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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Bibliography

2024
On A Class of Greedy Sparse Recovery Algorithms - A High Dimensional Approach.
CoRR, 2024

2023
A Provable Splitting Approach for Symmetric Nonnegative Matrix Factorization.
IEEE Trans. Knowl. Data Eng., March, 2023

2022
Local and Global Convergence of General Burer-Monteiro Tensor Optimizations.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

JFB: Jacobian-Free Backpropagation for Implicit Networks.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021
The Global Optimization Geometry of Low-Rank Matrix Optimization.
IEEE Trans. Inf. Theory, 2021

Learn to Predict Equilibria via Fixed Point Networks.
CoRR, 2021

Fixed Point Networks: Implicit Depth Models with Jacobian-Free Backprop.
CoRR, 2021

2020
The Global Geometry of Centralized and Distributed Low-rank Matrix Recovery Without Regularization.
IEEE Signal Process. Lett., 2020

2019
Optimized structured sparse sensing matrices for compressive sensing.
Signal Process., 2019

Provable Bregman-divergence based Methods for Nonconvex and Non-Lipschitz Problems.
CoRR, 2019

A hybrid gene selection method based on gene scoring strategy and improved particle swarm optimization.
BMC Bioinform., 2019

Spherical Principal Component Analysis.
Proceedings of the 2019 SIAM International Conference on Data Mining, 2019

Distributed Low-rank Matrix Factorization With Exact Consensus.
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.
Proceedings of the 36th International Conference on Machine Learning, 2019

The Geometry of Equality-constrained Global Consensus Problems.
Proceedings of the IEEE International Conference on Acoustics, 2019

The Geometric Effects of Distributing Constrained Nonconvex Optimization Problems.
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.
Proceedings of the 53rd Asilomar Conference on Signals, Systems, and Computers, 2019

2018
Global Optimality in Low-Rank Matrix Optimization.
IEEE Trans. Signal Process., 2018

On Collaborative Compressive Sensing Systems: The Framework, Design, and Algorithm.
SIAM J. Imaging Sci., 2018

Global Optimality in Distributed Low-rank Matrix Factorization.
CoRR, 2018

Dropping Symmetry for Fast Symmetric Nonnegative Matrix Factorization.
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.
Proceedings of the Intelligent Computing Theories and Application, 2018

2017
Optimized Sparse Projections for Compressive Sensing.
CoRR, 2017

The Global Optimization Geometry of Nonsymmetric Matrix Factorization and Sensing.
CoRR, 2017

Geometry of Factored Nuclear Norm Regularization.
CoRR, 2017

Jazz: A companion to music for frequency estimation with missing data.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017

The nonconvex geometry of low-rank matrix optimizations with general objective functions.
Proceedings of the 2017 IEEE Global Conference on Signal and Information Processing, 2017

Convex and nonconvex geometries of symmetric tensor factorization.
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.
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.
IEEE Trans. Signal Process., 2015

Overcomplete tensor decomposition via convex optimization.
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.
Proceedings of the IEEE 10th International Conference on Mobile Ad-Hoc and Sensor Systems, 2013


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