Concepedia

Mengwei Xu

MX

Statistics

Publications

7

Citations

219

H-Index

7

Active since

2013

Affiliations

University of Victoria(Current)

Dalian University of Technology

Mengwei Xu is an author at University of Victoria specializing in engineering, mathematical programming, and numerical analysis.

Top concepts

EngineeringMathematical ProgrammingNumerical AnalysisComputer ScienceOperations ResearchApproximation TheoryNonlinear ProgrammingLinear ProgrammingDesignData Science

Publications per year

2013–2024

7

Publications

7

On solving simple bilevel programs with a nonconvex lower level program

Gui-Hua Lin, Mengwei Xu, Jane J. Ye · Mathematical Programming · 2013 · 72 citations

Mathematical Programming, Numerical Analysis, Simple Bilevel Programs +7

A smoothing augmented Lagrangian method for solving simple bilevel programs

Mengwei Xu, Jane J. Ye · Computational Optimization and Applications · 2013 · 44 citations

Numerical Analysis, Mathematical Programming, Simple Bilevel Programs +9

A Survey of Resource-efficient LLM and Multimodal Foundation Models

Mengwei Xu, Wangsong Yin, Dongqi Cai et al. · arXiv (Cornell University) · 2024 · 31 citations · Full text

Engineering, Machine Learning, Multimodal Learning +19

Smoothing SQP Methods for Solving Degenerate Nonsmooth Constrained Optimization Problems with Applications to Bilevel Programs

Mengwei Xu, Jane J. Ye, Liwei Zhang · SIAM Journal on Optimization · 2015 · 26 citations

Numerical Analysis, Mathematical Programming, Sqp Methods +14

Relaxed constant positive linear dependence constraint qualification and its application to bilevel programs

Mengwei Xu, Jane J. Ye · Journal of Global Optimization · 2020 · 17 citations

Mathematical Programming, Operations Research, Engineering +5

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