Simultaneous Sensing Matrix and Sparsifying Dictionary Optimization for Block-sparse Compressive Sensing. - Shuang Li 003; Qiuwei Li; Gang Li 010; Xiongxiong He; Liping Chang (MASS, 2013)

Overcomplete tensor decomposition via convex optimization. - Qiuwei Li; Ashley Prater; Lixin Shen; Gongguo Tang (CAMSAP, 2015)

Alternating Optimization of Sensing Matrix and Sparsifying Dictionary for Compressed Sensing. - Huang Bai; Gang Li 010; Sheng Li 005; Qiuwei Li; Qianru Jiang; Liping Chang (IEEE Trans. Signal Process., 2015)

Approximate support recovery of atomic line spectral estimation: A tale of resolution and precision. - Qiuwei Li; Gongguo Tang (GlobalSIP, 2016)

Convex and nonconvex geometries of symmetric tensor factorization. - Qiuwei Li; Gongguo Tang (ACSSC, 2017)

The nonconvex geometry of low-rank matrix optimizations with general objective functions. - Qiuwei Li; Gongguo Tang (GlobalSIP, 2017)

Jazz: A companion to music for frequency estimation with missing data. - Qiuwei Li; Shuang Li 003; Hassan Mansour; Michael B. Wakin; Dehui Yang; Zhihui Zhu (ICASSP, 2017)

Geometry of Factored Nuclear Norm Regularization. - Qiuwei Li; Zhihui Zhu; Gongguo Tang (CoRR, 2017)

The Global Optimization Geometry of Nonsymmetric Matrix Factorization and Sensing. - Zhihui Zhu; Qiuwei Li; Gongguo Tang; Michael B. Wakin (CoRR, 2017)

Optimized Sparse Projections for Compressive Sensing. - Tao Hong 006; Xiao Li 009; Zhihui Zhu; Qiuwei Li (CoRR, 2017)

An Improved Double Hidden-Layer Variable Length Incremental Extreme Learning Machine Based on Particle Swarm Optimization. - Qiuwei Li; Fei Han 001; Qinghua Ling (ICIC (2), 2018)

Dropping Symmetry for Fast Symmetric Nonnegative Matrix Factorization. - Zhihui Zhu; Xiao Li 009; Kai Liu 018; Qiuwei Li (NeurIPS, 2018)

Global Optimality in Distributed Low-rank Matrix Factorization. - Zhihui Zhu; Qiuwei Li; Gongguo Tang; Michael B. Wakin (CoRR, 2018)

On Collaborative Compressive Sensing Systems: The Framework, Design, and Algorithm. - Zhihui Zhu; Gang Li 010; Jiajun Ding; Qiuwei Li; Xiongxiong He (SIAM J. Imaging Sci., 2018)

Global Optimality in Low-Rank Matrix Optimization. - Zhihui Zhu; Qiuwei Li; Gongguo Tang; Michael B. Wakin (IEEE Trans. Signal Process., 2018)

The Local Geometry of Orthogonal Dictionary Learning using L1 Minimization. - Qiuwei Li; Zhihui Zhu; Michael B. Wakin; Gongguo Tang (ACSSC, 2019)

The Geometric Effects of Distributing Constrained Nonconvex Optimization Problems. - Qiuwei Li; Xinshuo Yang; Zhihui Zhu; Gongguo Tang; Michael B. Wakin (CAMSAP, 2019)

The Geometry of Equality-constrained Global Consensus Problems. - Qiuwei Li; Zhihui Zhu; Gongguo Tang; Michael B. Wakin (ICASSP, 2019)

Alternating Minimizations Converge to Second-Order Optimal Solutions. - Qiuwei Li; Zhihui Zhu; Gongguo Tang (ICML, 2019)

Distributed Low-rank Matrix Factorization With Exact Consensus. - Zhihui Zhu; Qiuwei Li; Xinshuo Yang; Gongguo Tang; Michael B. Wakin (NeurIPS, 2019)

Spherical Principal Component Analysis. - Kai Liu 018; Qiuwei Li; Hua Wang 007; Gongguo Tang (SDM, 2019)

A hybrid gene selection method based on gene scoring strategy and improved particle swarm optimization. - Fei Han 001; Di Tang; Yu-Wen-Tian Sun; Zhun Cheng; Jing Jiang 021; Qiuwei Li (BMC Bioinform., 2019)

Provable Bregman-divergence based Methods for Nonconvex and Non-Lipschitz Problems. - Qiuwei Li; Zhihui Zhu; Gongguo Tang; Michael B. Wakin (CoRR, 2019)

Optimized structured sparse sensing matrices for compressive sensing. - Tao Hong 006; Xiao Li 009; Zhihui Zhu; Qiuwei Li (Signal Process., 2019)

The Global Geometry of Centralized and Distributed Low-rank Matrix Recovery Without Regularization. - Shuang Li 003; Qiuwei Li; Zhihui Zhu; Gongguo Tang; Michael B. Wakin (IEEE Signal Process. Lett., 2020)

Fixed Point Networks: Implicit Depth Models with Jacobian-Free Backprop. - Samy Wu Fung; Howard Heaton; Qiuwei Li; Daniel McKenzie; Stanley J. Osher; Wotao Yin (CoRR, 2021)

Learn to Predict Equilibria via Fixed Point Networks. - Howard Heaton; Daniel McKenzie; Qiuwei Li; Samy Wu Fung; Stanley J. Osher; Wotao Yin (CoRR, 2021)

The Global Optimization Geometry of Low-Rank Matrix Optimization. - Zhihui Zhu; Qiuwei Li; Gongguo Tang; Michael B. Wakin (IEEE Trans. Inf. Theory, 2021)

JFB: Jacobian-Free Backpropagation for Implicit Networks. - Samy Wu Fung; Howard Heaton; Qiuwei Li; Daniel McKenzie; Stanley J. Osher; Wotao Yin (AAAI, 2022)

Local and Global Convergence of General Burer-Monteiro Tensor Optimizations. - Shuang Li; Qiuwei Li (AAAI, 2022)

A Provable Splitting Approach for Symmetric Nonnegative Matrix Factorization. - Xiao Li 009; Zhihui Zhu; Qiuwei Li; Kai Liu 018 (IEEE Trans. Knowl. Data Eng., 2023)

On A Class of Greedy Sparse Recovery Algorithms - A High Dimensional Approach. - Gang Li; Qiuwei Li; Shuang Li; Wu Angela Li (CoRR, 2024)

Three-Operator Splitting for Learning to Predict Equilibria in Convex Games. - Daniel McKenzie; Howard Heaton; Qiuwei Li; Samy Wu Fung; Stanley J. Osher; Wotao Yin (SIAM J. Math. Data Sci., 2024)