tianyi Chen, Xiao Jin, Yuejiao Sun, Wotao Yin

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* FL-ICML'20: Proc. of ICML Workshop on Federated Learning for User Privacy and Data Confidentiality, July 2020 

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Communication-Efficient Robust Federated Learning Over Heterogeneous Datasets


Jun 17, 2020
Yanjie Dong, Georgios B. Giannakis, Tianyi Chen, Julian Cheng, Md. Jahangir Hossain, Victor C. M. Leung

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* submitted to IEEE TSP on Jan. 6, 2020, and based on our independent work 

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Orthant Based Proximal Stochastic Gradient Method for $\ell_1$-Regularized Optimization


Apr 07, 2020
Tianyi Chen, Tianyu Ding, Bo Ji, Guanyi Wang, Yixin Shi, Sheng Yi, Xiao Tu, Zhihui Zhu

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LASG: Lazily Aggregated Stochastic Gradients for Communication-Efficient Distributed Learning


Feb 26, 2020
Tianyi Chen, Yuejiao Sun, Wotao Yin

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Adaptive Temporal Difference Learning with Linear Function Approximation


Feb 20, 2020
Tao Sun, Han Shen, Tianyi Chen, Dongsheng Li

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Federated Variance-Reduced Stochastic Gradient Descent with Robustness to Byzantine Attacks


Dec 29, 2019
Zhaoxian Wu, Qing Ling, Tianyi Chen, Georgios B. Giannakis

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