Yongchao Liu

According to our database, Yongchao Liu authored at least 30 papers between 2007 and 2026.

Collaborative distances:

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

2026

Efficient gradient tracking algorithms for distributed optimization problems with inexact communication.

Shengchao Zhao, Yongchao Liu

Comput. Optim. Appl., June, 2026

Nesterov's Accelerated Hard Thresholding Pursuit Algorithms for Compressed Sensing.

Liping Geng, Yongchao Liu, Jingyong Tang, Jinchuan Zhou

Circuits Syst. Signal Process., April, 2026

Statistical inference for online decision making with Lasso loss function: In a contextual multi-armed bandit setting.

Wuwenqing Yan, Yongchao Liu

Eur. J. Oper. Res., 2026

Numerical methods for stochastic optimization problems with decision-dependent distributions under large delays.

Licheng Deng, Yongchao Liu

Comput. Oper. Res., 2026

2025

A Variance-Reduced Aggregation Based Gradient Tracking Method for Distributed Optimization Over Directed Networks.

Shengchao Zhao, Siyuan Song, Yongchao Liu

IEEE Trans. Autom. Control., June, 2025

Numerical methods for distributed stochastic compositional optimization problems with aggregative structure.

Shengchao Zhao, Yongchao Liu

Optim. Methods Softw., January, 2025

Piecewise affine decision rules for contextual chance-constrained stochastic programming.

Junhao Qin, Ziyi Zou, Liu Liu, Yongchao Liu

Oper. Res. Lett., 2025

2024

Asymptotic Properties of $\mathcal {S}$-$\mathcal {AB}$ Method With Diminishing Step-Size.

Shengchao Zhao, Yongchao Liu

IEEE Trans. Autom. Control., May, 2024

Distributed stochastic compositional optimization problems over directed networks.

Shengchao Zhao, Yongchao Liu

Comput. Optim. Appl., January, 2024

Confidence region for distributed stochastic optimization problem via stochastic gradient tracking method.

Shengchao Zhao, Yongchao Liu

Autom., January, 2024

2022

Stochastic Approximation Methods for the Two-Stage Stochastic Linear Complementarity Problem.

Lin Chen, Yongchao Liu, Xinmin Yang, Jin Zhang

SIAM J. Optim., September, 2022

Asymptotic properties of dual averaging algorithm for constrained distributed stochastic optimization.

Shengchao Zhao, Xing-Min Chen, Yongchao Liu

Syst. Control. Lett., 2022

Confidence regions of two-stage stochastic linear complementarity problems.

Yongchao Liu, Wuwenqing Yan, Shengchao Zhao

Int. Trans. Oper. Res., 2022

2019

Discrete Approximation and Quantification in Distributionally Robust Optimization.

Yongchao Liu, Alois Pichler, Huifu Xu

Math. Oper. Res., 2019

2018

Partial Error Bound Conditions and the Linear Convergence Rate of the Alternating Direction Method of Multipliers.

Yongchao Liu, Xiaoming Yuan, Shangzhi Zeng, Jin Zhang

SIAM J. Numer. Anal., 2018

Distributionally robust optimization with matrix moment constraints: Lagrange duality and cutting plane methods.

Huifu Xu, Yongchao Liu, Hailin Sun

Math. Program., 2018

Distributionally robust equilibrium for continuous games: Nash and Stackelberg models.

Yongchao Liu, Huifu Xu, Shu-Jung Sunny Yang, Jin Zhang

Eur. J. Oper. Res., 2018

Bilateral Linear Operator for Period Noise Image De-noising.

Weirong Zhou, Yunjie Zhang, Yongchao Liu

Proceedings of the 2nd International Conference on Computer Science and Application Engineering, 2018

2017

Distributionally Robust Reward-Risk Ratio Optimization with Moment Constraints.

Yongchao Liu, Rudabeh Meskarian, Huifu Xu

SIAM J. Optim., 2017

Primal-dual hybrid gradient method for distributionally robust optimization problems.

Yongchao Liu, Xiaoming Yuan, Shangzhi Zeng, Jin Zhang

Oper. Res. Lett., 2017

2014

Entropic Approximation for Mathematical Programs with Robust Equilibrium Constraints.

Yongchao Liu, Huifu Xu

SIAM J. Optim., 2014

Quantitative Stability Analysis of Stochastic Generalized Equations.

Yongchao Liu, Werner Römisch, Huifu Xu

SIAM J. Optim., 2014

2013

Stability analysis of stochastic programs with second order dominance constraints.

Yongchao Liu, Huifu Xu

Math. Program., 2013

Stability Analysis of parametric generalized equations and Applications.

Yongchao Liu

Asia Pac. J. Oper. Res., 2013

2012

Stability Analysis of One Stage Stochastic Mathematical Programs with Complementarity Constraints.

Yongchao Liu, Huifu Xu, Gui-Hua Lin

J. Optim. Theory Appl., 2012

2011

Stability Analysis of Two-Stage Stochastic Mathematical Programs with Complementarity Constraints via NLP Regularization.

Yongchao Liu, Huifu Xu, Gui-Hua Lin

SIAM J. Optim., 2011

Penalized Sample Average Approximation Methods for Stochastic Mathematical Programs with Complementarity Constraints.

Yongchao Liu, Huifu Xu, Jane J. Ye

Math. Oper. Res., 2011

Stochastic mathematical programs with hybrid equilibrium constraints.

Yongchao Liu, Jin Zhang, Gui-Hua Lin

J. Comput. Appl. Math., 2011

Convergence Analysis of a Regularized Sample Average Approximation Method for Stochastic Mathematical Programs with complementarity Constraints.

Yongchao Liu, Gui-Hua Lin

Asia Pac. J. Oper. Res., 2011

2007

Optimizing Parameters of Fuzzy c-Means Clustering Algorithm.

Yongchao Liu, Yunjie Zhang

Proceedings of the Fourth International Conference on Fuzzy Systems and Knowledge Discovery, 2007