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2020 – today
- 2024
[i17]Gang Li, Qiuwei Li, Shuang Li, Wu Angela Li:
On A Class of Greedy Sparse Recovery Algorithms - A High Dimensional Approach. CoRR abs/2402.15944 (2024)- 2023
- [j8]Xiao Li
, Zhihui Zhu, Qiuwei Li, Kai Liu:
A Provable Splitting Approach for Symmetric Nonnegative Matrix Factorization. IEEE Trans. Knowl. Data Eng. 35(3): 2206-2219 (2023) - [i16]Xiao Li, Zhihui Zhu, Qiuwei Li, Kai Liu:
A Provable Splitting Approach for Symmetric Nonnegative Matrix Factorization. CoRR abs/2301.10499 (2023) - 2022
- [c17]Samy Wu Fung, Howard Heaton, Qiuwei Li, Daniel McKenzie, Stanley J. Osher, Wotao Yin:
JFB: Jacobian-Free Backpropagation for Implicit Networks. AAAI 2022: 6648-6656 - [c16]Shuang Li, Qiuwei Li:
Local and Global Convergence of General Burer-Monteiro Tensor Optimizations. AAAI 2022: 10266-10274 - [i15]Shuang Li, Qiuwei Li:
Local and Global Convergence of General Burer-Monteiro Tensor Optimizations. CoRR abs/2201.02298 (2022) - 2021
- [j7]Zhihui Zhu, Qiuwei Li, Gongguo Tang, Michael B. Wakin:
The Global Optimization Geometry of Low-Rank Matrix Optimization. IEEE Trans. Inf. Theory 67(2): 1308-1331 (2021) - [i14]Samy Wu Fung, Howard Heaton, Qiuwei Li, Daniel McKenzie, Stanley J. Osher, Wotao Yin:
Fixed Point Networks: Implicit Depth Models with Jacobian-Free Backprop. CoRR abs/2103.12803 (2021) - [i13]Howard Heaton, Daniel McKenzie, Qiuwei Li, Samy Wu Fung, Stanley J. Osher, Wotao Yin:
Learn to Predict Equilibria via Fixed Point Networks. CoRR abs/2106.00906 (2021) - 2020
- [j6]Shuang Li, Qiuwei Li, Zhihui Zhu, Gongguo Tang, Michael B. Wakin:
The Global Geometry of Centralized and Distributed Low-rank Matrix Recovery Without Regularization. IEEE Signal Process. Lett. 27: 1400-1404 (2020)
2010 – 2019
- 2019
- [j5]Fei Han, Di Tang, Yu-Wen-Tian Sun, Zhun Cheng, Jing Jiang, Qiuwei Li:
A hybrid gene selection method based on gene scoring strategy and improved particle swarm optimization. BMC Bioinform. 20-S(8): 289:1-289:13 (2019) - [j4]Tao Hong, Xiao Li, Zhihui Zhu, Qiuwei Li:
Optimized structured sparse sensing matrices for compressive sensing. Signal Process. 159: 119-129 (2019) - [c15]Qiuwei Li, Zhihui Zhu, Michael B. Wakin, Gongguo Tang:
The Local Geometry of Orthogonal Dictionary Learning using L1 Minimization. ACSSC 2019: 1217-1221 - [c14]Qiuwei Li, Xinshuo Yang, Zhihui Zhu, Gongguo Tang, Michael B. Wakin:
The Geometric Effects of Distributing Constrained Nonconvex Optimization Problems. CAMSAP 2019: 16-20 - [c13]Qiuwei Li, Zhihui Zhu, Gongguo Tang, Michael B. Wakin:
The Geometry of Equality-constrained Global Consensus Problems. ICASSP 2019: 7928-7932 - [c12]Qiuwei Li, Zhihui Zhu, Gongguo Tang:
Alternating Minimizations Converge to Second-Order Optimal Solutions. ICML 2019: 3935-3943 - [c11]Zhihui Zhu, Qiuwei Li, Xinshuo Yang, Gongguo Tang, Michael B. Wakin:
Distributed Low-rank Matrix Factorization With Exact Consensus. NeurIPS 2019: 8420-8430 - [c10]Kai Liu, Qiuwei Li, Hua Wang, Gongguo Tang:
Spherical Principal Component Analysis. SDM 2019: 387-395 - [i12]Kai Liu, Qiuwei Li, Hua Wang, Gongguo Tang:
Spherical Principal Component Analysis. CoRR abs/1903.06877 (2019) - [i11]Qiuwei Li, Zhihui Zhu, Gongguo Tang, Michael B. Wakin:
Provable Bregman-divergence based Methods for Nonconvex and Non-Lipschitz Problems. CoRR abs/1904.09712 (2019) - 2018
- [j3]Zhihui Zhu, Gang Li, Jiajun Ding, Qiuwei Li, Xiongxiong He:
On Collaborative Compressive Sensing Systems: The Framework, Design, and Algorithm. SIAM J. Imaging Sci. 11(2): 1717-1758 (2018) - [j2]Zhihui Zhu, Qiuwei Li, Gongguo Tang, Michael B. Wakin:
Global Optimality in Low-Rank Matrix Optimization. IEEE Trans. Signal Process. 66(13): 3614-3628 (2018) - [c9]Qiuwei Li, Fei Han, Qinghua Ling:
An Improved Double Hidden-Layer Variable Length Incremental Extreme Learning Machine Based on Particle Swarm Optimization. ICIC (2) 2018: 34-43 - [c8]Zhihui Zhu, Xiao Li, Kai Liu, Qiuwei Li:
Dropping Symmetry for Fast Symmetric Nonnegative Matrix Factorization. NeurIPS 2018: 5160-5170 - [i10]Zhihui Zhu, Qiuwei Li, Gongguo Tang, Michael B. Wakin:
Global Optimality in Distributed Low-rank Matrix Factorization. CoRR abs/1811.03129 (2018) - [i9]Zhihui Zhu, Xiao Li, Kai Liu, Qiuwei Li:
Dropping Symmetry for Fast Symmetric Nonnegative Matrix Factorization. CoRR abs/1811.05642 (2018) - 2017
- [c7]Qiuwei Li, Gongguo Tang:
Convex and nonconvex geometries of symmetric tensor factorization. ACSSC 2017: 305-309 - [c6]Qiuwei Li, Gongguo Tang:
The nonconvex geometry of low-rank matrix optimizations with general objective functions. GlobalSIP 2017: 1235-1239 - [c5]Zhihui Zhu, Qiuwei Li, Gongguo Tang, Michael B. Wakin:
Global optimality in low-rank matrix optimization. GlobalSIP 2017: 1275-1279 - [c4]Qiuwei Li, Shuang Li, Hassan Mansour, Michael B. Wakin, Dehui Yang, Zhihui Zhu:
Jazz: A companion to music for frequency estimation with missing data. ICASSP 2017: 3236-3240 - [i8]Zhihui Zhu, Qiuwei Li, Gongguo Tang, Michael B. Wakin:
Global Optimality in Low-rank Matrix Optimization. CoRR abs/1702.07945 (2017) - [i7]Zhihui Zhu, Qiuwei Li, Gongguo Tang, Michael B. Wakin:
The Global Optimization Geometry of Nonsymmetric Matrix Factorization and Sensing. CoRR abs/1703.01256 (2017) - [i6]Qiuwei Li, Zhihui Zhu, Gongguo Tang:
Geometry of Factored Nuclear Norm Regularization. CoRR abs/1704.01265 (2017) - [i5]Zhihui Zhu, Gang Li, Jiajun Ding, Qiuwei Li, Xiongxiong He:
On Collaborative Compressive Sensing Systems: The Framework, Design and Algorithm. CoRR abs/1709.06616 (2017) - [i4]Tao Hong, Xiao Li, Zhihui Zhu, Qiuwei Li:
Optimized Sparse Projections for Compressive Sensing. CoRR abs/1709.06895 (2017) - 2016
- [c3]Qiuwei Li, Gongguo Tang:
Approximate support recovery of atomic line spectral estimation: A tale of resolution and precision. GlobalSIP 2016: 153-156 - [i3]Qiuwei Li, Ashley Prater, Lixin Shen, Gongguo Tang:
Overcomplete Tensor Decomposition via Convex Optimization. CoRR abs/1602.08614 (2016) - [i2]Qiuwei Li, Gongguo Tang:
The Nonconvex Geometry of Low-Rank Matrix Optimizations with General Objective Functions. CoRR abs/1611.03060 (2016) - [i1]Qiuwei Li, Gongguo Tang:
Approximate Support Recovery of Atomic Line Spectral Estimation: A Tale of Resolution and Precision. CoRR abs/1612.01459 (2016) - 2015
- [j1]Huang Bai, Gang Li, Sheng Li, Qiuwei Li, Qianru Jiang, Liping Chang:
Alternating Optimization of Sensing Matrix and Sparsifying Dictionary for Compressed Sensing. IEEE Trans. Signal Process. 63(6): 1581-1594 (2015) - [c2]Qiuwei Li, Ashley Prater, Lixin Shen, Gongguo Tang:
Overcomplete tensor decomposition via convex optimization. CAMSAP 2015: 53-56 - 2013
- [c1]Shuang Li, Qiuwei Li, Gang Li, Xiongxiong He, Liping Chang:
Simultaneous Sensing Matrix and Sparsifying Dictionary Optimization for Block-sparse Compressive Sensing. MASS 2013: 597-602
Coauthor Index
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