Concepedia

Xinyue Shen

XS

Statistics

Publications

11

Citations

580

H-Index

10

Active since

2016

Affiliations

Tsinghua University(Current)

City University of Hong Kong

Stanford University

Xinyue Shen is an author at Tsinghua University specializing in engineering, inverse problems, and convex optimization.

Top concepts

EngineeringInverse ProblemsConvex OptimizationComputer ScienceMachine LearningSignal ProcessingComputer EngineeringMathematical ProgrammingLinear ProgrammingNumerical Analysis

Publications per year

2016–2022

11

Publications

11

Time-Varying Graph Signal Reconstruction

Kai Qiu, Xianghui Mao, Xinyue Shen et al. · IEEE Journal of Selected Topics in Signal Processing · 2017 · 151 citations

Graph Sparsity, Engineering, Graph Theory +14

Disciplined convex-concave programming

Xinyue Shen, Steven Diamond, Yuantao Gu et al. · 2016 · 126 citations

Mathematical Programming, Conic Optimization, Disciplined Convex Programming +14

Linearized ADMM for Nonconvex Nonsmooth Optimization With Convergence Analysis

Qinghua Liu, Xinyue Shen, Yuantao Gu · IEEE Access · 2019 · 99 citations · Full text

Numerical Analysis, Mathematical Programming, Engineering +15

Disciplined multi-convex programming

Xinyue Shen, Steven Diamond, Madeleine Udell et al. · 2017 · 46 citations

Mathematical Programming, Disciplined Convex Programming, Engineering +12

Nonconvex Sparse Logistic Regression With Weakly Convex Regularization

Xinyue Shen, Yuantao Gu · IEEE Transactions on Signal Processing · 2018 · 36 citations · Full text

Weakly Convex Regularization, Sparse Representation, Engineering +12

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