| Convergence analysis for distributionally robust optimization and equilibrium problems H Sun, H Xu Mathematics of Operations Research 41 (2), 377-401, 2016 | 108 | 2016 |
| Distributionally robust optimization with matrix moment constraints: Lagrange duality and cutting plane methods H Xu, Y Liu, H Sun Mathematical programming 169, 489-529, 2018 | 82 | 2018 |
| Discrete approximation of two-stage stochastic and distributionally robust linear complementarity problems X Chen, H Sun, H Xu Mathematical Programming 177, 255-289, 2019 | 65 | 2019 |
| Convergence Analysis of Sample Average Approximation of Two-stage Stochastic Generalized Equations X Chen, A Shapiro, H Sun SIAM Journal on Optimization, 2019 | 57 | 2019 |
| Asymptotic analysis of sample average approximation for stochastic optimization problems with joint chance constraints via conditional value at risk and difference of convex … H Sun, H Xu, Y Wang Journal of Optimization Theory and Applications 161, 257-284, 2014 | 40 | 2014 |
| Exact Penalization, Level Function Method and Modified Cutting-Plane Method for Stochastic Programs with Second Order Stochastic Dominance Constraints H Sun, H Xu, R Meskarian, Y Wang SIAM Journal of Optimization 23 (1), 602–631, 2013 | 29 | 2013 |
| Two-stage stochastic variational inequalities: theory, algorithms and applications HL Sun, XJ Chen Journal of the Operations Research Society of China 9 (1), 1-32, 2021 | 22 | 2021 |
| A vehicle routing problem with distribution uncertainty in deadlines D Zhang, D Li, H Sun, L Hou European Journal of Operational Research 292 (1), 311-326, 2021 | 20 | 2021 |
| Distributionally robust chance constrained optimization for economic dispatch in renewable energy integrated systems X Tong, H Sun, X Luo, Q Zheng Journal of Global Optimization 70 (1), 131-158, 2018 | 20 | 2018 |
| Regularized mathematical programs with stochastic equilibrium constraints: estimating structural demand models X Chen, H Sun, RJB Wets SIAM Journal on Optimization 25 (1), 53-75, 2015 | 16 | 2015 |
| Convergence analysis of stationary points in sample average approximation of stochastic programs with second order stochastic dominance constraints H Sun, H Xu Math. Program. Ser. A 143, 31-59, 2014 | 16 | 2014 |
| Decomposition and Discrete Approximation Methods for Solving Two-Stage Distributionally Robust Optimization Problems Y Chen, H Sun, H Xu Computational Optimization and Applications 78, 205-238, 2021 | 15* | 2021 |
| Convergence analysis of sample average approximation for a class of stochastic nonlinear complementarity problems: from two-stage to multistage J Jiang, H Sun, B Zhou Numerical Algorithms 89 (1), 167-194, 2022 | 13 | 2022 |
| A note on uniform exponential convergence of sample average approximation of random functions H Sun, H Xu Journal of Mathematical Analysis and Applications 385 (2), 698-708, 2012 | 13 | 2012 |
| The subdifferential of measurable composite max integrands and smoothing approximation JV Burke, X Chen, H Sun Mathematical Programming 181, 229-264, 2020 | 12 | 2020 |
| SAA-regularized methods for multiproduct price optimization under the pure characteristics demand model H Sun, CL Su, X Chen Mathematical Programming 165, 361-385, 2017 | 10 | 2017 |
| SPARSE MARKOWITZ PORTFOLIO SELECTION BY USING STOCHASTIC LINEAR COMPLEMENTARITY APPROACH. Q Wang, H Sun Journal of Industrial & Management Optimization 14 (2), 2018 | 9 | 2018 |
| A SMOOTHING PENALIZED SAMPLE AVERAGE APPROXIMATION METHOD FOR STOCHASTIC PROGRAMS WITH SECOND-ORDER STOCHASTIC DOMINANCE CONSTRAINTS H Sun, H Xu, Y Wang Asia-Pacific Journal of Operational Research 30 (03), 2013 | 7 | 2013 |
| Subdifferentiation and smoothing of nonsmooth integral functionals JV Burke, X Chen, H Sun Preprint, Optimization-Online, 2017 | 5 | 2017 |
| Distributionally Robust Stochastic Variational Inequalities H Sun, A Shapiro, X Chen Mathematical Programming 200, 279–317, 2023 | 4 | 2023 |
xiaojun chenChair Professor of Applied Mathematics, The Hong Kong Polytechnic UniversityEmail verificata su inet.polyu.edu.hk
