Yanning Shen - Concepedia

Author

Yanning Shen

University of Minnesota ORCID

Also Known As

Markopolou, Athina, Shen, Yanning, Yangyu Shen, Yanning Shen, Yanyuan Shen, Yicheng Shen, Ying-Chieh Shen, Yunru Shen

132

Publications

1.9K

Citations

H-Index

Concepts

All Affiliations

University of Minnesota University of Electronic Science and Technology of China Stevens Institute of Technology University of California, Irvine Twin Cities Orthopedics

About

Yanning Shen is an author at University of Minnesota specializing in engineering, data science, and computer science.

Top Concepts

#	Concept	H-Index	Publications	Citations
1	Engineering	16	23	1.2K
2	Business	8	8	302
3	Language Studies	1	1	14
4	Medicine	1	1	27
5	Public Health	1	1	31

Yanning Shen

Publications

1.7K

Citations

H-Index

Page 1

	Year	Citations
Pattern-Coupled Sparse Bayesian Learning for Recovery of Block-Sparse Signals Jun Fang, Yanning Shen, Hongbin Li, IEEE Transactions on Signal Processing EngineeringMachine LearningAtomic DecompositionUnsupervised Machine LearningData Science	2014	274
Topology Identification and Learning over Graphs: Accounting for Nonlinearities and Dynamics Georgios B. Giannakis, Yanning Shen, Georgios V. Karanikolas Proceedings of the IEEE EngineeringMachine LearningDynamic DependenciesNetwork AnalysisGraph Signal Processing	2018	196
Super-Resolution Compressed Sensing for Line Spectral Estimation: An Iterative Reweighted Approach Jun Fang, Feiyu Wang, Yanning Shen, IEEE Transactions on Signal Processing Iterative Reweighted ApproachSuper-resolution ImagingLine Spectral EstimationSparse RepresentationEngineering	2016	193
Kernel-Based Structural Equation Models for Topology Identification of Directed Networks Yanning Shen, Brian Baingana, Georgios B. Giannakis IEEE Transactions on Signal Processing	2017	90
Super-Resolution Compressed Sensing: An Iterative Reweighted Algorithm for Joint Parameter Learning and Sparse Signal Recovery Jun Fang, Jing Li, Yanning Shen, IEEE Signal Processing Letters EngineeringMachine LearningSpectrum EstimationAtomic DecompositionSparse Imaging	2014	79
Tensor Decompositions for Identifying Directed Graph Topologies and Tracking Dynamic Networks Yanning Shen, Brian Baingana, Georgios B. Giannakis IEEE Transactions on Signal Processing	2017	72
Semi-Blind Inference of Topologies and Dynamical Processes Over Dynamic Graphs Vassilis N. Ioannidis, Yanning Shen, Georgios B. Giannakis IEEE Transactions on Signal Processing	2019	70
Nonlinear Structural Vector Autoregressive Models With Application to Directed Brain Networks Yanning Shen, Georgios B. Giannakis, Brian Baingana IEEE Transactions on Signal Processing EngineeringSocial SciencesStructural Equation ModelsNonlinear DependenciesNeurodynamics	2019	68
Exact Reconstruction Analysis of Log-Sum Minimization for Compressed Sensing Yanning Shen, Jun Fang, Hongbin Li IEEE Signal Processing Letters Numerical AnalysisSparse RepresentationEngineeringLog-sum MinimizationRegularization (Mathematics)	2013	60
Online Multi-Agent Forecasting With Interpretable Collaborative Graph Neural Networks Maosen Li, Siheng Chen, Yanning Shen, IEEE Transactions on Neural Networks and Learning Systems Artificial IntelligenceEngineeringMachine LearningNetwork AnalysisAutonomous Agent System	2022	55

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