Ying Cui

Ying Cui

University of Minnesota-Twin Cities

H-index: 14

North America-United States

About Ying Cui

Ying Cui, With an exceptional h-index of 14 and a recent h-index of 14 (since 2020), a distinguished researcher at University of Minnesota-Twin Cities, specializes in the field of Data science, optimization, decision making under uncertainty, large scale computation.

His recent articles reflect a diverse array of research interests and contributions to the field:

A Decomposition Algorithm for Two-Stage Stochastic Programs with Nonconvex Recourse Functions

Comparing solution paths of sparse quadratic minimization with a Stieltjes matrix

On efficient and scalable computation of the nonparametric maximum likelihood estimator in mixture models

On Algorithms for Projection onto the Top--sum Constraint

Towards Global Solutions for Nonconvex Two-Stage Stochastic Programs: A Polynomial Lower Approximation Approach

Variational theory and algorithms for a class of asymptotically approachable nonconvex problems

Convex and Nonconvex Risk-Based Linear Regression at Scale

Direct Metric Optimization for Imbalanced Classification

Ying Cui Information

University

Position

___

Citations(all)

573

Citations(since 2020)

490

Cited By

227

hIndex(all)

14

hIndex(since 2020)

14

i10Index(all)

14

i10Index(since 2020)

14

Email

University Profile Page

Google Scholar

Ying Cui Skills & Research Interests

Data science

optimization

decision making under uncertainty

large scale computation

Top articles of Ying Cui

A Decomposition Algorithm for Two-Stage Stochastic Programs with Nonconvex Recourse Functions

SIAM Journal on Optimization

2024/3/31

Hanyang Li
Hanyang Li

H-Index: 2

Ying Cui
Ying Cui

H-Index: 7

Comparing solution paths of sparse quadratic minimization with a Stieltjes matrix

Mathematical Programming

2023

Andres Gomez
Andres Gomez

H-Index: 22

Ying Cui
Ying Cui

H-Index: 7

On efficient and scalable computation of the nonparametric maximum likelihood estimator in mixture models

Journal of Machine Learning Research

2024

On Algorithms for Projection onto the Top--sum Constraint

arXiv preprint arXiv:2310.07224

2023/10/11

Ying Cui
Ying Cui

H-Index: 7

Towards Global Solutions for Nonconvex Two-Stage Stochastic Programs: A Polynomial Lower Approximation Approach

arXiv e-prints

2023/10

Variational theory and algorithms for a class of asymptotically approachable nonconvex problems

arXiv preprint arXiv:2307.00780

2023/7/3

Hanyang Li
Hanyang Li

H-Index: 2

Ying Cui
Ying Cui

H-Index: 7

Convex and Nonconvex Risk-Based Linear Regression at Scale

INFORMS Journal on Computing

2023/7

Ying Cui
Ying Cui

H-Index: 7

Direct Metric Optimization for Imbalanced Classification

2023/6/26

Ying Cui
Ying Cui

H-Index: 7

Ju Sun
Ju Sun

H-Index: 12

Optimization for Robustness Evaluation Beyond ℓp Metrics

2023/6/4

The minimization of piecewise functions: Pseudo stationarity

arXiv preprint arXiv:2305.14798

2023/5/24

Ying Cui
Ying Cui

H-Index: 7

Junyi Liu
Junyi Liu

H-Index: 1

Optimization and optimizers for adversarial robustness

arXiv preprint arXiv:2303.13401

2023/3/23

Implications of Solution Patterns on Adversarial Robustness

The 3rd Workshop of Adversarial Machine Learning on Computer Vision: Art of Robustness (in conjunction with CVPR 2023)

2023

Imbalanced classification in medical imaging via regrouping

arXiv preprint arXiv:2210.12234

2022/10/21

Optimization for Robustness Evaluation beyond Metrics

arXiv preprint arXiv:2210.00621

2022/10/2

Nonconvex and nonsmooth approaches for affine chance-constrained stochastic programs

Set-Valued and Variational Analysis

2022/9

Ying Cui
Ying Cui

H-Index: 7

Junyi Liu
Junyi Liu

H-Index: 1

Asymptotic properties of stationary solutions of coupled nonconvex nonsmooth empirical risk minimization

Mathematics of Operations Research

2022/8

Ying Cui
Ying Cui

H-Index: 7

Yufeng Liu
Yufeng Liu

H-Index: 30

On Degenerate Doubly Nonnegative Projection Problems

Mathematics of Operations Research

2022/8

Ying Cui
Ying Cui

H-Index: 7

Kim-Chuan Toh
Kim-Chuan Toh

H-Index: 33

Augmented Lagrangian methods for convex matrix optimization problems

Journal of the Operations Research Society of China

2022/6

Ying Cui
Ying Cui

H-Index: 7

Chao Ding
Chao Ding

H-Index: 5

Solving nonsmooth and nonconvex compound stochastic programs with applications to risk measure minimization

Mathematics of Operations Research

2022/11

Junyi Liu
Junyi Liu

H-Index: 1

Ying Cui
Ying Cui

H-Index: 7

Clustering by orthogonal NMF model and non-convex penalty optimization

IEEE Transactions on Signal Processing

2021/8/6

Shuai Wang
Shuai Wang

H-Index: 13

Ying Cui
Ying Cui

H-Index: 7

See List of Professors in Ying Cui University(University of Minnesota-Twin Cities)

Co-Authors

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