Jize Xue

About MeHe received the M.S. dgree in Control Engineering and the Ph.D. degree in Control Science and Engineering from Northwestern Polytechnical University, Xi’an, China in 2017 and 2022, respectively. He was a joint Ph.D. Student with the Department of Telecommunications and Information Processing, Ghent University, Ghent, Belgium. He is currently an associate professor with the School of Communications and Information Engineering, Xi’an University of Posts & Telecommunications, Xi’an, China. His research interests include hyperspectral imaging, tensor modeling, and deep learning. 

                                Experience
                                2022.12~now          Associate professor in Xi'an University of Posts & Telecommunications 
2017.3~2022.12   Ph.D in Northwestern Polytechnical University 
2019.4~2021.8      Joint Ph.D in Ghent University 
2014.9~2017.4      M.Sc in Northwestern Polytechnical University 

Selected Publication
                                  *For full publication list, please visit [google scholar][researchgate] 
                                      
                                                    When Laplacian Scale Mixture Meets Three-Layer Transform: A Parametric Tensor Sparsity for Tensor Completion
                                                    
                                                    Jize Xue, Yong-Qiang Zhao, Yuanyang Bu and Jonathan Cheung-Wai Chan
                                                    
                                              	    IEEE Transactions on Cybernetics, 52 (12), 13887-13901, 2022.
                                                    
                                                    JCR1区, IF=19.118, ESI Highly Cited Paper  
                                                    
                                                   [Paper]
                                                    
                                                    Multi-Layer Sparsity-based Tensor Decomposition for Low-rank Tensor Completion
                                                    
                                                    Jize Xue, Yong-Qiang Zhao, Shaoguang Huang, Wenzhi Liao and Jonathan Cheung-Wai Chan
                                                    
                                              	    IEEE Transactions on Neural Networks and Learning Systems, 33 (11), 6916-6930, 2022.
                                                    
                                                    JCR1区, IF=10.451                           
                                                    
                                                    [Paper]
                                                    
                                                    Multi-modal Core Tensor Factorization based Low-Rankness and Its Applications to Tensor Completion
                                                    
                                                    Haijin Zeng, Jize Xue, Hiêp Luong and Wilfried Philips
                                                    
                                              	    IEEE Transactions on Multimedia, 2022.
                                                    
                                                    JCR1区, IF=8.182, 通讯作者                           
                                                    
                                                    [Paper]
                                                    
                                                    Transformed Structured Sparsity with Smoothness for Hyperspectral Image Deblurring
                                                    
                                                    Jinglei Hao, Jize Xue, Yongqiang Zhao and Jonathan Cheung-Wai Chan
                                                    
                                              	    IEEE Geoscience and Remote Sensing Letters, 2022.
                                                    
                                                    JCR2区, IF= 5.343, 通讯作者                           
                                                    
                                                    [Paper]
                                                    
                                                    Spatial-Spectral Structured Sparse Low-rank Representation for Hyperspectral Image Super-resolution
                                                    
                                                    Jize Xue, Yong-Qiang Zhao, Yuanyang Bu, Wenzhi Liao, Jonathan Cheung-Wai Chan and Wilfried Philips
                                                    
                                              	    IEEE Transactions on Image Processing, vol. 30, pp. 3084- 3097, 2021.
                                                    
                                                    JCR1区, IF=10.856, ESI Highly Cited Paper                           
                                                    
                                                   [Paper]
                                                    
                                                    Enhanced Sparsity Prior Model for Low-Rank Tensor Completion           

                                                    Jize Xue, Yong-Qiang Zhao, Wenzhi Liao and Jonathan Cheung-Wai Chan    

                                                    IEEE Transactions on Neural Networks and Learning Systems, 31(11), pp. 4567-4581, 2020.
                                                    
                                                    JCR1区, IF=10.451 
                                                    
                                                     [Paper]
                                                    
                                                    Nonlocal Low-Rank Regularized Tensor Decomposition for Hyperspectral Image Denoising
                                                    
                                                    Jize Xue, Yong-Qiang Zhao, Wenzhi Liao and Jonathan Cheung-Wai Chan    

                                                       IEEE Transactions on Geoscience and Remote Sensing, 57(7), pp. 5174-5189, 2019.
                                                    
                                                     JCR1区, IF=5.600, ESI Highly Cited Paper    
                                                    
                                                    [Paper]
                                                    
                                                    Joint Spatial and Spectral Low-Rank Regularization for Hyperspectral Image Denoising
                                                    
                                                    Jize Xue, Yong-Qiang Zhao, Wenzhi Liao and Jonathan Cheung-Wai Chan    

                                                   IEEE Transactions on Geoscience and Remote Sensing, 56(4), pp. 1940-1958, 2018.
                                                   
                                                     JCR1区, IF=5.600     
                                                    
                                                     [Paper]
                                                    
                                                   Nonconvex Tensor Rank Minimization and Its Applications to Tensor Recovery 
                                                    
                                                    Jize Xue, Yong-Qiang Zhao, Wenzhi Liao and Jonathan Cheung-Wai Chan    

                                                     Information Sciences 503: 109-128, 2019.
                                                    
                                                     JCR1区, IF=6.795       
                                                    
                                                     [Paper]
                                                    
                                                    Hyper-Laplacian Regularized Nonlocal Low-rank Matrix Recovery for Hyperspectral Image Compressive Sensing Reconstruction
                                                    
                                                    Jize Xue, Yong-Qiang Zhao, Wenzhi Liao and Jonathan Cheung-Wai Chan    

                                                       Information Sciences 501: 406-420, 2019.
                                                    
                                                     JCR1区, IF=6.795   
                                                    
                                                    [Paper]
                                                    
                                                    Nonlocal Tensor Sparse Representation and Low-rank Regularization for Hyperspectral Image Compressive Sensing Reconstruction                         

                                                    Jize Xue, Yong-Qiang Zhao, Wenzhi Liao and Jonathan Cheung-Wai Chan    

                                                      Remote Sensing 11(2), 19, 2019.                                                 
                                                     
                                                     JCR2区, IF=4.848   
                                                    
                                                    [Paper]
                                                    
                                Honors and Awards
                                2022年陕西高等学校科学技术奖一等奖
2022年中国产学研合作创新与促进奖
2021年陕西高等学校科学技术奖特等奖
2018年, 2019年和2020年度博士研究生国家奖学金

                                Professional Activities
                                Reviewer for IEEE Transactions on Pattern Analysis and Machine Intelligence, IEEE Transactions on Neural Networks and Learning Systems, IEEE Transaction on Geoscience and Remote Sensing, IEEE Journal of Selected Topics in Signal Processing, IEEE Geoscience and Remote Sensing Letters, European Journal of Remote Sensing, etc.

	When Laplacian Scale Mixture Meets Three-Layer Transform: A Parametric Tensor Sparsity for Tensor Completion Jize Xue, Yong-Qiang Zhao, Yuanyang Bu and Jonathan Cheung-Wai Chan IEEE Transactions on Cybernetics, 52 (12), 13887-13901, 2022. JCR1区, IF=19.118, ESI Highly Cited Paper [Paper]
	Multi-Layer Sparsity-based Tensor Decomposition for Low-rank Tensor Completion Jize Xue, Yong-Qiang Zhao, Shaoguang Huang, Wenzhi Liao and Jonathan Cheung-Wai Chan IEEE Transactions on Neural Networks and Learning Systems, 33 (11), 6916-6930, 2022. JCR1区, IF=10.451 [Paper]
	Multi-modal Core Tensor Factorization based Low-Rankness and Its Applications to Tensor Completion Haijin Zeng, Jize Xue, Hiêp Luong and Wilfried Philips IEEE Transactions on Multimedia, 2022. JCR1区, IF=8.182, 通讯作者 [Paper]
	Transformed Structured Sparsity with Smoothness for Hyperspectral Image Deblurring Jinglei Hao, Jize Xue, Yongqiang Zhao and Jonathan Cheung-Wai Chan IEEE Geoscience and Remote Sensing Letters, 2022. JCR2区, IF= 5.343, 通讯作者 [Paper]
	Spatial-Spectral Structured Sparse Low-rank Representation for Hyperspectral Image Super-resolution Jize Xue, Yong-Qiang Zhao, Yuanyang Bu, Wenzhi Liao, Jonathan Cheung-Wai Chan and Wilfried Philips IEEE Transactions on Image Processing, vol. 30, pp. 3084- 3097, 2021. JCR1区, IF=10.856, ESI Highly Cited Paper [Paper]
	Enhanced Sparsity Prior Model for Low-Rank Tensor Completion Jize Xue, Yong-Qiang Zhao, Wenzhi Liao and Jonathan Cheung-Wai Chan IEEE Transactions on Neural Networks and Learning Systems, 31(11), pp. 4567-4581, 2020. JCR1区, IF=10.451 [Paper]
	Nonlocal Low-Rank Regularized Tensor Decomposition for Hyperspectral Image Denoising Jize Xue, Yong-Qiang Zhao, Wenzhi Liao and Jonathan Cheung-Wai Chan IEEE Transactions on Geoscience and Remote Sensing, 57(7), pp. 5174-5189, 2019. JCR1区, IF=5.600, ESI Highly Cited Paper [Paper]
	Joint Spatial and Spectral Low-Rank Regularization for Hyperspectral Image Denoising Jize Xue, Yong-Qiang Zhao, Wenzhi Liao and Jonathan Cheung-Wai Chan IEEE Transactions on Geoscience and Remote Sensing, 56(4), pp. 1940-1958, 2018. JCR1区, IF=5.600 [Paper]
	Nonconvex Tensor Rank Minimization and Its Applications to Tensor Recovery Jize Xue, Yong-Qiang Zhao, Wenzhi Liao and Jonathan Cheung-Wai Chan Information Sciences 503: 109-128, 2019. JCR1区, IF=6.795 [Paper]
	Hyper-Laplacian Regularized Nonlocal Low-rank Matrix Recovery for Hyperspectral Image Compressive Sensing Reconstruction Jize Xue, Yong-Qiang Zhao, Wenzhi Liao and Jonathan Cheung-Wai Chan Information Sciences 501: 406-420, 2019. JCR1区, IF=6.795 [Paper]
	Nonlocal Tensor Sparse Representation and Low-rank Regularization for Hyperspectral Image Compressive Sensing Reconstruction Jize Xue, Yong-Qiang Zhao, Wenzhi Liao and Jonathan Cheung-Wai Chan Remote Sensing 11(2), 19, 2019. JCR2区, IF=4.848 [Paper]