Siqian Shen
Orcid: 0000-0002-2854-163X
According to our database1,
Siqian Shen
authored at least 54 papers
between 2010 and 2023.
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Bibliography
2023
Traffic signal control under stochastic traffic demand and vehicle turning via decentralized decomposition approaches.
Eur. J. Oper. Res., October, 2023
Time window optimization for attended home service delivery under multiple sources of uncertainties.
Comput. Oper. Res., 2023
Resource distribution under spatiotemporal uncertainty of disease spread: Stochastic versus robust approaches.
Comput. Oper. Res., 2023
A Multi-Objective Mixed-Integer Programming Approach for Supply Chain Disruption Response with Lead-Time Awareness.
Proceedings of the 19th IEEE International Conference on Automation Science and Engineering, 2023
2022
Multistage distributionally robust mixed-integer programming with decision-dependent moment-based ambiguity sets.
Math. Program., 2022
The University of Michigan Implements a Hub-and-Spoke Design to Accommodate Social Distancing in the Campus Bus System Under COVID-19 Restrictions.
INFORMS J. Appl. Anal., 2022
Improving Column Generation for Vehicle Routing Problems via Random Coloring and Parallelization.
INFORMS J. Comput., 2022
CoRR, 2022
A Model-based Multi-agent Framework to Enable an Agile Response to Supply Chain Disruptions.
CoRR, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Online Learning and Pricing with Reusable Resources: Linear Bandits with Sub-Exponential Rewards.
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the 61st IEEE Conference on Decision and Control, 2022
A Model-based Multi-agent Framework to Enable an Agile Response to Supply Chain Disruptions<sup>*</sup>.
Proceedings of the 18th IEEE International Conference on Automation Science and Engineering, 2022
2021
Benders Cut Classification via Support Vector Machines for Solving Two-Stage Stochastic Programs.
INFORMS J. Optim., July, 2021
Distributionally Robust Partially Observable Markov Decision Process with Moment-Based Ambiguity.
SIAM J. Optim., 2021
Manuf. Serv. Oper. Manag., 2021
INFORMS J. Comput., 2021
Distributionally robust facility location problem under decision-dependent stochastic demand.
Eur. J. Oper. Res., 2021
2020
An Integrated Decomposition and Approximate Dynamic Programming Approach for On-Demand Ride Pooling.
IEEE Trans. Intell. Transp. Syst., 2020
An integrated car-and-ride sharing system for mobilizing heterogeneous travelers with application in underserved communities.
IISE Trans., 2020
Pricing of reusable resources under ambiguous distributions of demand and service time with emerging applications.
Eur. J. Oper. Res., 2020
An Optimization-and-Simulation Framework for Redesigning University Campus Bus System with Social Distancing.
CoRR, 2020
Context-aware Route Recommendation with Weight Learning through Deep Neural Networks.
Proceedings of the 2020 American Control Conference, 2020
2019
INFORMS J. Comput., 2019
Distributionally Robust Building Load Control to Compensate Fluctuations in Solar Power Generation.
Proceedings of the 2019 American Control Conference, 2019
2018
SIAM J. Optim., 2018
Oper. Res. Lett., 2018
Solving 0-1 semidefinite programs for distributionally robust allocation of surgery blocks.
Optim. Lett., 2018
Optimizing the Profitability and Quality of Service in Carshare Systems Under Demand Uncertainty.
Manuf. Serv. Oper. Manag., 2018
INFORMS J. Comput., 2018
Comput. Oper. Res., 2018
2017
Oper. Res. Lett., 2017
不完全数据集的差分隐私保护决策树研究 (Method of Constructing Differential Privacy Decision Tree Classifier with Incomplete Data Sets).
计算机科学, 2017
Integer Programming Approaches for Appointment Scheduling with Random No-Shows and Service Durations.
Oper. Res., 2017
Production planning problems with joint service-level guarantee: a computational study.
Int. J. Prod. Res., 2017
Network design in scarce data environment using moment-based distributionally robust optimization.
Comput. Oper. Res., 2017
Proceedings of the Integration of AI and OR Techniques in Constraint Programming, 2017
2016
Decomposition algorithms for optimizing multi-server appointment scheduling with chance constraints.
Math. Program., 2016
Multi-objective probabilistically constrained programs with variable risk: Models for multi-portfolio financial optimization.
Eur. J. Oper. Res., 2016
2015
Chance-Constrained Programming Models and Approximations for General Stochastic Bottleneck Spanning Tree Problems.
INFORMS J. Comput., 2015
Proceedings of the Experimental Algorithms - 14th International Symposium, 2015
Data-driven optimization approaches for optimal power flow with uncertain reserves from load control.
Proceedings of the American Control Conference, 2015
2014
Using integer programming for balancing return and risk in problems with individual chance constraints.
Comput. Oper. Res., 2014
2013
Integer programming models and algorithms for the graph decontamination problem with mobile agents.
Networks, 2013
Optimizing designs and operations of a single network or multiple interdependent infrastructures under stochastic arc disruption.
Comput. Oper. Res., 2013
Ann. Oper. Res., 2013
2012
Polynomial-time algorithms for solving a class of critical node problems on trees and series-parallel graphs.
Networks, 2012
Exact interdiction models and algorithms for disconnecting networks via node deletions.
Discret. Optim., 2012
Risk and Energy Consumption Tradeoffs in Cloud Computing Service via Stochastic Optimization Models.
Proceedings of the IEEE Fifth International Conference on Utility and Cloud Computing, 2012
2010
Expectation and Chance-Constrained Models and Algorithms for Insuring Critical Paths.
Manag. Sci., 2010