Xiongjun Zhang

According to our database, Xiongjun Zhang authored at least 26 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Tensor factorization via transformed tensor-tensor product for image alignment.

Sijia Xia, Duo Qiu, Xiongjun Zhang

Numer. Algorithms, March, 2024

2023

Robust Low Transformed Multi-Rank Tensor Completion With Deep Prior Regularization for Multi-Dimensional Image Recovery.

Yao Li, Duo Qiu, Xiongjun Zhang

IEEE Trans. Big Data, October, 2023

A Learnable Group-Tube Transform Induced Tensor Nuclear Norm and Its Application for Tensor Completion.

Ben-Zheng Li, Xi-Le Zhao, Xiongjun Zhang, Teng-Yu Ji, Xinyu Chen, Michael K. P. Ng

SIAM J. Imaging Sci., September, 2023

Tensor completion via convolutional sparse coding with small samples-based training.

Tianchi Liao, Zhebin Wu, Chuan Chen, Zibin Zheng, Xiongjun Zhang

Pattern Recognit., September, 2023

2022

Sparse Nonnegative Tensor Factorization and Completion With Noisy Observations.

Xiongjun Zhang, Michael K. Ng

IEEE Trans. Inf. Theory, 2022

Low Rank Tensor Completion With Poisson Observations.

Xiongjun Zhang, Michael K. Ng

IEEE Trans. Pattern Anal. Mach. Intell., 2022

Robust tensor train component analysis.

Xiongjun Zhang, Michael K. Ng

Numer. Linear Algebra Appl., 2022

Nonlinear Transform Induced Tensor Nuclear Norm for Tensor Completion.

Ben-Zheng Li, Xi-Le Zhao, Teng-Yu Ji, Xiongjun Zhang, Ting-Zhu Huang

J. Sci. Comput., 2022

Sparse Nonnegative Tucker Decomposition and Completion under Noisy Observations.

Xiongjun Zhang, Michael K. Ng

CoRR, 2022

2021

Orthogonal Nonnegative Tucker Decomposition.

Junjun Pan, Michael K. Ng, Ye Liu, Xiongjun Zhang, Hong Yan

SIAM J. Sci. Comput., 2021

Robust Low Transformed Multi-Rank Tensor Methods for Image Alignment.

Duo Qiu, Minru Bai, Michael K. Ng, Xiongjun Zhang

J. Sci. Comput., 2021

Auto-weighted robust low-rank tensor completion via tensor-train.

Chuan Chen, Zhebin Wu, Zitai Chen, Zibin Zheng, Xiongjun Zhang

Inf. Sci., 2021

Robust low-rank tensor completion via transformed tensor nuclear norm with total variation regularization.

Duo Qiu, Minru Bai, Michael K. Ng, Xiongjun Zhang

Neurocomputing, 2021

2020

Patched-tube unitary transform for robust tensor completion.

Michael K. Ng, Xiongjun Zhang, Xi-Le Zhao

Pattern Recognit., 2020

Robust tensor completion using transformed tensor singular value decomposition.

Guang-Jing Song, Michael K. Ng, Xiongjun Zhang

Numer. Linear Algebra Appl., 2020

Fast algorithm with theoretical guarantees for constrained low-tubal-rank tensor recovery in hyperspectral images denoising.

Xi-Le Zhao, Hao Zhang, Tai-Xiang Jiang, Michael K. Ng, Xiongjun Zhang

Neurocomputing, 2020

On O( max {n₁, n₂} log ( max {n₁, n₂} n₃)) Sample Entries for n₁ × n₂ × n₃ Tensor Completion via Unitary Transformation.

Guang-Jing Song, Michael K. Ng, Xiongjun Zhang

CoRR, 2020

2019

A Nonconvex Relaxation Approach to Low-Rank Tensor Completion.

Xiongjun Zhang

IEEE Trans. Neural Networks Learn. Syst., 2019

A Corrected Tensor Nuclear Norm Minimization Method for Noisy Low-Rank Tensor Completion.

Xiongjun Zhang, Michael K. Ng

SIAM J. Imaging Sci., 2019

A Fast Algorithm for Solving Linear Inverse Problems with Uniform Noise Removal.

Xiongjun Zhang, Michael K. Ng

J. Sci. Comput., 2019

Robust Tensor Completion Using Transformed Tensor SVD.

Guang-Jing Song, Michael K. Ng, Xiongjun Zhang

CoRR, 2019

2018

A Fast Algorithm for Deconvolution and Poisson Noise Removal.

Xiongjun Zhang, Michael K. Ng, Minru Bai

J. Sci. Comput., 2018

An Implementable Accelerated Alternating Direction Method of Multipliers for Low-Rank Tensor Completion.

Duo Qiu, Hu Zhu, Xiongjun Zhang

Proceedings of the IEEE International Conference on Internet of Things (iThings) and IEEE Green Computing and Communications (GreenCom) and IEEE Cyber, 2018

Structured Convex Optimization Method for Orthogonal Nonnegative Matrix Factorization.

JunJun Pan, Michael K. Ng, Xiongjun Zhang

Proceedings of the 24th International Conference on Pattern Recognition, 2018

2017

Nonconvex-TV Based Image Restoration with Impulse Noise Removal.

Xiongjun Zhang, Minru Bai, Michael K. Ng

SIAM J. Imaging Sci., 2017

2016

An Adaptive Correction Approach for Tensor Completion.

Minru Bai, Xiongjun Zhang, Guyan Ni, Chunfeng Cui

SIAM J. Imaging Sci., 2016