Shaoyan Guo

According to our database, Shaoyan Guo authored at least 20 papers between 2013 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Utility Preference Robust Optimization with Moment-Type Information Structure.

Shaoyan Guo, Huifu Xu, Sainan Zhang

Oper. Res., 2024

2023

Perturbation analysis of the euclidean distance matrix optimization problem and its numerical implications.

Shaoyan Guo, Hou-Duo Qi, Liwei Zhang

Comput. Optim. Appl., December, 2023

Data perturbations in stochastic generalized equations: statistical robustness in static and sample average approximated models.

Shaoyan Guo, Huifu Xu

Math. Program., November, 2023

Statistical Robustness of Empirical Risks in Machine Learning.

Shaoyan Guo, Huifu Xu, Liwei Zhang

J. Mach. Learn. Res., 2023

2022

Shortfall Risk Models When Information on Loss Function Is Incomplete.

Erick Delage, Shaoyan Guo, Huifu Xu

Oper. Res., November, 2022

Robust spectral risk optimization when the subjective risk aversion is ambiguous: a moment-type approach.

Shaoyan Guo, Huifu Xu

Math. Program., 2022

2021

Existence and Approximation of Continuous Bayesian Nash Equilibria in Games with Continuous Type and Action Spaces.

Shaoyan Guo, Huifu Xu, Liwei Zhang

SIAM J. Optim., 2021

Statistical robustness in utility preference robust optimization models.

Shaoyan Guo, Huifu Xu

Math. Program., 2021

A discrete method for the initialization of semi-discrete optimal transport problem.

Judy Yangjun Lin, Shaoyan Guo, Longhan Xie, Ruxu Du, Gu Xu

Knowl. Based Syst., 2021

2020

Multi-projection of unequal dimension optimal transport theory for Generative Adversary Networks.

Judy Yangjun Lin, Shaoyan Guo, Longhan Xie, Gu Xu

Neural Networks, 2020

2019

Distributionally robust shortfall risk optimization model and its approximation.

Shaoyan Guo, Huifu Xu

Math. Program., 2019

Mean-square Quasi-composite Rotating Formation Control of Second-order Multi-agent Systems under Stochastic Communication Noises.

Lipo Mo, Xiaolin Yuan, Yingmin Jia, Shaoyan Guo

J. Robotics Netw. Artif. Life, 2019

Consensus of Linear Multi-Agent Systems with Persistent Disturbances via Distributed Output Feedback.

Lipo Mo, Shaoyan Guo

J. Syst. Sci. Complex., 2019

Statistical Inference of Second-Order Cone Programming.

Liwei Zhang, Shengzhe Gao, Shaoyan Guo

Asia Pac. J. Oper. Res., 2019

2018

Mean-square consensus of heterogeneous multi-agent systems with communication noises.

Shaoyan Guo, Lipo Mo, Yongguang Yu

J. Frankl. Inst., 2018

Mean-square consensus of heterogeneous multi-agent systems with nonconvex constraints, Markovian switching topologies and delays.

Lipo Mo, Shaoyan Guo, Yongguang Yu

Neurocomputing, 2018

Quantitative Stability of Two-Stage Linear Second-Order Conic Stochastic Programs with Full Random Recourse.

Qingsong Duan, Mengwei Xu, Shaoyan Guo, Liwei Zhang

Asia Pac. J. Oper. Res., 2018

2017

Convergence Analysis for Mathematical Programs with Distributionally Robust Chance Constraint.

Shaoyan Guo, Huifu Xu, Liwei Zhang

SIAM J. Optim., 2017

Probability approximation schemes for stochastic programs with distributionally robust second-order dominance constraints.

Shaoyan Guo, Huifu Xu, Liwei Zhang

Optim. Methods Softw., 2017

2013

Nonsingularity in matrix conic optimization induced by spectral norm via a smoothing metric projector.

Liwei Zhang, Shaoyan Guo, Jia Wu, Shoulin Hao

Math. Methods Oper. Res., 2013