Xiao Li

Orcid: 0000-0001-5577-6963

Affiliations:

Chinese University of Hong Kong, School of Data Science, Shenzhen, China
Chinese University of Hong Kong, Department of Electronic Engineering, Hong Kong (PhD 2020)

According to our database¹, Xiao Li authored at least 15 papers between 2017 and 2023.

Collaborative distances:

Dijkstra number² of five.
Erdős number³ of four.

Timeline

Legend:

Book

In proceedings

Article

PhD thesis

Dataset

Other

Bibliography

2023

A Provable Splitting Approach for Symmetric Nonnegative Matrix Factorization.

[BibT_eX]

[DOI]

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

2021

Weakly Convex Optimization over Stiefel Manifold Using Riemannian Subgradient-Type Methods.

[BibT_eX]

[DOI]

SIAM J. Optim., 2021

2020

Nonconvex Robust Low-Rank Matrix Recovery.

[BibT_eX]

[DOI]

SIAM J. Optim., 2020

Exact Recovery of Multichannel Sparse Blind Deconvolution via Gradient Descent.

[BibT_eX]

[DOI]

Qing Qu

Xiao Li

Zhihui Zhu

SIAM J. Imaging Sci., 2020

Finding the Sparsest Vectors in a Subspace: Theory, Algorithms, and Applications.

[BibT_eX]

[DOI]

CoRR, 2020

Geometric Analysis of Nonconvex Optimization Landscapes for Overcomplete Learning.

[BibT_eX]

[DOI]

Proceedings of the 8th International Conference on Learning Representations, 2020

2019

Optimized structured sparse sensing matrices for compressive sensing.

[BibT_eX]

[DOI]

Signal Process., 2019

Analysis of the Optimization Landscapes for Overcomplete Representation Learning.

[BibT_eX]

[DOI]

CoRR, 2019

Nonsmooth Optimization over Stiefel Manifold: Riemannian Subgradient Methods.

[BibT_eX]

[DOI]

CoRR, 2019

Incremental Methods for Weakly Convex Optimization.

[BibT_eX]

[DOI]

CoRR, 2019

A Nonconvex Approach for Exact and Efficient Multichannel Sparse Blind Deconvolution.

[BibT_eX]

[DOI]

Qing Qu

Xiao Li

Zhihui Zhu

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

Exact and Efficient Multi-Channel Sparse Blind Deconvolution - A Nonconvex Approach.

[BibT_eX]

[DOI]

Qing Qu

Xiao Li

Zhihui Zhu

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

2018

Convergence Analysis of Alternating Nonconvex Projections.

[BibT_eX]

[DOI]

Zhihui Zhu

Xiao Li

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

2017

Optimized Sparse Projections for Compressive Sensing.

[BibT_eX]

[DOI]

CoRR, 2017

Xiao Li

Timeline

Legend:

Links

Online presence:

On csauthors.net:

Bibliography

Loading...