Yingkun Huang

According to our database, Yingkun Huang authored at least 6 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Convergent Lifted Lasserre Hierarchy of SDPs for Minimizing Expectation of Piecewise Polynomial Loss over Wasserstein Balls.

Neil D. Dizon, Queenie Yingkun Huang, Thai Doan Chuong, Guoyin Li, Vaithilingam Jeyakumar

J. Optim. Theory Appl., May, 2026

2025

Convexifiable quadratic inequality systems: new minimax S-lemma and exact SOCPs for classes of distributionally robust optimization problems.

Queenie Yingkun Huang, Vaithilingam Jeyakumar, Guoyin Li, Duong Thi Kim Huyen

J. Glob. Optim., July, 2025

A distributionally robust machine learning model of simultaneous classification and feature selection under data uncertainty: Theory, methods, and application to the identification of Alzheimer's disease using handwriting.

Queenie Yingkun Huang, Neil D. Dizon, Niroshan Jeyakumar, Vaithilingam Jeyakumar

EURO J. Comput. Optim., 2025

2024

A distributional Farkas' lemma and moment optimization problems with no-gap dual semi-definite programs.

Queenie Yingkun Huang, Vaithilingam Jeyakumar

Optim. Lett., June, 2024

Sum-of-Squares Relaxations in Robust DC Optimization and Feature Selection.

Vaithilingam Jeyakumar, Gue Myung Lee, Jae Hyoung Lee, Yingkun Huang

J. Optim. Theory Appl., January, 2024

Piecewise SOS-convex moment optimization and applications via exact semi-definite programs.

Queenie Yingkun Huang, V. Jeyakumar, Guoyin Li

EURO J. Comput. Optim., 2024