Concepedia

Yanning Shen

YS

34

Publications

1.7K

Citations

21

H-Index

2013

Active since

Affiliations

University of Minnesota(Current)

University of Electronic Science and Technology of China

Stevens Institute of Technology

University of California, Irvine

Twin Cities Orthopedics

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

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningNetwork AnalysisGraph TheoryInverse ProblemsSignal ProcessingCompressive SensingBusiness

Publications per year

2013–2022

34

Publications

34

Pattern-Coupled Sparse Bayesian Learning for Recovery of Block-Sparse Signals

Jun Fang, Yanning Shen, Hongbin Li et al. · IEEE Transactions on Signal Processing · 2014 · 274 citations

Engineering, Machine Learning, Atomic Decomposition +16

Topology Identification and Learning over Graphs: Accounting for Nonlinearities and Dynamics

Georgios B. Giannakis, Yanning Shen, Georgios V. Karanikolas · Proceedings of the IEEE · 2018 · 196 citations

Engineering, Machine Learning, Dynamic Dependencies +20

Super-Resolution Compressed Sensing for Line Spectral Estimation: An Iterative Reweighted Approach

Jun Fang, Feiyu Wang, Yanning Shen et al. · IEEE Transactions on Signal Processing · 2016 · 193 citations

Iterative Reweighted Approach, Super-resolution Imaging, Line Spectral Estimation +15

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 citations · Full text

Super-Resolution Compressed Sensing: An Iterative Reweighted Algorithm for Joint Parameter Learning and Sparse Signal Recovery

Jun Fang, Jing Li, Yanning Shen et al. · IEEE Signal Processing Letters · 2014 · 79 citations · Full text

Engineering, Machine Learning, Spectrum Estimation +16

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