Zhen Long

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All published works

Action	Title	Year	Authors
+ PDF Chat	Adaptively Topological Tensor Network for Multi-View Subspace Clustering	2024	Yipeng Liu J.R. Chen Yingcong Lu Weiting Ou Zhen Long Ce Zhu
+	Optimal Low-Rank Tensor Tree Completion	2023	Zihan Li Ce Zhu Zhen Long Yipeng Liu
+ PDF Chat	Multi-View MERA Subspace Clustering	2023	Zhen Long Ce Zhu J.R. Chen Zihan Li Yazhou Ren Yipeng Liu
+	O-Minus Decomposition for Multiview Tensor Subspace Clustering	2023	Yingcong Lu Yipeng Liu Zhen Long Zhangxin Chen Ce Zhu
+	Multiplex Transformed Tensor Decomposition for Multidimensional Image Recovery	2023	Lanlan Feng Ce Zhu Zhen Long Jiani Liu Yipeng Liu
+	Provable Nonnegative Tensor Ring Approximation: Stability and Optimality	2022	Zhen Long Ce Zhu Jiani Liu Yipeng Liu Pierre Comon
+	Tensor decompositions: computations, applications, and challenges	2022	Yingyue Bi Yingcong Lu Zhen Long Ce Zhu Yipeng Liu
+	Tensor Computation for Data Analysis	2021	Yipeng Liu Jiani Liu Zhen Long Ce Zhu
+	Tensor Computation for Data Analysis	2021	Yipeng Liu Jiani Liu Zhen Long Ce Zhu
+	Statistical Tensor Classification	2021	Yipeng Liu Jiani Liu Zhen Long Ce Zhu
+	Coupled Tensor for Data Analysis	2021	Yipeng Liu Jiani Liu Zhen Long Ce Zhu
+	Deep Networks for Tensor Approximation	2021	Yipeng Liu Jiani Liu Zhen Long Ce Zhu
+	Low-Rank Tensor Recovery	2021	Yipeng Liu Jiani Liu Zhen Long Ce Zhu
+	Tensor Subspace Cluster	2021	Yipeng Liu Jiani Liu Zhen Long Ce Zhu
+	Tensor-Based Gaussian Graphical Model	2021	Yipeng Liu Jiani Liu Zhen Long Ce Zhu
+	Tensor Decomposition in Deep Networks	2021	Yipeng Liu Jiani Liu Zhen Long Ce Zhu
+	Tensor Regression	2021	Yipeng Liu Jiani Liu Zhen Long Ce Zhu
+	Tensor Computation	2021	Yipeng Liu Jiani Liu Zhen Long Ce Zhu
+	Tensor Sketch	2021	Yipeng Liu Jiani Liu Zhen Long Ce Zhu
+	Tensor Decomposition	2021	Yipeng Liu Jiani Liu Zhen Long Ce Zhu
+ PDF Chat	Bayesian Low Rank Tensor Ring for Image Recovery	2021	Zhen Long Ce Zhu Jiani Liu Yipeng Liu
+	URIR: Recommendation algorithm of user RNN encoder and item encoder based on knowledge graph	2021	Na Zhao Zhen Long Zhi-Dan Zhao Jian Wang
+ PDF Chat	Tensor Regression	2021	Jiani Liu Ce Zhu Zhen Long Yipeng Liu
+	Low-rank tensor ring learning for multi-linear regression	2020	Jiani Liu Ce Zhu Zhen Long Huyan Huang Yipeng Liu
+	Hierarchical Tensor Ring Completion	2020	Abdul Ahad Zhen Long Ce Zhu Yipeng Liu
+	Hyperspectral Image Denoising with Partially Orthogonal Matrix Vector Tensor Factorization	2020	Zhen Long Yipeng Liu Sixing Zeng Jiani Liu Fei Wen Ce Zhu
+ PDF Chat	Robust Low-Rank Tensor Ring Completion	2020	Huyan Huang Yipeng Liu Zhen Long Ce Zhu
+	Low CP Rank and Tucker Rank Tensor Completion for Estimating Missing Components in Image Data	2019	Yipeng Liu Zhen Long Huyan Huang Ce Zhu
+ PDF Chat	Low rank tensor completion for multiway visual data	2018	Zhen Long Yipeng Liu Longxi Chen Ce Zhu
+	Image Completion Using Low Tensor Tree Rank and Total Variation Minimization	2018	Yipeng Liu Zhen Long Ce Zhu
+	Tensor rank learning in CP decomposition via convolutional neural network	2018	Mingyi Zhou Yipeng Liu Zhen Long Longxi Chen Ce Zhu
+	Low Rank Tensor Completion for Multiway Visual Data	2018	Zhen Long Yipeng Liu Longxi Chen Ce Zhu

Common Coauthors

Coauthor	Papers Together
Ce Zhu	31
Yipeng Liu	31
Jiani Liu	18
Yingcong Lu	3
Longxi Chen	3
Huyan Huang	3
Zihan Li	2
J.R. Chen	2
Yingyue Bi	1
Mingyi Zhou	1
Weiting Ou	1
Jian Wang	1
Na Zhao	1
Jiani Liu	1
Sixing Zeng	1
Fei Wen	1
Abdul Ahad	1
Zhi-Dan Zhao	1
Zhangxin Chen	1
Pierre Comon	1
Yazhou Ren	1
Lanlan Feng	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Tensor Decompositions and Applications	2009	Tamara G. Kolda Brett W. Bader	15
+ PDF Chat	Low rank tensor completion for multiway visual data	2018	Zhen Long Yipeng Liu Longxi Chen Ce Zhu	13
+	Tensor-Train Decomposition	2011	Ivan Oseledets	11
+	Third-Order Tensors as Operators on Matrices: A Theoretical and Computational Framework with Applications in Imaging	2013	Misha E. Kilmer Karen Braman Ning Hao Randy C. Hoover	10
+	Image Completion Using Low Tensor Tree Rank and Total Variation Minimization	2018	Yipeng Liu Zhen Long Ce Zhu	10
+ PDF Chat	Efficient Low Rank Tensor Ring Completion	2017	Wenqi Wang Vaneet Aggarwal Shuchin Aeron	9
+	Factorization strategies for third-order tensors	2010	Misha E. Kilmer Carla D. Martin	8
+ PDF Chat	Bayesian CP Factorization of Incomplete Tensors with Automatic Rank Determination	2015	Qibin Zhao Liqing Zhang Andrzej Cichocki	8
+ PDF Chat	Tensor Decompositions for Signal Processing Applications: From two-way to multiway component analysis	2015	Andrzej Cichocki Danilo P. Mandic Lieven De Lathauwer Guoxu Zhou Qibin Zhao César F. Caiafa Anh Huy Phan	8
+	Tensor Ring Decomposition	2016	Qibin Zhao Guoxu Zhou Shengli Xie Liqing Zhang Andrzej Cichocki	8
+	Square Deal: Lower Bounds and Improved Relaxations for Tensor Recovery	2014	Cun Mu Bo Huang John Wright Donald Goldfarb	8
+ PDF Chat	Efficient Tensor Completion for Color Image and Video Recovery: Low-Rank Tensor Train	2017	Johann A. Bengua Ho N. Phien Hoang Duong Tuan N. Minh	7
+ PDF Chat	A New Scheme for the Tensor Representation	2009	Wolfgang Hackbusch Simone Kühn	7
+	Exact Tensor Completion Using t-SVD	2016	Zemin Zhang Shuchin Aeron	7
+ PDF Chat	Provable tensor ring completion	2020	Huyan Huang Yipeng Liu Jiani Liu Ce Zhu	7
+	Smooth Compact Tensor Ring Regression	2020	Jiani Liu Ce Zhu Yipeng Liu	6
+ PDF Chat	Bayesian Low Rank Tensor Ring for Image Recovery	2021	Zhen Long Ce Zhu Jiani Liu Yipeng Liu	6
+ PDF Chat	Novel Methods for Multilinear Data Completion and De-noising Based on Tensor-SVD	2014	Zemin Zhang Gregory Ely Shuchin Aeron Ning Hao Misha E. Kilmer	6
+	Tensor Decomposition for Signal Processing and Machine Learning	2017	Nicholas D. Sidiropoulos Lieven De Lathauwer Xiao Fu Kejun Huang Evangelos E. Papalexakis Christos Faloutsos	6
+	Improved Robust Tensor Principal Component Analysis via Low-Rank Core Matrix	2018	Yipeng Liu Longxi Chen Ce Zhu	6
+	Tensor Robust Principal Component Analysis with a New Tensor Nuclear Norm	2019	Canyi Lu Jiashi Feng Yudong Chen Wei Liu Zhouchen Lin Shuicheng Yan	6
+ PDF Chat	Low-rank tensor completion by Riemannian optimization	2013	Daniel Kreßner Michael Steinlechner Bart Vandereycken	6
+ PDF Chat	A Singular Value Thresholding Algorithm for Matrix Completion	2010	Jian‐Feng Cai Emmanuel J. Candès Zuowei Shen	6
+	A Rank-One Tensor Updating Algorithm for Tensor Completion	2015	Yuning Yang Yunlong Feng Johan A. K. Suykens	5
+ PDF Chat	Smooth PARAFAC Decomposition for Tensor Completion	2016	Tatsuya Yokota Qibin Zhao Andrzej Cichocki	5
+ PDF Chat	Bayesian Robust Tensor Factorization for Incomplete Multiway Data	2015	Qibin Zhao Guoxu Zhou Liqing Zhang Andrzej Cichocki Шун-ичи Амари	5
+ PDF Chat	Tensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 1 Low-Rank Tensor Decompositions	2016	Andrzej Cichocki Namgil Lee Ivan Oseledets Anh Huy Phan Qibin Zhao Danilo P. Mandic	5
+	Analysis of individual differences in multidimensional scaling via an n-way generalization of “Eckart-Young” decomposition	1970	J. Douglas Carroll Jih-Jie Chang	5
+	Robust block tensor principal component analysis	2019	Lanlan Feng Yipeng Liu Longxi Chen Xiang Zhang Ce Zhu	5
+	Parallel matrix factorization for low-rank tensor completion	2015	Yangyang Xu Ruru Hao Wotao Yin Zhixun Su	4
+ PDF Chat	On Unifying Multi-view Self-Representations for Clustering by Tensor Multi-rank Minimization	2018	Yuan Xie Dacheng Tao Wensheng Zhang Yan Liu Lei Zhang Yanyun Qu	4
+ PDF Chat	Scalable tensor factorizations for incomplete data	2010	Evrim Acar Daniel Dunlavy Tamara G. Kolda Morten Mørup	4
+ PDF Chat	A Multilinear Singular Value Decomposition	2000	Lieven De Lathauwer Bart De Moor Joos Vandewalle	4
+ PDF Chat	Tensor Regression with Applications in Neuroimaging Data Analysis	2013	Hua Zhou Lexin Li Hongtu Zhu	4
+	On the Best Rank-1 and Rank-(<i>R</i><sub>1</sub> ,<i>R</i><sub>2</sub> ,. . .,<i>R<sub>N</sub></i>) Approximation of Higher-Order Tensors	2000	Lieven De Lathauwer Bart De Moor Joos Vandewalle	4
+	Optimization on the Hierarchical Tucker manifold – Applications to tensor completion	2015	Curt Da Silva Felix J. Herrmann	4
+	Generalized Higher Order Orthogonal Iteration for Tensor Learning and Decomposition	2015	Yuanyuan Liu Fanhua Shang Wei Fan James Cheng Hong Cheng	4
+	Decompositions of a Higher-Order Tensor in Block Terms—Part II: Definitions and Uniqueness	2008	Lieven De Lathauwer	4
+	Tensor rank learning in CP decomposition via convolutional neural network	2018	Mingyi Zhou Yipeng Liu Zhen Long Longxi Chen Ce Zhu	4
+ PDF Chat	Tensor Networks for Dimensionality Reduction and Large-scale Optimization: Part 2 Applications and Future Perspectives	2017	Andrzej Cichocki Namgil Lee Ivan Oseledets Anh Huy Phan Qibin Zhao Masashi Sugiyama Danilo P. Mandic	3
+	Simultaneous Visual Data Completion and Denoising Based on Tensor Rank and Total Variation Minimization and Its Primal-Dual Splitting Algorithm	2017	Tatsuya Yokota Hidekata Hontani	3
+	Fast Recursive Low-rank Tensor Learning for Regression	2017	Ming Hou Brahim Chaib-draa	3
+	The Twist Tensor Nuclear Norm for Video Completion	2016	Wenrui Hu Dacheng Tao Wensheng Zhang Yuan Xie Yehui Yang	3
+	A Decomposition for Three-Way Arrays	1993	Sue E. Leurgans R. Ross Robert Abel	3
+ PDF Chat	Hierarchical Singular Value Decomposition of Tensors	2010	Lars Grasedyck	3
+ PDF Chat	Tensor-on-Tensor Regression	2017	Eric F. Lock	3
+	Tensor Factorization for Low-Rank Tensor Completion	2017	Pan Zhou Canyi Lu Zhouchen Lin Chao Zhang	3
+	Tensor Versus Matrix Completion: A Comparison With Application to Spectral Data	2011	Marco Signoretto Raf Van de Plas Bart De Moor Johan A. K. Suykens	3
+	Tensor Learning for Regression	2011	Weiwei Guo Irene Kotsia Ioannis Patras	3
+	Hierarchical tucker tensor regression: Application to brain imaging data analysis	2015	Ming Hou Brahim Chaib-draa	3