Shiming He

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All published works

Action	Title	Year	Authors
+ PDF Chat	Simulation-Aided Policy Tuning for Black-Box Robot Learning	2024	Shiming He Alexander von Rohr Dominik Baumann Ji Xiang Sebastian Trimpe
+	Shift-invariant rank-(L, L, 1, 1) BTD with 3D spatial pooling and orthonormalization: Application to multi-subject fMRI data	2024	Li‐Dan Kuang Hao-Peng Zhang Hao Zhu Shiming He Wenjun Li Yan Gui Jin Zhang Jianming Zhang
+ PDF Chat	Multiple Strategies Differential Privacy on Sparse Tensor Factorization for Network Traffic Analysis in 5G	2021	Jin WangWangWangWang Hui Han Hao Li Shiming He Pradip Kumar Sharma Lydia Y. Chen
+	Tensor Decomposition Based Electrical Data Recovery	2019	Shiming He Zhuozhou Li Jin Wang Kun Xie Dafang Zhang
+	Compressing Deep Neural Network	2019	Shiming He Zhuozhou Li Jin Wang Kun Xie Dafang Zhang

Common Coauthors

Coauthor	Papers Together
Jin Wang	2
Kun Xie	2
Zhuozhou Li	2
Dafang Zhang	2
Pradip Kumar Sharma	1
Li‐Dan Kuang	1
Alexander von Rohr	1
Hui Han	1
Hao Zhu	1
Yan Gui	1
Jin WangWangWangWang	1
Hao Li	1
Jin Zhang	1
Jianming Zhang	1
Wenjun Li	1
Ji Xiang	1
Lydia Y. Chen	1
Sebastian Trimpe	1
Hao-Peng Zhang	1
Dominik Baumann	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Decompositions of a Higher-Order Tensor in Block Terms—Part II: Definitions and Uniqueness	2008	Lieven De Lathauwer	1
+ PDF Chat	A Multilinear Singular Value Decomposition	2000	Lieven De Lathauwer Bart De Moor Joos Vandewalle	1
+ PDF Chat	Canonical Polyadic Decomposition with a Columnwise Orthonormal Factor Matrix	2012	Mikael Sørensen Lieven De Lathauwer Pierre Comon Sylvie Icart Luc Deneire	1
+	Tensor Decompositions and Applications	2009	Tamara G. Kolda Brett W. Bader	1
+	A critique of Tensor Probabilistic Independent Component Analysis: Implications and recommendations for multi-subject fMRI data analysis	2012	Nathaniel E. Helwig Sungjin Hong	1
+ PDF Chat	Decompositions of a Higher-Order Tensor in Block Terms—Part III: Alternating Least Squares Algorithms	2008	Mélanie Boizard Guillaume Ginolhac Frédéric Pascal Philippe Forster	1
+	Spatio-temporal tensor completion for imputing missing internet traffic data	2015	Huibin Zhou Dafang Zhang Kun Xie Yuxiang Chen	1
+	Differentially Private K-Means Clustering	2016	Dong Su Jianneng Cao Ninghui Li Elisa Bertino Hongxia Jin	1
+	Concentrated Differential Privacy	2016	Cynthia Dwork Guy N. Rothblum	1
+	Online and Differentially-Private Tensor Decomposition	2016	Yining Wang Animashree Anandkumar	1
+ PDF Chat	Deep Learning with Differential Privacy	2016	Martı́n Abadi Andy Chu Ian Goodfellow H. Brendan McMahan Ilya Mironov Kunal Talwar Li Zhang	1
+ PDF Chat	Higher-Order Block Term Decomposition for Spatially Folded fMRI Data	2017	Christos Chatzichristos Eleftherios Kofidis Yiannis Kopsinis Manuel Morante Moreno Sergios Theodoridis	1
+	Accurate recovery of Internet traffic data: A tensor completion approach	2016	Kun Xie Lele Wang Xin Wang Gaogang Xie Jigang Wen Guangxing Zhang	1
+	Tensor-factorized neural networks	2017	Jen‐Tzung Chien Yi-Ting Bao	1
+	Blind Multichannel Deconvolution and Convolutive Extensions of Canonical Polyadic and Block Term Decompositions	2017	Mikael Sørensen Frederik Van Eeghem Lieven De Lathauwer	1
+ PDF Chat	Compressing recurrent neural network with tensor train	2017	Andros Tjandra Sakriani Sakti Satoshi Nakamura	1
+	Extraction of common task signals and spatial maps from group fMRI using a PARAFAC-based tensor decomposition technique	2017	Bhaskar Sen Keshab K. Parhi	1
+ PDF Chat	Variable Projection Applied to Block Term Decomposition of Higher-Order Tensors	2018	Guillaume Olikier Pierre-Antoine Absil Lieven De Lathauwer	1
+	Distributed Differentially Private Algorithms for Matrix and Tensor Factorization	2018	Hafiz Imtiaz Anand D. Sarwate	1
+	The Price of Privacy for Low-rank Factorization	2018	Jalaj Upadhyay	1
+ PDF Chat	Alternating Group Lasso for Block-Term Tensor Decomposition and Application to ECG Source Separation	2020	José Henrique de Morais Goulart Pedro Marinho Ramos de Oliveira Rodrigo Cabral Farias Vicente Zarzoso Pierre Comon	1
+ PDF Chat	Blind fMRI source unmixing via higher-order tensor decompositions	2018	Christos Chatzichristos Eleftherios Kofidis Manuel Morante Sergios Theodoridis	1
+ PDF Chat	Block Term Decomposition of ECG Recordings for Atrial Fibrillation Analysis: Temporal and Inter-Patient Variability	2019	Pedro Oliveira Vicente Zarzoso	1
+	Predicting Parameters in Deep Learning	2013	Misha Denil Babak Shakibi Laurent Dinh Marc’Aurelio Ranzato Nando de Freitas	1
+ PDF Chat	Concentrated Differential Privacy: Simplifications, Extensions, and Lower Bounds	2016	Mark Bun Thomas Steinke	1
+ PDF Chat	Non-orthogonal tensor diagonalization	2017	Petr Tichavský Anh Huy Phan Andrzej Cichocki	1
+ PDF Chat	Shift-Invariant Canonical Polyadic Decomposition of Complex-Valued Multi-Subject fMRI Data With a Phase Sparsity Constraint	2019	Li‐Dan Kuang Qiu‐Hua Lin Xiao‐Feng Gong Fengyu Cong Yu‐Ping Wang Vince D. Calhoun	1
+	Differentially Private Tensor Train Decomposition in Edge-Cloud Computing for SDN-Based Internet of Things	2019	Xin Nie Laurence T. Yang Jun Feng Shunli Zhang	1
+ PDF Chat	Block-Term Tensor Decomposition: Model Selection and Computation	2021	Athanasios A. Rontogiannis Eleftherios Kofidis Paris V. Giampouras	1
+	Data Sharing via Differentially Private Coupled Matrix Factorization	2020	Beyza Ermiş Ali Taylan Cemgil	1
+ PDF Chat	Block-term tensor neural networks	2020	Jinmian Ye Guangxi Li Di Chen Haiqin Yang Shandian Zhe Zenglin Xu	1
+	Hyperspectral Super-Resolution via Interpretable Block-Term Tensor Modeling	2020	Meng Ding Xiao Fu Ting‐Zhu Huang Jun Wang Xi-Le Zhao	1
+ PDF Chat	A Practical Randomized CP Tensor Decomposition	2018	Casey Battaglino Grey Ballard Tamara G. Kolda	1
+	Privacy-Preserving Tensor Factorization for Collaborative Health Data Analysis	2019	Jing Ma Qiuchen Zhang Jian Lou Joyce C. Ho Li Xiong Xiaoqian Jiang	1
+ PDF Chat	SGD_Tucker: A Novel Stochastic Optimization Strategy for Scalable Parallel Sparse Tucker Decomposition	2020	Hao Li Zixuan Li Kenli Li Jan S. Rellermeyer Lydia Y. Chen Keqin Li	1
+	Canonical polyadic and block term decompositions to fuse EEG, phenotypic scores, and structural MRI of children with early-onset epilepsy	2020	Noramon Dron Richard Chin Javier Escudero	1
+	Introductory Lectures on Convex Optimization: A Basic Course	2014	Ю Е Нестеров	1
+ PDF Chat	Blind Source Separation in Persistent Atrial Fibrillation Electrocardiograms Using Block-Term Tensor Decomposition With Löwner Constraints	2021	Pedro Marinho Ramos de Oliveira José Henrique de Morais Goulart Carlos Alexandre Rolim Fernandes Vicente Zarzoso	1
+ PDF Chat	Early soft and flexible fusion of electroencephalography and functional magnetic resonance imaging via double coupled matrix tensor factorization for multisubject group analysis	2021	Christos Chatzichristos Eleftherios Kofidis Wim Van Paesschen Lieven De Lathauwer Sergios Theodoridis Sabine Van Huffel	1
+ PDF Chat	Low-Rank Tucker-2 Model for Multi-Subject fMRI Data Decomposition With Spatial Sparsity Constraint	2021	Han Yue Qiu‐Hua Lin Li‐Dan Kuang Xiao‐Feng Gong Fengyu Cong Yu‐Ping Wang Vince D. Calhoun	1
+ PDF Chat	Medical image segmentation with 3D convolutional neural networks: A survey	2022	S. Niyas S. J. Pawan M. Anand Kumar Jeny Rajan	1
+ PDF Chat	Reproducibility in Matrix and Tensor Decompositions: Focus on model match, interpretability, and uniqueness	2022	Tülay Adalı Furkan Kantar M. A. B. S. Akhonda Stephen C. Strother Vince D. Calhoun Evrim Acar	1
+	Coupled canonical polyadic decomposition of multi-group fMRI data with spatial reference and orthonormality constraints	2022	Li‐Dan Kuang Zhi-Ming He Jianming Zhang Feng Li	1