Yuyuan Yu

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All published works

Action	Title	Year	Authors
+	Adaptive graph regularized non-negative Tucker decomposition for multiway dimensionality reduction	2023	Dai Chen Guoxu Zhou Yuning Qiu Yuyuan Yu
+	A dynamic hypergraph regularized non-negative tucker decomposition framework for multiway data analysis	2022	Zhenhao Huang Guoxu Zhou Yuning Qiu Yuyuan Yu Haolei Dai
+ PDF Chat	Graph-Regularized Non-Negative Tensor-Ring Decomposition for Multiway Representation Learning	2022	Yuyuan Yu Guoxu Zhou Ning Zheng Yuning Qiu Shengli Xie Qibin Zhao
+	Fast hypergraph regularized nonnegative tensor ring decomposition based on low-rank approximation	2022	Xinhai Zhao Yuyuan Yu Guoxu Zhou Qibin Zhao Weijun Sun
+	Fast nonnegative tensor ring decomposition based on the modulus method and low-rank approximation	2021	Yuyuan Yu Kan Xie Jinshi Yu Qi Jiang Shengli Xie
+	Fast Hypergraph Regularized Nonnegative Tensor Ring Factorization Based on Low-Rank Approximation	2021	Xinhai Zhao Yuyuan Yu Guoxu Zhou Qibin Zhao Weijun Sun
+	Graph Regularized Nonnegative Tensor Ring Decomposition for Multiway Representation Learning	2020	Yuyuan Yu Guoxu Zhou Ning Zheng Shengli Xie Qibin Zhao

Common Coauthors

Coauthor	Papers Together
Guoxu Zhou	6
Qibin Zhao	4
Yuning Qiu	3
Shengli Xie	3
Weijun Sun	2
Xinhai Zhao	2
Jinshi Yu	1
Kan Xie	1
Ning Zheng	1
Zhenhao Huang	1
Ning Zheng	1
Haolei Dai	1
Dai Chen	1
Qi Jiang	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Fast Nonnegative Matrix/Tensor Factorization Based on Low-Rank Approximation	2012	Guoxu Zhou Andrzej Cichocki Shengli Xie	5
+	Tensor Decompositions and Applications	2009	Tamara G. Kolda Brett W. Bader	5
+	Nonnegative Matrix and Tensor Factorizations : An algorithmic perspective	2014	Guoxu Zhou Andrzej Cichocki Qibin Zhao Shengli Xie	5
+	Learning Efficient Tensor Representations with Ring-structured Networks	2019	Qibin Zhao Masashi Sugiyama Longhao Yuan Andrzej Cichocki	4
+	Graph Regularized Nonnegative Tucker Decomposition for Tensor Data Representation	2019	Yuning Qiu Guoxu Zhou Yu Zhang Shengli Xie	4
+	Tensor-Train Decomposition	2011	Ivan Oseledets	4
+	Nonnegative Tucker Decomposition	2007	Yong‐Deok Kim Seungjin Choi	4
+ PDF Chat	Graph-Regularized Non-Negative Tensor-Ring Decomposition for Multiway Representation Learning	2022	Yuyuan Yu Guoxu Zhou Ning Zheng Yuning Qiu Shengli Xie Qibin Zhao	4
+	Tensor Ring Decomposition	2016	Qibin Zhao Guoxu Zhou Shengli Xie Liqing Zhang Andrzej Cichocki	3
+	Nonlocal Tensor-Ring Decomposition for Hyperspectral Image Denoising	2019	Yong Chen Wei He Naoto Yokoya Ting‐Zhu Huang Xi-Le Zhao	3
+ PDF Chat	Efficient Nonnegative Tucker Decompositions: Algorithms and Uniqueness	2015	Guoxu Zhou Andrzej Cichocki Qibin Zhao Shengli Xie	3
+ 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	3
+ PDF Chat	Tensor Ring Decomposition with Rank Minimization on Latent Space: An Efficient Approach for Tensor Completion	2019	Longhao Yuan Chao Li Danilo P. Mandic Jianting Cao Qibin Zhao	3
+ PDF Chat	Graph Regularized Tensor Train Decomposition	2020	Seyyid Emre Sofuoglu Selin Aviyente	2
+	Fast Monte Carlo Algorithms for Matrices II: Computing a Low-Rank Approximation to a Matrix	2006	Petros Drineas Ravi Kannan Michael W. Mahoney	2
+	Generalizing the column–row matrix decomposition to multi-way arrays	2010	César F. Caiafa Andrzej Cichocki	2
+ PDF Chat	Image representation using Laplacian regularized nonnegative tensor factorization	2011	Can Wang Xiaofei He Jiajun Bu Zhengguang Chen Chun Chen Ziyu Guan	2
+	A randomized algorithm for the decomposition of matrices	2010	Per‐Gunnar Martinsson Vladimir Rokhlin Mark Tygert	2
+	The Multilinear Engine—A Table-Driven, Least Squares Program for Solving Multilinear Problems, Including the<i>n</i>-Way Parallel Factor Analysis Model	1999	Pentti Paatero	2
+ PDF Chat	Finding Structure with Randomness: Probabilistic Algorithms for Constructing Approximate Matrix Decompositions	2011	Nathan Halko Per‐Gunnar Martinsson Joel A. Tropp	2
+ PDF Chat	Sparse image coding using a 3D non-negative tensor factorization	2005	Tamir Hazan Simon Polak Amnon Shashua	2
+	MR-NTD: Manifold Regularization Nonnegative Tucker Decomposition for Tensor Data Dimension Reduction and Representation	2016	Xutao Li Michael K. Ng Gao Cong Yunming Ye Qingyao Wu	2
+	Nonnegative Tensor Train Decompositions for Multi-domain Feature Extraction and Clustering	2016	Namgil Lee Anh Huy Phan Fengyu Cong Andrzej Cichocki	2
+	Image Representation and Learning With Graph-Laplacian Tucker Tensor Decomposition	2018	Bo Jiang Chris Ding Jin Tang Bin Luo	2
+ PDF Chat	Efficient Low Rank Tensor Ring Completion	2017	Wenqi Wang Vaneet Aggarwal Shuchin Aeron	2
+ PDF Chat	Compressing Recurrent Neural Networks with Tensor Ring for Action Recognition	2019	Yu Pan Jing Xu Maolin Wang Jinmian Ye Fei Wang Kun Bai Zenglin Xu	2
+	Low Tensor-Ring Rank Completion by Parallel Matrix Factorization	2020	Jinshi Yu Guoxu Zhou Chao Li Qibin Zhao Shengli Xie	2
+ PDF Chat	HyperNTF: A hypergraph regularized nonnegative tensor factorization for dimensionality reduction	2022	Wanguang Yin Youzhi Qu Zhengming Ma Quanying Liu	2
+	Hyperspectral super-resolution via coupled tensor ring factorization	2021	Wei He Yong Chen Naoto Yokoya Chao Li Qibin Zhao	2
+	Dimensionality reduction of tensors based on manifold-regularized tucker decomposition and its iterative solution	2021	Huang Hai-dong Zhengming Ma Guokai Zhang	2
+	A Generalized Graph Regularized Non-Negative Tucker Decomposition Framework for Tensor Data Representation	2020	Yuning Qiu Guoxu Zhou Yanjiao Wang Yu Zhang Shengli Xie	2
+	Nonnegative Matrix and Tensor Factorizations	2009	Andrzej Cichocki Rafał Zdunek Anh Huy Phan Шун-ичи Амари	1
+	Multiple graph regularized nonnegative matrix factorization	2013	Jim Jing-Yan Wang Halima Bensmail Xin Gao	1
+ 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	1
+	On the truncated multilinear singular value decomposition	2011	Nick Vannieuwenhoven Raf Vandebril Karl Meerbergen	1
+	Modulus-Type Inner Outer Iteration Methods for Nonnegative Constrained Least Squares Problems	2016	Ning Zheng Ken Hayami Jun-Feng Yin	1
+ PDF Chat	Matrix Product State for Higher-Order Tensor Compression and Classification	2017	Johann A. Bengua Phien N. Ho Hoang Duong Tuan N. Minh	1
+	Robust to Rank Selection: Low-Rank Sparse Tensor-Ring Completion	2021	Jinshi Yu Guoxu Zhou Weijun Sun Shengli Xie	1
+	The Twist Tensor Nuclear Norm for Video Completion	2016	Wenrui Hu Dacheng Tao Wensheng Zhang Yuan Xie Yehui Yang	1
+ 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	1
+	Low-Rank Regularized Heterogeneous Tensor Decomposition for Subspace Clustering	2017	Jing Zhang Xinhui Li Peiguang Jing Jing Liu Yuting Su	1
+	Completion of High Order Tensor Data with Missing Entries via Tensor-train Decomposition	2017	Longhao Yuan Qibin Zhao Jianting Cao	1
+	Wide Compression: Tensor Ring Nets	2018	Wenqi Wang Yifan Sun Brian Eriksson Wenlin Wang Vaneet Aggarwal	1
+	None	2006		1
+	High-Order Temporal Correlation Model Learning for Time-Series Prediction	2018	Peiguang Jing Yuting Su Xiao Jin Chengqian Zhang	1
+ PDF Chat	Randomized Tensor Ring Decomposition and Its Application to Large-scale Data Reconstruction	2019	Longhao Yuan Chao Li Jianting Cao Qibin Zhao	1
+	Low‐rank approximation‐based tensor decomposition model for subspace clustering	2019	Yuting Su Xu Bai Jian Pu Peiguang Jing Jing Zhang	1
+ PDF Chat	Supervised Discriminative Sparse PCA for Com-Characteristic Gene Selection and Tumor Classification on Multiview Biological Data	2019	Chun-Mei Feng Yong Xu Jin‐Xing Liu Ying-Lian Gao Chun-Hou Zheng	1
+ PDF Chat	Tensor-ring Nuclear Norm Minimization and Application for Visual : Data Completion	2019	Jinshi Yu Chao Li Qibin Zhao Guoxu Zhao	1
+	Modulus-based matrix splitting iteration methods for linear complementarity problems	2009	Zhong‐Zhi Bai	1