Qiuwei Li

Orcid: 0000-0002-2306-6649

According to our database¹, Qiuwei Li authored at least 32 papers between 2013 and 2024.

Collaborative distances:

Dijkstra number² of five.
Erdős number³ of four.

Timeline

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On csauthors.net:

Bibliography

2024

On A Class of Greedy Sparse Recovery Algorithms - A High Dimensional Approach.

[BibT_eX]

[DOI]

CoRR, 2024

2023

A Provable Splitting Approach for Symmetric Nonnegative Matrix Factorization.

[BibT_eX]

[DOI]

IEEE Trans. Knowl. Data Eng., March, 2023

2022

Local and Global Convergence of General Burer-Monteiro Tensor Optimizations.

[BibT_eX]

[DOI]

Shuang Li

Qiuwei Li

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

JFB: Jacobian-Free Backpropagation for Implicit Networks.

[BibT_eX]

[DOI]

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

The Global Optimization Geometry of Low-Rank Matrix Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Inf. Theory, 2021

Learn to Predict Equilibria via Fixed Point Networks.

[BibT_eX]

[DOI]

CoRR, 2021

Fixed Point Networks: Implicit Depth Models with Jacobian-Free Backprop.

[BibT_eX]

[DOI]

CoRR, 2021

2020

The Global Geometry of Centralized and Distributed Low-rank Matrix Recovery Without Regularization.

[BibT_eX]

[DOI]

IEEE Signal Process. Lett., 2020

2019

Optimized structured sparse sensing matrices for compressive sensing.

[BibT_eX]

[DOI]

Signal Process., 2019

Provable Bregman-divergence based Methods for Nonconvex and Non-Lipschitz Problems.

[BibT_eX]

[DOI]

CoRR, 2019

A hybrid gene selection method based on gene scoring strategy and improved particle swarm optimization.

[BibT_eX]

[DOI]

BMC Bioinform., 2019

Spherical Principal Component Analysis.

[BibT_eX]

[DOI]

Proceedings of the 2019 SIAM International Conference on Data Mining, 2019

Distributed Low-rank Matrix Factorization With Exact Consensus.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Alternating Minimizations Converge to Second-Order Optimal Solutions.

[BibT_eX]

[DOI]

Qiuwei Li

Zhihui Zhu

Gongguo Tang

Proceedings of the 36th International Conference on Machine Learning, 2019

The Geometry of Equality-constrained Global Consensus Problems.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Acoustics, 2019

The Geometric Effects of Distributing Constrained Nonconvex Optimization Problems.

[BibT_eX]

[DOI]

Proceedings of the 8th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2019

The Local Geometry of Orthogonal Dictionary Learning using L1 Minimization.

[BibT_eX]

[DOI]

Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

2018

Global Optimality in Low-Rank Matrix Optimization.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2018

On Collaborative Compressive Sensing Systems: The Framework, Design, and Algorithm.

[BibT_eX]

[DOI]

SIAM J. Imaging Sci., 2018

Global Optimality in Distributed Low-rank Matrix Factorization.

[BibT_eX]

[DOI]

CoRR, 2018

Dropping Symmetry for Fast Symmetric Nonnegative Matrix Factorization.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

An Improved Double Hidden-Layer Variable Length Incremental Extreme Learning Machine Based on Particle Swarm Optimization.

[BibT_eX]

[DOI]

Qiuwei Li

Fei Han

Qinghua Ling

Proceedings of the Intelligent Computing Theories and Application, 2018

2017

Optimized Sparse Projections for Compressive Sensing.

[BibT_eX]

[DOI]

CoRR, 2017

The Global Optimization Geometry of Nonsymmetric Matrix Factorization and Sensing.

[BibT_eX]

[DOI]

CoRR, 2017

Geometry of Factored Nuclear Norm Regularization.

[BibT_eX]

[DOI]

Qiuwei Li

Zhihui Zhu

Gongguo Tang

CoRR, 2017

Jazz: A companion to music for frequency estimation with missing data.

[BibT_eX]

[DOI]

Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

The nonconvex geometry of low-rank matrix optimizations with general objective functions.

[BibT_eX]

[DOI]

Qiuwei Li

Gongguo Tang

Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

Convex and nonconvex geometries of symmetric tensor factorization.

[BibT_eX]

[DOI]

Qiuwei Li

Gongguo Tang

Proceedings of the 51st Asilomar Conference on Signals, Systems, and Computers, 2017

2016

Approximate support recovery of atomic line spectral estimation: A tale of resolution and precision.

[BibT_eX]

[DOI]

Qiuwei Li

Gongguo Tang

Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

2015

Alternating Optimization of Sensing Matrix and Sparsifying Dictionary for Compressed Sensing.

[BibT_eX]

[DOI]

IEEE Trans. Signal Process., 2015

Overcomplete tensor decomposition via convex optimization.

[BibT_eX]

[DOI]

Proceedings of the 6th IEEE International Workshop on Computational Advances in Multi-Sensor Adaptive Processing, 2015

2013

Simultaneous Sensing Matrix and Sparsifying Dictionary Optimization for Block-sparse Compressive Sensing.

[BibT_eX]

[DOI]

Proceedings of the IEEE 10th International Conference on Mobile Ad-Hoc and Sensor Systems, 2013

Qiuwei Li

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