Shaoyan Guo

20 papers Journal 20
YearRankTypeTitle / Venue / Authors
2024 J jnl
Utility Preference Robust Optimization with Moment-Type Information Structure.
Oper. Res.
Shaoyan Guo, Huifu Xu, Sainan Zhang
2023 J jnl
Data perturbations in stochastic generalized equations: statistical robustness in static and sample average approximated models.
Math. Program.
Shaoyan Guo, Huifu Xu
2023 J jnl
Perturbation analysis of the euclidean distance matrix optimization problem and its numerical implications.
Comput. Optim. Appl.
Shaoyan Guo, Hou-Duo Qi, Liwei Zhang
2023 J jnl
Statistical Robustness of Empirical Risks in Machine Learning.
J. Mach. Learn. Res.
Shaoyan Guo, Huifu Xu, Liwei Zhang
2022 J jnl
Robust spectral risk optimization when the subjective risk aversion is ambiguous: a moment-type approach.
Math. Program.
Shaoyan Guo, Huifu Xu
2022 J jnl
Shortfall Risk Models When Information on Loss Function Is Incomplete.
Oper. Res.
Erick Delage, Shaoyan Guo, Huifu Xu
2021 J jnl
A discrete method for the initialization of semi-discrete optimal transport problem.
Knowl. Based Syst.
Judy Yangjun Lin, Shaoyan Guo, Longhan Xie, Ruxu Du, Gu Xu
2021 J jnl
Existence and Approximation of Continuous Bayesian Nash Equilibria in Games with Continuous Type and Action Spaces.
SIAM J. Optim.
Shaoyan Guo, Huifu Xu, Liwei Zhang
2021 J jnl
Statistical robustness in utility preference robust optimization models.
Math. Program.
Shaoyan Guo, Huifu Xu
2020 J jnl
Multi-projection of unequal dimension optimal transport theory for Generative Adversary Networks.
Neural Networks
Judy Yangjun Lin, Shaoyan Guo, Longhan Xie, Gu Xu
2019 J jnl
Consensus of Linear Multi-Agent Systems with Persistent Disturbances via Distributed Output Feedback.
J. Syst. Sci. Complex.
Lipo Mo, Shaoyan Guo
2019 J jnl
Distributionally robust shortfall risk optimization model and its approximation.
Math. Program.
Shaoyan Guo, Huifu Xu
2019 J jnl
Mean-square Quasi-composite Rotating Formation Control of Second-order Multi-agent Systems under Stochastic Communication Noises.
J. Robotics Netw. Artif. Life
Lipo Mo, Xiaolin Yuan, Yingmin Jia, Shaoyan Guo
2019 J jnl
Statistical Inference of Second-Order Cone Programming.
Asia Pac. J. Oper. Res.
Liwei Zhang, Shengzhe Gao, Shaoyan Guo
2018 J jnl
Mean-square consensus of heterogeneous multi-agent systems with communication noises.
J. Frankl. Inst.
Shaoyan Guo, Lipo Mo, Yongguang Yu
2018 J jnl
Mean-square consensus of heterogeneous multi-agent systems with nonconvex constraints, Markovian switching topologies and delays.
Neurocomputing
Lipo Mo, Shaoyan Guo, Yongguang Yu
2018 J jnl
Quantitative Stability of Two-Stage Linear Second-Order Conic Stochastic Programs with Full Random Recourse.
Asia Pac. J. Oper. Res.
Qingsong Duan, Mengwei Xu, Shaoyan Guo, Liwei Zhang
2017 J jnl
Convergence Analysis for Mathematical Programs with Distributionally Robust Chance Constraint.
SIAM J. Optim.
Shaoyan Guo, Huifu Xu, Liwei Zhang
2017 J jnl
Probability approximation schemes for stochastic programs with distributionally robust second-order dominance constraints.
Optim. Methods Softw.
Shaoyan Guo, Huifu Xu, Liwei Zhang
2013 J jnl
Nonsingularity in matrix conic optimization induced by spectral norm via a smoothing metric projector.
Math. Methods Oper. Res.
Liwei Zhang, Shaoyan Guo, Jia Wu, Shoulin Hao