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Hailin Sun
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Journal Articles
- 2025
- [j27]Bin Zhou, Jie Jiang, Yongzhong Song, Hailin Sun
:
Variance-based stochastic projection gradient method for two-stage co-coercive stochastic variational inequalities. Numer. Algorithms 98(1): 1-33 (2025) - 2024
- [j26]Bin Zhou, Jie Jiang, Hailin Sun
:
Dynamic stochastic projection method for multistage stochastic variational inequalities. Comput. Optim. Appl. 89(2): 485-516 (2024) - [j25]Jie Jiang
, Hailin Sun
:
Discrete approximation for two-stage stochastic variational inequalities. J. Glob. Optim. 89(1): 117-142 (2024) - [j24]Jie Jiang
, Hailin Sun
, Xiaojun Chen:
Data-Driven Distributionally Robust Multiproduct Pricing Problems under Pure Characteristics Demand Models. SIAM J. Optim. 34(3): 2917-2942 (2024) - 2023
- [j23]Xiaojiao Tong, Manlan Li
, Hailin Sun
:
Decision bounding problems for two-stage distributionally robust stochastic bilevel optimization. J. Glob. Optim. 87(2): 679-707 (2023) - [j22]Jie Jiang
, Hailin Sun
:
Monotonicity and Complexity of Multistage Stochastic Variational Inequalities. J. Optim. Theory Appl. 196(2): 433-460 (2023) - [j21]Hailin Sun
, Alexander Shapiro, Xiaojun Chen
:
Distributionally robust stochastic variational inequalities. Math. Program. 200(1): 279-317 (2023) - 2022
- [j20]Hailin Sun
, Dali Zhang
, Soon-Yi Wu, Liang Cheng:
A modified exchange algorithm for distributional robust optimization and applications in risk management. Int. Trans. Oper. Res. 29(1): 130-157 (2022) - [j19]Jie Jiang, Hailin Sun
, Bin Zhou:
Convergence analysis of sample average approximation for a class of stochastic nonlinear complementarity problems: from two-stage to multistage. Numer. Algorithms 89(1): 167-194 (2022) - 2021
- [j18]Yannan Chen, Hailin Sun
, Huifu Xu:
Decomposition and discrete approximation methods for solving two-stage distributionally robust optimization problems. Comput. Optim. Appl. 78(1): 205-238 (2021) - [j17]Dali Zhang, Dong Li, Hailin Sun
, Liwen Hou:
A vehicle routing problem with distribution uncertainty in deadlines. Eur. J. Oper. Res. 292(1): 311-326 (2021) - [j16]Hailin Sun
, Li Li
, Mai Xu
, Qinpeng Li, Zheng Huang
:
Using Minimum Component and CNN for Satellite Remote Sensing Image Cloud Detection. IEEE Geosci. Remote. Sens. Lett. 18(12): 2162-2166 (2021) - 2020
- [j15]Zheng Huang
, Li Li
, Hailin Sun
:
Global Biased Pruning Considering Layer Contribution. IEEE Access 8: 173521-173529 (2020) - [j14]Min Xi, Wenyu Sun
, Yannan Chen, Hailin Sun
:
A derivative-free algorithm for spherically constrained optimization. J. Glob. Optim. 76(4): 841-861 (2020) - [j13]James V. Burke, Xiaojun Chen
, Hailin Sun
:
The subdifferential of measurable composite max integrands and smoothing approximation. Math. Program. 181(2): 229-264 (2020) - 2019
- [j12]Xiaojun Chen, Hailin Sun
, Huifu Xu
:
Discrete approximation of two-stage stochastic and distributionally robust linear complementarity problems. Math. Program. 177(1-2): 255-289 (2019) - [j11]Xiaojun Chen, Alexander Shapiro, Hailin Sun
:
Convergence Analysis of Sample Average Approximation of Two-Stage Stochastic Generalized Equations. SIAM J. Optim. 29(1): 135-161 (2019) - 2018
- [j10]Xiaojiao Tong, Hailin Sun
, Xiao Luo, Quanguo Zheng:
Distributionally robust chance constrained optimization for economic dispatch in renewable energy integrated systems. J. Glob. Optim. 70(1): 131-158 (2018) - [j9]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) - 2017
- [j8]Hailin Sun
, Che-Lin Su, Xiaojun Chen:
SAA-regularized methods for multiproduct price optimization under the pure characteristics demand model. Math. Program. 165(1): 361-389 (2017) - 2016
- [j7]Sanxi Li, Hailin Sun, Tong Wang
, Jun Yu:
Assortative matching and risk sharing. J. Econ. Theory 163: 248-275 (2016) - [j6]Hailin Sun
, Huifu Xu
:
Convergence Analysis for Distributionally Robust Optimization and Equilibrium Problems. Math. Oper. Res. 41(2): 377-401 (2016) - 2015
- [j5]Xiaojun Chen
, Hailin Sun
, Roger J.-B. Wets:
Regularized Mathematical Programs with Stochastic Equilibrium Constraints: Estimating Structural Demand Models. SIAM J. Optim. 25(1): 53-75 (2015) - 2014
- [j4]Hailin Sun
, Huifu Xu
, Yong Wang:
Asymptotic Analysis of Sample Average Approximation for Stochastic Optimization Problems with Joint Chance Constraints via Conditional Value at Risk and Difference of Convex Functions. J. Optim. Theory Appl. 161(1): 257-284 (2014) - [j3]Hailin Sun
, Huifu Xu
:
Convergence analysis of stationary points in sample average approximation of stochastic programs with second order stochastic dominance constraints. Math. Program. 143(1-2): 31-59 (2014) - 2013
- [j2]Hailin Sun
, Huifu Xu
, Yong Wang:
A smoothing penalized Sample Average Approximation Method for Stochastic Programs with Second-Order Stochastic Dominance Constraints. Asia Pac. J. Oper. Res. 30(3) (2013) - [j1]Hailin Sun
, Huifu Xu
, Rudabeh Meskarian, Yong Wang:
Exact Penalization, Level Function Method, and Modified Cutting-Plane Method for Stochastic Programs with Second Order Stochastic Dominance Constraints. SIAM J. Optim. 23(1): 602-631 (2013)
Conference and Workshop Papers
- 2023
- [c1]Dongxiao Jiang
, Hailin Sun
, Jiahua Lin
, Jie Jiang
, Xing Sun
, Yanchi Li
, Bocheng Xia
, Siyuan Xiao
, Yulong Liu
:
Towards Dual Optimization of Efficiency and Accuracy: Hyper Billion Scale Model Computing Platform for Address Services. CSAI 2023: 388-395
Coauthor Index

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