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Shuang Qiu

University of Michigan, Ann Arbor

Stylized Neural Painting

Nov 16, 2020
Zhengxia Zou, Tianyang Shi, Shuang Qiu, Yi Yuan, Zhenwei Shi


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Single-Timescale Stochastic Nonconvex-Concave Optimization for Smooth Nonlinear TD Learning

Aug 23, 2020
Shuang Qiu, Zhuoran Yang, Xiaohan Wei, Jieping Ye, Zhaoran Wang

* 45 pages; initial draft submitted in Feb, 2020 

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Beyond $\mathcal{O}(\sqrt{T})$ Regret for Constrained Online Optimization: Gradual Variations and Mirror Prox

Jun 22, 2020
Shuang Qiu, Xiaohan Wei


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Energy-Aware DNN Graph Optimization

May 12, 2020
Yu Wang, Rong Ge, Shuang Qiu


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Upper Confidence Primal-Dual Optimization: Stochastically Constrained Markov Decision Processes with Adversarial Losses and Unknown Transitions

Mar 02, 2020
Shuang Qiu, Xiaohan Wei, Zhuoran Yang, Jieping Ye, Zhaoran Wang


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Central Server Free Federated Learning over Single-sided Trust Social Networks

Oct 11, 2019
Chaoyang He, Conghui Tan, Hanlin Tang, Shuang Qiu, Ji Liu


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PINE: Universal Deep Embedding for Graph Nodes via Partial Permutation Invariant Set Functions

Sep 25, 2019
Shupeng Gui, Xiangliang Zhang, Pan Zhong, Shuang Qiu, Mingrui Wu, Jieping Ye, Zhengdao Wang, Ji Liu

* 24 pages, 4 figures, 3 tables. arXiv admin note: text overlap with arXiv:1805.11182 

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Robust One-Bit Recovery via ReLU Generative Networks: Improved Statistical Rates and Global Landscape Analysis

Aug 14, 2019
Shuang Qiu, Xiaohan Wei, Zhuoran Yang


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$\texttt{DeepSqueeze}$: Decentralization Meets Error-Compensated Compression

Aug 03, 2019
Hanlin Tang, Xiangru Lian, Shuang Qiu, Lei Yuan, Ce Zhang, Tong Zhang, Ji Liu


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$\texttt{DeepSqueeze}$: Parallel Stochastic Gradient Descent with Double-Pass Error-Compensated Compression

Jul 17, 2019
Hanlin Tang, Xiangru Lian, Shuang Qiu, Lei Yuan, Ce Zhang, Tong Zhang, Ji Liu


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Which Factorization Machine Modeling is Better: A Theoretical Answer with Optimal Guarantee

Jan 30, 2019
Ming Lin, Shuang Qiu, Jieping Ye, Xiaomin Song, Qi Qian, Liang Sun, Shenghuo Zhu, Rong Jin

* accepted by AAAI 2019 

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Proximal Online Gradient is Optimum for Dynamic Regret

Oct 23, 2018
Yawei Zhao, Shuang Qiu, Ji Liu


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GESF: A Universal Discriminative Mapping Mechanism for Graph Representation Learning

Jun 05, 2018
Shupeng Gui, Xiangliang Zhang, Shuang Qiu, Mingrui Wu, Jieping Ye, Ji Liu

* 18 pages 

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The Second Order Linear Model

Jun 23, 2017
Ming Lin, Shuang Qiu, Bin Hong, Jieping Ye


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Nonconvex One-bit Single-label Multi-label Learning

Mar 17, 2017
Shuang Qiu, Tingjin Luo, Jieping Ye, Ming Lin


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