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2020 – today
- 2020
[j12]Qing Qu, Xiao Li, Zhihui Zhu:
Exact Recovery of Multichannel Sparse Blind Deconvolution via Gradient Descent. SIAM J. Imaging Sci. 13(3): 1630-1652 (2020)- [j11]Qing Qu
, Yuqian Zhang, Yonina C. Eldar, John Wright:
Convolutional Phase Retrieval via Gradient Descent. IEEE Trans. Inf. Theory 66(3): 1785-1821 (2020) - [c13]Yenson Lau, Qing Qu, Han-Wen Kuo, Pengcheng Zhou, Yuqian Zhang, John Wright:
Short and Sparse Deconvolution - A Geometric Approach. ICLR 2020 - [c12]Qing Qu, Yuexiang Zhai, Xiao Li, Yuqian Zhang, Zhihui Zhu:
Geometric Analysis of Nonconvex Optimization Landscapes for Overcomplete Learning. ICLR 2020 - [c11]Chong You, Zhihui Zhu, Qing Qu, Yi Ma:
Robust Recovery via Implicit Bias of Discrepant Learning Rates for Double Over-parameterization. NeurIPS 2020 - [i16]Qing Qu, Zhihui Zhu, Xiao Li, Manolis C. Tsakiris, John Wright, René Vidal:
Finding the Sparsest Vectors in a Subspace: Theory, Algorithms, and Applications. CoRR abs/2001.06970 (2020) - [i15]Chong You, Zhihui Zhu, Qing Qu, Yi Ma:
Robust Recovery via Implicit Bias of Discrepant Learning Rates for Double Over-parameterization. CoRR abs/2006.08857 (2020) - [i14]Yuqian Zhang, Qing Qu, John Wright:
From Symmetry to Geometry: Tractable Nonconvex Problems. CoRR abs/2007.06753 (2020)
2010 – 2019
- 2019
- [c10]Qing Qu, Xiao Li, Zhihui Zhu:
Exact and Efficient Multi-Channel Sparse Blind Deconvolution - A Nonconvex Approach. ACSSC 2019: 640-644 - [c9]Qing Qu, Xiao Li, Zhihui Zhu:
A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution. NeurIPS 2019: 4017-4028 - [i13]Qing Qu, Xiao Li, Zhihui Zhu:
A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution. CoRR abs/1908.10776 (2019) - [i12]Yenson Lau, Qing Qu, Han-Wen Kuo, Pengcheng Zhou, Yuqian Zhang, John Wright:
Short-and-Sparse Deconvolution - A Geometric Approach. CoRR abs/1908.10959 (2019) - [i11]Xiao Li, Shixiang Chen, Zengde Deng, Qing Qu, Zhihui Zhu, Anthony Man-Cho So:
Nonsmooth Optimization over Stiefel Manifold: Riemannian Subgradient Methods. CoRR abs/1911.05047 (2019) - [i10]Qing Qu, Yuexiang Zhai, Xiao Li, Yuqian Zhang, Zhihui Zhu:
Analysis of the Optimization Landscapes for Overcomplete Representation Learning. CoRR abs/1912.02427 (2019) - 2018
- [j10]Ju Sun, Qing Qu, John Wright:
A Geometric Analysis of Phase Retrieval. Found. Comput. Math. 18(5): 1131-1198 (2018) - [j9]Xingcan Qian, Qing Qu, Lei Li, Xin Ran, Limei Zuo, Rui Huang, Qiang Wang:
Ultrasensitive Electrochemical Detection of Clostridium perfringens DNA Based Morphology-Dependent DNA Adsorption Properties of CeO2 Nanorods in Dairy Products. Sensors 18(6): 1878 (2018) - 2017
- [j8]Ju Sun, Qing Qu, John Wright:
Complete Dictionary Recovery Over the Sphere I: Overview and the Geometric Picture. IEEE Trans. Inf. Theory 63(2): 853-884 (2017) - [j7]Ju Sun, Qing Qu, John Wright:
Complete Dictionary Recovery Over the Sphere II: Recovery by Riemannian Trust-Region Method. IEEE Trans. Inf. Theory 63(2): 885-914 (2017) - [c8]Qing Qu, Yuqian Zhang, Yonina C. Eldar, John Wright:
Convolutional Phase Retrieval. NIPS 2017: 6086-6096 - [i9]Qing Qu, Yuqian Zhang, Yonina C. Eldar, John Wright:
Convolutional Phase Retrieval via Gradient Descent. CoRR abs/1712.00716 (2017) - 2016
- [j6]Qing Qu, Ju Sun, John Wright:
Finding a Sparse Vector in a Subspace: Linear Sparsity Using Alternating Directions. IEEE Trans. Inf. Theory 62(10): 5855-5880 (2016) - [c7]Ju Sun, Qing Qu, John Wright:
A geometric analysis of phase retrieval. ISIT 2016: 2379-2383 - [i8]Ju Sun, Qing Qu, John Wright:
A Geometric Analysis of Phase Retrieval. CoRR abs/1602.06664 (2016) - 2015
- [j5]Qing Qu, Nasser M. Nasrabadi, Trac D. Tran:
Subspace Vertex Pursuit: A Fast and Robust Near-Separable Nonnegative Matrix Factorization Method for Hyperspectral Unmixing. IEEE J. Sel. Top. Signal Process. 9(6): 1142-1155 (2015) - [c6]Ju Sun, Qing Qu, John Wright:
Complete Dictionary Recovery Using Nonconvex Optimization. ICML 2015: 2351-2360 - [i7]Ju Sun, Qing Qu, John Wright:
Complete Dictionary Recovery over the Sphere. CoRR abs/1504.06785 (2015) - [i6]Ju Sun, Qing Qu, John Wright:
When Are Nonconvex Problems Not Scary? CoRR abs/1510.06096 (2015) - [i5]Ju Sun, Qing Qu, John Wright:
Complete Dictionary Recovery over the Sphere I: Overview and the Geometric Picture. CoRR abs/1511.03607 (2015) - [i4]Ju Sun, Qing Qu, John Wright:
Complete Dictionary Recovery over the Sphere II: Recovery by Riemannian Trust-region Method. CoRR abs/1511.04777 (2015) - 2014
- [j4]Xiaoxia Sun, Qing Qu, Nasser M. Nasrabadi, Trac D. Tran:
Structured Priors for Sparse-Representation-Based Hyperspectral Image Classification. IEEE Geosci. Remote. Sens. Lett. 11(7): 1235-1239 (2014) - [j3]Qing Qu, Nasser M. Nasrabadi, Trac D. Tran:
Abundance Estimation for Bilinear Mixture Models via Joint Sparse and Low-Rank Representation. IEEE Trans. Geosci. Remote. Sens. 52(7): 4404-4423 (2014) - [c5]Dong Yu, Cheng Yu, Qing Qu, Gongbo Tang, Chunhua Liu, Yuan Tian, Jing Yi:
An Introduction to BLCU Personal Attributes Extraction System. CIPS-SIGHAN 2014: 120-125 - [c4]Qing Qu, Xiaoxia Sun, Nasser M. Nasrabadi, Trac D. Tran:
Subspace vertex pursuit for separable non-negative matrix factorization in hyperspectral unmixing. ICASSP 2014: 8115-8119 - [c3]Qing Qu, Ju Sun, John Wright:
Finding a sparse vector in a subspace: Linear sparsity using alternating directions. NIPS 2014: 3401-3409 - [i3]Xiaoxia Sun, Qing Qu, Nasser M. Nasrabadi, Trac D. Tran:
Structured Priors for Sparse-Representation-Based Hyperspectral Image Classification. CoRR abs/1401.3818 (2014) - [i2]Qing Qu, Ju Sun, John Wright:
Finding a sparse vector in a subspace: Linear sparsity using alternating directions. CoRR abs/1412.4659 (2014) - 2013
- [j2]Jian Jin, Qing Qu, Yuantao Gu:
Robust zero-point attraction least mean square algorithm on near sparse system identification. IET Signal Process. 7(3): 210-218 (2013) - [c2]Qing Qu, Nasser M. Nasrabadi, Trac D. Tran:
Hyperspectral abundance estimation for the generalized bilinear model with joint sparsity constraint. ICASSP 2013: 2129-2133 - [c1]Qing Qu, Xiaoxia Sun, Nasser M. Nasrabadi, Trac D. Tran:
Low rank representation for bilinear abundance estimation problem. WHISPERS 2013: 1-4 - [i1]Jian Jin, Qing Qu, Yuantao Gu:
A Robust Zero-point Attraction LMS Algorithm on Near Sparse System Identification. CoRR abs/1303.2255 (2013)
2000 – 2009
- 2001
- [j1]Qinru Qiu, Qing Qu, Massoud Pedram:
Stochastic modeling of a power-managed system-construction andoptimization. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 20(10): 1200-1217 (2001)
Coauthor Index
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