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2020 – today
- 2024
[j20]Shaoyan Guo
, Huifu Xu, Sainan Zhang:
Utility Preference Robust Optimization with Moment-Type Information Structure. Oper. Res. 72(5): 2241-2261 (2024)- 2023
- [j19]Shaoyan Guo, Hou-Duo Qi, Liwei Zhang:
Perturbation analysis of the euclidean distance matrix optimization problem and its numerical implications. Comput. Optim. Appl. 86(3): 1193-1227 (2023) - [j18]Shaoyan Guo, Huifu Xu, Liwei Zhang:
Statistical Robustness of Empirical Risks in Machine Learning. J. Mach. Learn. Res. 24: 125:1-125:38 (2023) - [j17]Shaoyan Guo, Huifu Xu:
Data perturbations in stochastic generalized equations: statistical robustness in static and sample average approximated models. Math. Program. 202(1): 135-168 (2023) - 2022
- [j16]Erick Delage, Shaoyan Guo, Huifu Xu:
Shortfall Risk Models When Information on Loss Function Is Incomplete. Oper. Res. 70(6): 3511-3518 (2022) - [j15]Shaoyan Guo, Huifu Xu:
Robust spectral risk optimization when the subjective risk aversion is ambiguous: a moment-type approach. Math. Program. 194(1): 305-340 (2022) - 2021
- [j14]Judy Yangjun Lin, Shaoyan Guo, Longhan Xie, Ruxu Du, Gu Xu:
A discrete method for the initialization of semi-discrete optimal transport problem. Knowl. Based Syst. 212: 106608 (2021) - [j13]Shaoyan Guo, Huifu Xu:
Statistical robustness in utility preference robust optimization models. Math. Program. 190(1): 679-720 (2021) - [j12]Shaoyan Guo, Huifu Xu, Liwei Zhang:
Existence and Approximation of Continuous Bayesian Nash Equilibria in Games with Continuous Type and Action Spaces. SIAM J. Optim. 31(4): 2481-2507 (2021) - 2020
- [j11]Judy Yangjun Lin, Shaoyan Guo, Longhan Xie, Gu Xu:
Multi-projection of unequal dimension optimal transport theory for Generative Adversary Networks. Neural Networks 128: 107-125 (2020)
2010 – 2019
- 2019
- [j10]Liwei Zhang, Shengzhe Gao, Shaoyan Guo:
Statistical Inference of Second-Order Cone Programming. Asia Pac. J. Oper. Res. 36(2): 1940003:1-1940003:17 (2019) - [j9]Lipo Mo, Shaoyan Guo:
Consensus of Linear Multi-Agent Systems with Persistent Disturbances via Distributed Output Feedback. J. Syst. Sci. Complex. 32(3): 835-845 (2019) - [j8]Lipo Mo, Xiaolin Yuan, Yingmin Jia, Shaoyan Guo:
Mean-square Quasi-composite Rotating Formation Control of Second-order Multi-agent Systems under Stochastic Communication Noises. J. Robotics Netw. Artif. Life 6(2): 89-96 (2019) - [j7]Shaoyan Guo, Huifu Xu:
Distributionally robust shortfall risk optimization model and its approximation. Math. Program. 174(1-2): 473-498 (2019) - 2018
- [j6]Qingsong Duan, Mengwei Xu, Shaoyan Guo, Liwei Zhang:
Quantitative Stability of Two-Stage Linear Second-Order Conic Stochastic Programs with Full Random Recourse. Asia Pac. J. Oper. Res. 35(5): 1850031:1-1850031:24 (2018) - [j5]Lipo Mo, Shaoyan Guo, Yongguang Yu:
Mean-square consensus of heterogeneous multi-agent systems with nonconvex constraints, Markovian switching topologies and delays. Neurocomputing 291: 167-174 (2018) - [j4]Shaoyan Guo, Lipo Mo, Yongguang Yu:
Mean-square consensus of heterogeneous multi-agent systems with communication noises. J. Frankl. Inst. 355(8): 3717-3736 (2018) - 2017
- [j3]Shaoyan Guo, Huifu Xu, Liwei Zhang:
Probability approximation schemes for stochastic programs with distributionally robust second-order dominance constraints. Optim. Methods Softw. 32(4): 770-789 (2017) - [j2]Shaoyan Guo, Huifu Xu, Liwei Zhang:
Convergence Analysis for Mathematical Programs with Distributionally Robust Chance Constraint. SIAM J. Optim. 27(2): 784-816 (2017) - 2013
- [j1]Liwei Zhang, Shaoyan Guo, Jia Wu, Shoulin Hao:
Nonsingularity in matrix conic optimization induced by spectral norm via a smoothing metric projector. Math. Methods Oper. Res. 78(3): 373-404 (2013)
Coauthor Index
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