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ORCIDYongchao Liu 0001
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2020 – today
- 2025
[j21]Shengchao Zhao
, Siyuan Song, Yongchao Liu:
A Variance-Reduced Aggregation Based Gradient Tracking Method for Distributed Optimization Over Directed Networks. IEEE Trans. Autom. Control. 70(6): 4109-4115 (2025)- 2024
- [j20]Shengchao Zhao, Yongchao Liu:
Distributed stochastic compositional optimization problems over directed networks. Comput. Optim. Appl. 87(1): 249-288 (2024) - [j19]Shengchao Zhao, Yongchao Liu:
Asymptotic Properties of $\mathcal {S}$-$\mathcal {AB}$ Method With Diminishing Step-Size. IEEE Trans. Autom. Control. 69(5): 3222-3229 (2024) - 2022
- [j18]Yongchao Liu, Wuwenqing Yan, Shengchao Zhao:
Confidence regions of two-stage stochastic linear complementarity problems. Int. Trans. Oper. Res. 29(1): 48-62 (2022) - [j17]Shengchao Zhao, Xing-Min Chen, Yongchao Liu:
Asymptotic properties of dual averaging algorithm for constrained distributed stochastic optimization. Syst. Control. Lett. 165: 105252 (2022) - [j16]Lin Chen, Yongchao Liu, Xinmin Yang, Jin Zhang:
Stochastic Approximation Methods for the Two-Stage Stochastic Linear Complementarity Problem. SIAM J. Optim. 32(3): 2129-2155 (2022)
2010 – 2019
- 2019
- [j15]Yongchao Liu, Alois Pichler, Huifu Xu:
Discrete Approximation and Quantification in Distributionally Robust Optimization. Math. Oper. Res. 44(1): 19-37 (2019) - 2018
- [j14]Yongchao Liu, Huifu Xu, Shu-Jung Sunny Yang, Jin Zhang:
Distributionally robust equilibrium for continuous games: Nash and Stackelberg models. Eur. J. Oper. Res. 265(2): 631-643 (2018) - [j13]Huifu Xu, Yongchao Liu, Hailin Sun:
Distributionally robust optimization with matrix moment constraints: Lagrange duality and cutting plane methods. Math. Program. 169(2): 489-529 (2018) - [j12]Yongchao Liu, Xiaoming Yuan, Shangzhi Zeng, Jin Zhang:
Partial Error Bound Conditions and the Linear Convergence Rate of the Alternating Direction Method of Multipliers. SIAM J. Numer. Anal. 56(4): 2095-2123 (2018) - 2017
- [j11]Yongchao Liu, Xiaoming Yuan, Shangzhi Zeng, Jin Zhang:
Primal-dual hybrid gradient method for distributionally robust optimization problems. Oper. Res. Lett. 45(6): 625-630 (2017) - [j10]Yongchao Liu, Rudabeh Meskarian, Huifu Xu:
Distributionally Robust Reward-Risk Ratio Optimization with Moment Constraints. SIAM J. Optim. 27(2): 957-985 (2017) - 2014
- [j9]Yongchao Liu, Werner Römisch, Huifu Xu:
Quantitative Stability Analysis of Stochastic Generalized Equations. SIAM J. Optim. 24(1): 467-497 (2014) - [j8]Yongchao Liu, Huifu Xu:
Entropic Approximation for Mathematical Programs with Robust Equilibrium Constraints. SIAM J. Optim. 24(3): 933-958 (2014) - 2013
- [j7]Yongchao Liu:
Stability Analysis of parametric generalized equations and Applications. Asia Pac. J. Oper. Res. 30(5) (2013) - [j6]Yongchao Liu, Huifu Xu:
Stability analysis of stochastic programs with second order dominance constraints. Math. Program. 142(1-2): 435-460 (2013) - 2012
- [j5]Yongchao Liu, Huifu Xu, Gui-Hua Lin:
Stability Analysis of One Stage Stochastic Mathematical Programs with Complementarity Constraints. J. Optim. Theory Appl. 152(2): 537-555 (2012) - 2011
- [j4]Yongchao Liu, Gui-Hua Lin:
Convergence Analysis of a Regularized Sample Average Approximation Method for Stochastic Mathematical Programs with complementarity Constraints. Asia Pac. J. Oper. Res. 28(6): 755-771 (2011) - [j3]Yongchao Liu, Jin Zhang, Gui-Hua Lin:
Stochastic mathematical programs with hybrid equilibrium constraints. J. Comput. Appl. Math. 235(13): 3870-3882 (2011) - [j2]Yongchao Liu, Huifu Xu, Jane J. Ye:
Penalized Sample Average Approximation Methods for Stochastic Mathematical Programs with Complementarity Constraints. Math. Oper. Res. 36(4): 670-694 (2011) - [j1]Yongchao Liu, Huifu Xu, Gui-Hua Lin:
Stability Analysis of Two-Stage Stochastic Mathematical Programs with Complementarity Constraints via NLP Regularization. SIAM J. Optim. 21(3): 669-705 (2011)
2000 – 2009
- 2007
- [c1]Yongchao Liu, Yunjie Zhang:
Optimizing Parameters of Fuzzy c-Means Clustering Algorithm. FSKD (1) 2007: 633-638
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