Jiawang Nie

Jiawang Nie

University of California, San Diego

H-index: 36

North America-United States

About Jiawang Nie

Jiawang Nie, With an exceptional h-index of 36 and a recent h-index of 26 (since 2020), a distinguished researcher at University of California, San Diego, specializes in the field of Optimization, Tensor Computation, Data Science, Applied and Comutational Mathematics.

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

Polynomial Optimization Over Unions of Sets

Tightness of the matrix Moment-SOS hierarchy

The multi-objective polynomial optimization

Diagonal Gaussian Mixture Models and Higher Order Tensor Decompositions

Moment-SOS relaxations for moment and tensor recovery problems

PLMEs and Disjunctive Decompositions for Bilevel Optimization

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

Distributionally robust optimization with moment ambiguity sets

Jiawang Nie Information

University

Position

___

Citations(all)

3771

Citations(since 2020)

1868

Cited By

2691

hIndex(all)

36

hIndex(since 2020)

26

i10Index(all)

61

i10Index(since 2020)

49

Email

University Profile Page

University of California, San Diego

Google Scholar

View Google Scholar Profile

Jiawang Nie Skills & Research Interests

Optimization

Tensor Computation

Data Science

Applied and Comutational Mathematics

Top articles of Jiawang Nie

Title

Journal

Author(s)

Publication Date

Polynomial Optimization Over Unions of Sets

arXiv preprint arXiv:2404.17717

Jiawang Nie

Linghao Zhang

2024/4/26

Tightness of the matrix Moment-SOS hierarchy

arXiv preprint arXiv:2403.17241

Lei Huang

Jiawang Nie

2024/3/25

The multi-objective polynomial optimization

Mathematics of Operations Research

Jiawang Nie

Zi Yang

2024/1/4

Diagonal Gaussian Mixture Models and Higher Order Tensor Decompositions

arXiv preprint arXiv:2401.01337

Bingni Guo

Jiawang Nie

Zi Yang

2024/1/2

Moment-SOS relaxations for moment and tensor recovery problems

arXiv preprint arXiv:2404.18332

Lei Huang

Jiawang Nie

Jiajia Wang

2024/4/28

PLMEs and Disjunctive Decompositions for Bilevel Optimization

arXiv preprint arXiv:2304.00695

Jiawang Nie

Jane J Ye

Suhan Zhong

2023/4/3

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

arXiv e-prints

Suhan Zhong

Ying Cui

Jiawang Nie

2023/10

Distributionally robust optimization with moment ambiguity sets

Journal of Scientific Computing

Jiawang Nie

Liu Yang

Suhan Zhong

Guangming Zhou

2023/1

Loss functions for finite sets

Computational Optimization and Applications

Jiawang Nie

Suhan Zhong

2023/3

Generalized truncated moment problems with unbounded sets

Journal of Scientific Computing

Lei Huang

Jiawang Nie

Ya-Xiang Yuan

2023/4

Rational generalized Nash equilibrium problems

SIAM Journal on Optimization

Jiawang Nie

Xindong Tang

Suhan Zhong

2023/9/30

Moment and Polynomial Optimization

Jiawang Nie

2023

Convex generalized Nash equilibrium problems and polynomial optimization

Mathematical Programming

Jiawang Nie

Xindong Tang

2023/4

Finite convergence of Moment-SOS relaxations with non-real radical ideals

arXiv preprint arXiv:2309.15398

Lei Huang

Jiawang Nie

Ya-Xiang Yuan

2023/9/27

Dehomogenization for completely positive tensors

arXiv preprint arXiv:2206.12553

Jiawang Nie

Xindong Tang

Zi Yang

Suhan Zhong

2022/6/25

Polynomial Optimization Relaxations for Generalized Semi-Infinite Programs

arXiv preprint arXiv:2303.14308

Xiaomeng Hu

Jiawang Nie

2023/3/25

Distributionally Robust Optimization with Polynomial Robust Constraints

Mathematical Programming

Etienne de Klerk

Daniel Kuhn

Krzysztof Postek

2020/6

Higher Order Correlation Analysis for Multi-View Learning

Pacific Journal of Optimization

Jiawang Nie

Li Wang

Zequn Zheng

2023

Solving polynomial variational inequality problems via Lagrange multiplier expressions and Moment-SOS relaxations

arXiv preprint arXiv:2303.12036

Jiawang Nie

Defeng Sun

Xindong Tang

Min Zhang

2023/3/21

Nash equilibrium problems of polynomials

Mathematics of Operations Research

Jiawang Nie

Xindong Tang

2023/7/14

See List of Professors in Jiawang Nie University(University of California, San Diego)