Lei Huang

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All published works

Action	Title	Year	Authors
+ PDF Chat	Joint Beamforming and Position Optimization for Fluid RIS-aided ISAC Systems	2025	Junjie Ye Peichang Zhang Xiao Peng Li Lei Huang Yuanwei Liu
+ PDF Chat	Intelligent Reflecting Surface-Assisted NLOS Sensing With OFDM Signals	2024	Jilin Wang Jun Fang Hongbin Li Lei Huang
+ PDF Chat	Moment-SOS relaxations for moment and tensor recovery problems	2024	Lei Huang Jiawang Nie Jiajia Wang
+ PDF Chat	Unsupervised Learning for Joint Beamforming Design in RIS-aided ISAC Systems	2024	Junjie Ye Lei Huang Zhen Chen Peichang Zhang Mohamed Rihan
+	WHC: Weighted Hybrid Criterion for Filter Pruning on Convolutional Neural Networks	2023	Shaowu Chen Weize Sun Lei Huang
+	Distributed Linear Regression with Compositional Covariates	2023	Yue Chao Lei Huang Xuejun Ma
+	Energy Efficiency Optimization in Active Reconfigurable Intelligent Surface-Aided Integrated Sensing and Communication Systems	2023	Junjie Ye Mohamed Rihan Peichang Zhang Lei Huang Stefano Buzzi Zhen Chen
+ PDF Chat	Sub-network Multi-objective Evolutionary Algorithm for Filter Pruning	2022	Xuhua Li Weize Sun Lei Huang Shaowu Chen
+ PDF Chat	Joint matrix decomposition for deep convolutional neural networks compression	2022	Shaowu Chen Jiahao Zhou Weize Sun Lei Huang
+ PDF Chat	Detection of Information Hiding at Anti-Copying 2D Barcodes	2021	Ning Xie Junjie Chen Yicong Chen Ji Hu Qiqi Zhang Changsheng Chen Lei Huang
+	One-bit Spectrum Sensing with the Eigenvalue Moment Ratio Approach	2021	Yuan Zhao Xiaochuan Ke Bo Zhao Yu-Hang Xiao Lei Huang
+	Deep Convolutional Neural Network Compression via Coupled Tensor Decomposition	2020	Weize Sun Shaowu Chen Lei Huang Hing Cheung So Min Xie
+	Compressing Fully Connected Layers using Kronecker Tensor Decomposition	2019	Shaowu Chen Weize Sun Lei Huang Xin Yang Junhao Huang
+	Compressing Deep Models using Multi Tensor Train Decomposition	2019	Xin Yang Weize Sun Lei Huang Shaowu Chen
+	A Survey on Matrix Completion: Perspective of Signal Processing	2019	Xiao Peng Li Lei Huang Hing Cheung So Bo Zhao
+	Orthogonal tubal rank-1 tensor pursuit for tensor completion	2018	Weize Sun Lei Huang H.C. So Jiajia Wang
+ PDF Chat	Uplink Non-Orthogonal Multiple Access With Finite-Alphabet Inputs	2018	Zheng Dong He Chen Jian‐Kang Zhang Lei Huang Branka Vucetic
+	Tensor Completion via Generalized Tensor Tubal Rank Minimization Using General Unfolding	2018	Weize Sun Yuan Chen Lei Huang Hing Cheung So
+	Inexact Alternating Optimization for Phase Retrieval in the Presence of Outliers	2017	Cheng Qian Xiao Fu Nicholas D. Sidiropoulos Lei Huang Junhao Xie
+ PDF Chat	On Non-Orthogonal Multiple Access With Finite-Alphabet Inputs in Z-Channels	2017	Zheng Dong He Chen Jian‐Kang Zhang Lei Huang
+	Approximate Asymptotic Distribution of Locally Most Powerful Invariant Test for Independence: Complex Case	2017	Yu-Hang Xiao Lei Huang Junhao Xie Hing Cheung So
+	On Non-Orthogonal Multiple Access with Finite-Alphabet Inputs in Z-Channels	2017	Zheng Dong He Chen Jian‐Kang Zhang Lei Huang
+	Uplink Non-Orthogonal Multiple Access with Finite-Alphabet Inputs	2017	Zheng Dong He Chen Jian‐Kang Zhang Lei Huang Branka Vucetic
+ PDF Chat	Two-way principal component analysis for matrix-variate data, with an application to functional magnetic resonance imaging data	2016	Lei Huang Philip T. Reiss Luo Xiao Vadim Zipunnikov Martin A Lindquist Ciprian M. Crainiceanu
+ PDF Chat	Phase Retrieval Using Feasible Point Pursuit: Algorithms and Cramér–Rao Bound	2016	Cheng Qian Nicholas D. Sidiropoulos Kejun Huang Lei Huang Hing Cheung So
+	Accurate asymptotic analysis for John's test in multichannel signal detection	2016	Yu-Hang Xiao Lei Huang Junhao Xie Hing Cheung So
+	Detection of number of components in CANDECOMP/PARAFAC models via minimum description length	2016	Kefei Liu João Paulo C. L. da Costa Hing Cheung So Lei Huang Jieping Ye
+ PDF Chat	3D sparse signal recovery via 3D orthogonal matching pursuit	2015	Yingqiu Huo Yong Fang Lei Huang
+	An Eigenvalue-Moment-Ratio Approach to Blind Spectrum Sensing for Cognitive Radio Under Sample-Starving Environment	2014	Lei Huang Jun Fang Kefei Liu Hing Cheung So Hongbin Li
+	Volume-based method for spectrum sensing	2014	Lei Huang Hideya So Cheng Qian
+	Two-sample Hypothesis Testing under Lehmann Alternatives and Polya Tree Priors	2014	Lei Huang Malay Ghosh
+ PDF Chat	Source Enumeration Via MDL Criterion Based on Linear Shrinkage Estimation of Noise Subspace Covariance Matrix	2013	Lei Huang Hing Cheung So
+	Core consistency diagnostic aided by reconstruction error for accurate enumeration of the number of components in parafac models	2013	Kefei Liu Hing Cheung So João Paulo C. L. da Costa Lei Huang
+	Tensor Approach for Eigenvector-Based Multi-Dimensional Harmonic Retrieval	2013	Weize Sun Hing Cheung So Frankie K. W. Chan Lei Huang
+	Subspace techniques for multidimensional model order selection in colored noise	2013	Kefei Liu João Paulo C. L. da Costa Hing Cheung So Lei Huang
+	Subspace based Multidimensional Model Order Selection in Colored Noise	2013	Kefei Liu Hing Cheung So Lei Huang
+ PDF Chat	Smooth Scalar-on-Image Regression via Spatial Bayesian Variable Selection	2012	Jeff Goldsmith Lei Huang Ciprian M. Crainiceanu
+ PDF Chat	A multi-dimensional model order selection criterion with improved identifiability	2012	Kefei Liu Hing Cheung So Lei Huang
+ PDF Chat	Fast Function-on-Scalar Regression with Penalized Basis Expansions	2010	Philip T. Reiss Lei Huang Maarten Mennes
+	Fuzzy Robust Convex Optimization with Linear Membership Functions and Its Applications	2007	Churen Sun Lei Huang
+	Some Extensions of Robust Linear Optimization	2007	Churen Sun Lei Huang
+	Sampling Method for Robust Fuzzy Optimization	2007	Churen Sun Lei Huang

Common Coauthors

Coauthor	Papers Together
Hing Cheung So	14
Weize Sun	9
Shaowu Chen	6
Kefei Liu	5
Jian‐Kang Zhang	4
He Chen	4
Junjie Ye	3
João Paulo C. L. da Costa	3
Junhao Xie	3
Churen Sun	3
Yu-Hang Xiao	3
Peichang Zhang	3
Xin Yang	2
Ciprian M. Crainiceanu	2
Hongbin Li	2
Branka Vucetic	2
Zheng Dong	2
Zhen Chen	2
Nicholas D. Sidiropoulos	2
Philip T. Reiss	2
Cheng Qian	2
Bo Zhao	2
Xiao Peng Li	2
Jun Fang	2
Mohamed Rihan	2
Jiajia Wang	1
Jiajia Wang	1
Yicong Chen	1
Qiqi Zhang	1
Changsheng Chen	1
Xuejun Ma	1
Cheng Qian	1
Kefei Liu	1
Zheng Dong	1
Jiahao Zhou	1
Martin A Lindquist	1
H.C. So	1
Frankie K. W. Chan	1
Kejun Huang	1
Malay Ghosh	1
Ji Hu	1
Jieping Ye	1
Vadim Zipunnikov	1
Stefano Buzzi	1
Xiao Fu	1
Hideya So	1
Yuan Zhao	1
Jiawang Nie	1
Jilin Wang	1
Yuan Chen	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	A Multilinear Singular Value Decomposition	2000	Lieven De Lathauwer Bart De Moor Joos Vandewalle	7
+	Non-Parametric Detection of the Number of Signals: Hypothesis Testing and Random Matrix Theory	2009	Shira Kritchman Boaz Nadler	5
+ PDF Chat	Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation	2014	Ross Girshick Jeff Donahue Trevor Darrell Jitendra Malik	4
+ PDF Chat	Non-Orthogonal Multiple Access in Multi-Cell Networks: Theory, Performance, and Practical Challenges	2017	Wonjae Shin Mojtaba Vaezi Byungju Lee David J. Love Jungwoo Lee H. Vincent Poor	4
+	Exploiting Linear Structure Within Convolutional Networks for Efficient Evaluation	2014	Emily Denton Wojciech Zaremba Joan Bruna Yann LeCun Rob Fergus	4
+ PDF Chat	Application of Non-Orthogonal Multiple Access in LTE and 5G Networks	2017	Zhiguo Ding Yuanwei Liu Jinho Choi Qi Sun Maged Elkashlan I Chih‐Lin H. Vincent Poor	4
+	An Introduction to the Theory of Numbers. By G. H. Hardy and E. M. Wright. 2nd edition. Pp. xvi, 407 25s. 1945. (Oxford)	1946	T. A. A. B.	4
+	Tensor-Train Decomposition	2011	Ivan Oseledets	4
+ PDF Chat	On the Performance of Non-Orthogonal Multiple Access in 5G Systems with Randomly Deployed Users	2014	Zhiguo Ding Zheng Yang Pingzhi Fan H. Vincent Poor	4
+ PDF Chat	Relay Selection for Cooperative NOMA	2016	Zhiguo Ding Huaiyu Dai H. Vincent Poor	4
+ PDF Chat	Multi-dimensional model order selection	2011	João Paulo C. L. da Costa Florian Roemer Martin Haardt Rafael T. de Sousa	4
+	Determining the number of components in a factor model from limited noisy data	2008	Shira Kritchman Boaz Nadler	4
+	Tensor Decompositions and Applications	2009	Tamara G. Kolda Brett W. Bader	4
+ PDF Chat	Interference Alignment With Asymmetric Complex Signaling—Settling the Høst-Madsen–Nosratinia Conjecture	2010	Viveck R. Cadambe Syed A. Jafar Chenwei Wang	4
+ PDF Chat	Nonorthogonal Multiple Access in Large-Scale Underlay Cognitive Radio Networks	2016	Yuanwei Liu Zhiguo Ding Maged Elkashlan Jinhong Yuan	4
+ PDF Chat	Gaussian Interference Channel Capacity to Within One Bit	2008	Raúl Etkin David Tse Hua Wang	4
+	Speeding up Convolutional Neural Networks with Low Rank Expansions	2014	Max Jaderberg Andrea Vedaldi Andrew Zisserman	4
+ PDF Chat	A Singular Value Thresholding Algorithm for Matrix Completion	2010	Jian‐Feng Cai Emmanuel J. Candès Zuowei Shen	3
+	Some optimal multivariate tests	1971	S. John	3
+	On Revealing Replicating Structures in Multiway Data: A Novel Tensor Decomposition Approach	2012	Anh Huy Phan Andrzej Cichocki Petr Tichavský Danilo P. Mandic Kiyotoshi Matsuoka	3
+	Ultimate tensorization: compressing convolutional and FC layers alike	2016	Timur Garipov Dmitry Podoprikhin Alexander S. Novikov Dmitry Vetrov	3
+	Tensor completion throughmultiple Kronecker product decomposition	2013	Anh Huy Phan Andrzej Cichocki Petr Tichavský George Luta Austin J. Brockmeier	3
+	Compression of Deep Convolutional Neural Networks for Fast and Low Power Mobile Applications	2015	Yong‐Deok Kim Eunhyeok Park Sungjoo Yoo Tae‐Lim Choi Yang Lu Dongjun Shin	3
+ PDF Chat	CLT for linear spectral statistics of large-dimensional sample covariance matrices	2004	Zhidong Bai Jack W. Silverstein	3
+	Some limit theorems for the eigenvalues of a sample covariance matrix	1982	Dag Jonsson	3
+	Pruning Filters for Efficient ConvNets	2016	Hao Li Asim Kadav Igor Đurđanović Hanan Samet Hans Peter Graf	3
+	Ultimate tensorization: compressing convolutional and FC layers alike.	2016	Timur Garipov Dmitry Podoprikhin Alexander Novikov Dmitry Vetrov	3
+	Guaranteed Rank Minimization via Singular Value Projection	2010	Prateek Jain Raghu Meka Inderjit S. Dhillon	3
+ PDF Chat	Cooperative Non-Orthogonal Multiple Access in 5G Systems	2015	Zhiguo Ding Mugen Peng H. Vincent Poor	3
+ PDF Chat	Tensorizing Neural Networks	2015	Alexander Novikov Dmitry Podoprikhin Anton Osokin Dmitry Vetrov	3
+ PDF Chat	Filter Pruning via Geometric Median for Deep Convolutional Neural Networks Acceleration	2019	Yang He Ping Liu Ziwei Wang Zhilan Hu Yi Yang	3
+ PDF Chat	Spectrum Sensing in the Presence of Multiple Primary Users	2012	Lu Wei Olav Tirkkonen	3
+	Exploiting Linear Structure Within Convolutional Networks for Efficient Evaluation	2014	Emily Denton Wojciech Zaremba Joan Bruna Yann LeCun Rob Fergus	3
+	RTRMC: A Riemannian trust-region method for low-rank matrix completion	2011	Nicolas Boumal Pierre-Antoine Absil	3
+ PDF Chat	A multi-dimensional model order selection criterion with improved identifiability	2012	Kefei Liu Hing Cheung So Lei Huang	3
+ PDF Chat	Interference Alignment and Degrees of Freedom of the $K$-User Interference Channel	2008	Viveck R. Cadambe Syed A. Jafar	3
+ PDF Chat	Sample Eigenvalue Based Detection of High-Dimensional Signals in White Noise Using Relatively Few Samples	2008	Raj Rao Nadakuditi Alan Edelman	3
+ PDF Chat	The Approximate Capacity of the Many-to-One and One-to-Many Gaussian Interference Channels	2010	Guy Bresler Abhay Parekh David Tse	3
+ PDF Chat	Accelerating Very Deep Convolutional Networks for Classification and Detection	2015	Xiangyu Zhang Jianhua Zou Kaiming He Jian Sun	2
+ PDF Chat	Phase Retrieval via Matrix Completion	2015	Emmanuel J. Candès Yonina C. Eldar Thomas Strohmer Vladislav Voroninski	2
+ PDF Chat	ImageNet Large Scale Visual Recognition Challenge	2015	Olga Russakovsky Jia Deng Hao Su Jonathan Krause Sanjeev Satheesh Sean Ma Zhiheng Huang Andrej Karpathy Aditya Khosla Michael S. Bernstein	2
+ PDF Chat	On the Gaussian Many-to-One X Channel	2015	Ramjee Prasad Srikrishna Bhashyam A. Chockalingam	2
+ PDF Chat	Going deeper with convolutions	2015	Christian Szegedy Wei Liu Yangqing Jia Pierre Sermanet Scott Reed Dragomir Anguelov Dumitru Erhan Vincent Vanhoucke Andrew Rabinovich	2
+	Robust Convex Optimization	1998	Aharon Ben‐Tal Arkadi Nemirovski	2
+	On fluctuations of eigenvalues of random Hermitian matrices	1998	Kurt Johansson	2
+	Square Deal: Lower Bounds and Improved Relaxations for Tensor Recovery	2014	Cun Mu Bo Huang John Wright Donald Goldfarb	2
+ PDF Chat	PhaseLift: Exact and Stable Signal Recovery from Magnitude Measurements via Convex Programming	2012	Emmanuel J. Candès Thomas Strohmer Vladislav Voroninski	2
+	Locally Best Invariant Test for Sphericity and the Limiting Distributions	1972	Nariaki Sugiura	2
+	A Fast Iterative Shrinkage-Thresholding Algorithm for Linear Inverse Problems	2009	Amir Beck Marc Teboulle	2
+ PDF Chat	Spectrum-Sensing Algorithms for Cognitive Radio Based on Statistical Covariances	2008	Yonghong Zeng Ying‐Chang Liang	2