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Zheng Qu

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Dynamic N:M Fine-grained Structured Sparse Attention Mechanism

Feb 28, 2022
Zhaodong Chen, Yuying Quan, Zheng Qu, Liu Liu, Yufei Ding, Yuan Xie

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Transformer Acceleration with Dynamic Sparse Attention

Oct 21, 2021
Liu Liu, Zheng Qu, Zhaodong Chen, Yufei Ding, Yuan Xie

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H2Learn: High-Efficiency Learning Accelerator for High-Accuracy Spiking Neural Networks

Jul 25, 2021
Ling Liang, Zheng Qu, Zhaodong Chen, Fengbin Tu, Yujie Wu, Lei Deng, Guoqi Li, Peng Li, Yuan Xie

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SAGA with Arbitrary Sampling

Jan 24, 2019
Xu Qian, Zheng Qu, Peter Richtárik

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Even Faster Accelerated Coordinate Descent Using Non-Uniform Sampling

May 27, 2016
Zeyuan Allen-Zhu, Zheng Qu, Peter Richtárik, Yang Yuan

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Coordinate Descent with Arbitrary Sampling I: Algorithms and Complexity

Jun 15, 2015
Zheng Qu, Peter Richtárik

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Coordinate Descent with Arbitrary Sampling II: Expected Separable Overapproximation

May 28, 2015
Zheng Qu, Peter Richtárik

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Stochastic Dual Coordinate Ascent with Adaptive Probabilities

Feb 27, 2015
Dominik Csiba, Zheng Qu, Peter Richtárik

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SDNA: Stochastic Dual Newton Ascent for Empirical Risk Minimization

Feb 08, 2015
Zheng Qu, Peter Richtárik, Martin Takáč, Olivier Fercoq

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Randomized Dual Coordinate Ascent with Arbitrary Sampling

Nov 21, 2014
Zheng Qu, Peter Richtárik, Tong Zhang

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