Concepedia

Wei Deng

WD

24

Publications

1.9K

Citations

17

H-Index

2009

Active since

Affiliations

Peking University(Current)

Rice University

Hubei University of Technology

Institute of Rock and Soil Mechanics

Purdue University West Lafayette

Wei Deng is an author at Peking University specializing in engineering, computer science, and machine learning.

Top concepts

EngineeringComputer ScienceMachine LearningData SciencePattern RecognitionDeep LearningInverse ProblemsNumerical AnalysisParallel ComputingApproximation Theory

Publications per year

2009–2024

24

Publications

24

On the Global and Linear Convergence of the Generalized Alternating Direction Method of Multipliers

Wei Deng, Wotao Yin · Journal of Scientific Computing · 2015 · 677 citations

Mathematical Programming, Linear Convergence, Numerical Analysis +8

Parallel Multi-Block ADMM with o(1 / k) Convergence

Wei Deng, Ming‐Jun Lai, Zhimin Peng et al. · Journal of Scientific Computing · 2016 · 439 citations

Numerical Analysis, Engineering, Parallel Complexity Theory +6

Group sparse optimization by alternating direction method

Wei Deng, Wotao Yin, Yin Zhang · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE · 2013 · 250 citations

Mathematical Programming, Large-scale Global Optimization, Sparse Representation +12

DeepLight: Deep Lightweight Feature Interactions for Accelerating CTR Predictions in Ad Serving

Wei Deng, Junwei Pan, Tian Zhou et al. · 2021 · 70 citations · Full text

Parallel Multi-Block ADMM with o(1/k) Convergence

Wei Deng, Ming‐Jun Lai, Zhimin Peng et al. · arXiv (Cornell University) · 2013 · 48 citations · Full text

Numerical Analysis, Mathematical Programming, Large-scale Global Optimization +17

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