Guoyin Li
Computational Mechanics · 2014–2019
A researcher in the Science corpus: 4 papers; trusts 35 researchers and is trusted by 6 researchers here, as inferred from the citation graph.
Subfields
- Computational Mechanics — 22 citations into it; #4,905 of 10,001 by trust here, #6,041 by citations
- Mechanics of Materials — 20 citations into it
- Computational Theory and Mathematics — 18 citations into it; #8,458 of 12,182 by trust here, #8,294 by citations
- Numerical Analysis — 15 citations into it; #2,412 of 3,586 by trust here, #1,968 by citations
- Mathematical Optimization — 9 citations into it
- Geometry and Topology — 8 citations into it
- Mathematical Physics — 8 citations into it
- Statistics and Probability — 7 citations into it
Whom Guoyin Li trusts overall
Their strongest outbound trust, strongest first, inferred from their citations.
- Zhi-Quan Tom Luo
- Paul Tseng
- Hédy Attouch
- Boris S. Mordukhovich
- Thomas Blumensath
- Bastian Goldlücke
- Jérôme Bolte
- Cun-Hui Zhang
- Jong-Shi Pang
- Junfeng Yang
Who trusts Guoyin Li overall
- Hamed Karimi
- Hédy Attouch
- Radu Ioan Bot
- Julie Nutini
- Anas Barakat
- Martin Benning
- Dmitriy Drusvyatskiy
- Ernö Robert Csetnek
- Mark W. Schmidt
- Robert Mansel Gower
Papers from Guoyin Li's perspective
Ordered by how strongly the researchers Guoyin Li trusts endorse each paper. Same corpus, a different order for every researcher.
- Atomic Decomposition by Basis Pursuit
- Model selection and estimation in regression with grouped variables
- Regression Shrinkage and Selection via the Lasso
- Variational Analysis
- An iterative thresholding algorithm for linear inverse problems with a sparsity constraint
- Exact Matrix Completion via Convex Optimization
- Robust uncertainty principles: exact signal reconstruction from highly incomplete frequency information
- Compressed Sensing
- ImageNet classification with deep convolutional neural networks
- Signal Recovery by Proximal Forward-Backward Splitting
Their papers
- Calculus of the Exponent of Kurdyka–Łojasiewicz Inequality and Its Applications to Linear Convergence of First-Order Methods (2016) — 366 citations
- Nonlinear behaviour and stability of functionally graded porous arches with graphene platelets reinforcements (2019) — 142 citations
- New fractional error bounds for polynomial systems with applications to Hölderian stability in optimization and spectral theory of tensors (2015) — 73 citations
- Global Convergence of Splitting Methods for Nonconvex Composite Optimization (2014) — 446 citations