Xiongjun Zhang

36 papers B 1Journal 34Unranked 1

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Low-Rank Tensor Learning by Generalized Nonconvex Regularization. IEEE Trans. Pattern Anal. Mach. Intell. Sijia Xia, Michael Ng, Xiongjun Zhang
2025	J	`jnl`	Hyperspectral Image Denoising via Transformed Tensor Nuclear Norm and Nonconvex Regularization in Spatial-Spectral Gradient Domains. IEEE Trans. Geosci. Remote. Sens. Duo Qiu, Tao Li, Xiongjun Zhang
2025	J	`jnl`	Noisy Non-Negative Tucker Decomposition With Sparse Factors and Missing Data. Numer. Linear Algebra Appl. Xiongjun Zhang, Michael K. Ng
2025	J	`jnl`	Poisson Tensor Completion via Nonconvex Regularization and Nonlocal Self-Similarity for Multi-dimensional Image Recovery. J. Sci. Comput. Duo Qiu, Sijia Xia, Bei Yang, Bo Li, Xiongjun Zhang
2024	J	`jnl`	Low-Rank Tensor Learning by Generalized Nonconvex Regularization. CoRR Sijia Xia, Michael K. Ng, Xiongjun Zhang
2024	J	`jnl`	Robust Tensor Completion via Dictionary Learning and Generalized Nonconvex Regularization for Visual Data Recovery. IEEE Trans. Circuits Syst. Video Technol. Duo Qiu, Bei Yang, Xiongjun Zhang
2024	J	`jnl`	Tensor factorization via transformed tensor-tensor product for image alignment. Numer. Algorithms Sijia Xia, Duo Qiu, Xiongjun Zhang
2023	J	`jnl`	A Learnable Group-Tube Transform Induced Tensor Nuclear Norm and Its Application for Tensor Completion. SIAM J. Imaging Sci. Ben-Zheng Li, Xi-Le Zhao, Xiongjun Zhang, Teng-Yu Ji, Xinyu Chen, Michael K. P. Ng
2023	J	`jnl`	Robust Low Transformed Multi-Rank Tensor Completion With Deep Prior Regularization for Multi-Dimensional Image Recovery. IEEE Trans. Big Data Yao Li, Duo Qiu, Xiongjun Zhang
2023	J	`jnl`	Tensor completion via convolutional sparse coding with small samples-based training. Pattern Recognit. Tianchi Liao, Zhebin Wu, Chuan Chen, Zibin Zheng, Xiongjun Zhang
2022	J	`jnl`	Low Rank Tensor Completion With Poisson Observations. IEEE Trans. Pattern Anal. Mach. Intell. Xiongjun Zhang, Michael K. Ng
2022	J	`jnl`	Nonlinear Transform Induced Tensor Nuclear Norm for Tensor Completion. J. Sci. Comput. Ben-Zheng Li, Xi-Le Zhao, Teng-Yu Ji, Xiongjun Zhang, Ting-Zhu Huang
2022	J	`jnl`	Robust tensor train component analysis. Numer. Linear Algebra Appl. Xiongjun Zhang, Michael K. Ng
2022	J	`jnl`	Sparse Nonnegative Tensor Factorization and Completion With Noisy Observations. IEEE Trans. Inf. Theory Xiongjun Zhang, Michael K. Ng
2022	J	`jnl`	Sparse Nonnegative Tucker Decomposition and Completion under Noisy Observations. CoRR Xiongjun Zhang, Michael K. Ng
2022	J	`jnl`	Tensor Factorization via Transformed Tensor-Tensor Product for Image Alignment. CoRR Sijia Xia, Duo Qiu, Xiongjun Zhang
2021	J	`jnl`	Auto-weighted robust low-rank tensor completion via tensor-train. Inf. Sci. Chuan Chen, Zhebin Wu, Zitai Chen, Zibin Zheng, Xiongjun Zhang
2021	J	`jnl`	Nonlinear Transform Induced Tensor Nuclear Norm for Tensor Completion. CoRR Ben-Zheng Li, Xi-Le Zhao, Teng-Yu Ji, Xiongjun Zhang, Ting-Zhu Huang
2021	J	`jnl`	Orthogonal Nonnegative Tucker Decomposition. SIAM J. Sci. Comput. Junjun Pan, Michael K. Ng, Ye Liu, Xiongjun Zhang, Hong Yan
2021	J	`jnl`	Robust Low Transformed Multi-Rank Tensor Methods for Image Alignment. J. Sci. Comput. Duo Qiu, Minru Bai, Michael K. Ng, Xiongjun Zhang
2021	J	`jnl`	Robust low-rank tensor completion via transformed tensor nuclear norm with total variation regularization. Neurocomputing Duo Qiu, Minru Bai, Michael K. Ng, Xiongjun Zhang
2020	J	`jnl`	Fast algorithm with theoretical guarantees for constrained low-tubal-rank tensor recovery in hyperspectral images denoising. Neurocomputing Xi-Le Zhao, Hao Zhang, Tai-Xiang Jiang, Michael K. Ng, Xiongjun Zhang
2020	J	`jnl`	On O( max {n CoRR Guang-Jing Song, Michael K. Ng, Xiongjun Zhang
2020	J	`jnl`	Patched-tube unitary transform for robust tensor completion. Pattern Recognit. Michael K. Ng, Xiongjun Zhang, Xi-Le Zhao
2020	J	`jnl`	Robust tensor completion using transformed tensor singular value decomposition. Numer. Linear Algebra Appl. Guang-Jing Song, Michael K. Ng, Xiongjun Zhang
2020	J	`jnl`	Sparse Nonnegative Tensor Factorization and Completion with Noisy Observations. CoRR Xiongjun Zhang, Michael K. Ng
2019	J	`jnl`	A Corrected Tensor Nuclear Norm Minimization Method for Noisy Low-Rank Tensor Completion. SIAM J. Imaging Sci. Xiongjun Zhang, Michael K. Ng
2019	J	`jnl`	A Fast Algorithm for Solving Linear Inverse Problems with Uniform Noise Removal. J. Sci. Comput. Xiongjun Zhang, Michael K. Ng
2019	J	`jnl`	A Nonconvex Relaxation Approach to Low-Rank Tensor Completion. IEEE Trans. Neural Networks Learn. Syst. Xiongjun Zhang
2019	J	`jnl`	Orthogonal Nonnegative Tucker Decomposition. CoRR Junjun Pan, Michael K. Ng, Ye Liu, Xiongjun Zhang, Hong Yan
2019	J	`jnl`	Robust Tensor Completion Using Transformed Tensor SVD. CoRR Guang-Jing Song, Michael K. Ng, Xiongjun Zhang
2018	J	`jnl`	A Fast Algorithm for Deconvolution and Poisson Noise Removal. J. Sci. Comput. Xiongjun Zhang, Michael K. Ng, Minru Bai
2018	—	`conf`	An Implementable Accelerated Alternating Direction Method of Multipliers for Low-Rank Tensor Completion. iThings/GreenCom/CPSCom/SmartData Duo Qiu, Hu Zhu, Xiongjun Zhang
2018	B	`conf`	Structured Convex Optimization Method for Orthogonal Nonnegative Matrix Factorization. ICPR Junjun Pan, Michael K. Ng, Xiongjun Zhang
2017	J	`jnl`	Nonconvex-TV Based Image Restoration with Impulse Noise Removal. SIAM J. Imaging Sci. Xiongjun Zhang, Minru Bai, Michael K. Ng
2016	J	`jnl`	An Adaptive Correction Approach for Tensor Completion. SIAM J. Imaging Sci. Minru Bai, Xiongjun Zhang, Guyan Ni, Chunfeng Cui