Expectation and Chance-Constrained Models and Algorithms for Insuring Critical Paths. - Siqian Shen; J. Cole Smith; Shabbir Ahmed 001 (Manag. Sci., 2010)

Risk and Energy Consumption Tradeoffs in Cloud Computing Service via Stochastic Optimization Models. - Jue Wang; Siqian Shen (UCC, 2012)

Exact interdiction models and algorithms for disconnecting networks via node deletions. - Siqian Shen; J. Cole Smith; Roshan Goli (Discret. Optim., 2012)

Polynomial-time algorithms for solving a class of critical node problems on trees and series-parallel graphs. - Siqian Shen; J. Cole Smith (Networks, 2012)

A decomposition approach for solving a broadcast domination network design problem. - Siqian Shen; J. Cole Smith (Ann. Oper. Res., 2013)

Optimizing designs and operations of a single network or multiple interdependent infrastructures under stochastic arc disruption. - Siqian Shen (Comput. Oper. Res., 2013)

Integer programming models and algorithms for the graph decontamination problem with mobile agents. - John Penuel; J. Cole Smith; Siqian Shen (Networks, 2013)

Using integer programming for balancing return and risk in problems with individual chance constraints. - Siqian Shen (Comput. Oper. Res., 2014)

Data-driven optimization approaches for optimal power flow with uncertain reserves from load control. - Yiling Zhang 001; Siqian Shen; Johanna L. Mathieu (ACC, 2015)

Submodular Minimization in the Context of Modern LP and MILP Methods and Solvers. - Andrew Orso; Jon Lee 001; Siqian Shen (SEA, 2015)

Chance-Constrained Programming Models and Approximations for General Stochastic Bottleneck Spanning Tree Problems. - Siqian Shen; Murat Kurt; Jue Wang (INFORMS J. Comput., 2015)

Special issue on optimization in military applications. - Vladimir Boginski; Eduardo L. Pasiliao; Siqian Shen (Optim. Lett., 2015)

Multi-objective probabilistically constrained programs with variable risk: Models for multi-portfolio financial optimization. - Miguel A. Lejeune; Siqian Shen (Eur. J. Oper. Res., 2016)

Risk-Averse Shortest Path Interdiction. - Yongjia Song; Siqian Shen (INFORMS J. Comput., 2016)

Decomposition algorithms for optimizing multi-server appointment scheduling with chance constraints. - Yan Deng; Siqian Shen (Math. Program., 2016)

Minimum Makespan Vehicle Routing Problem with Compatibility Constraints. - Miao Yu 003; Viswanath Nagarajan; Siqian Shen (CPAIOR, 2017)

Network design in scarce data environment using moment-based distributionally robust optimization. - Hideaki Nakao; Siqian Shen; Zhihao Chen (Comput. Oper. Res., 2017)

Production planning problems with joint service-level guarantee: a computational study. - Yuchen Jiang; Juan Xu; Siqian Shen; Cong Shi 001 (Int. J. Prod. Res., 2017)

Integer Programming Approaches for Appointment Scheduling with Random No-Shows and Service Durations. - Ruiwei Jiang; Siqian Shen; Yiling Zhang 001 (Oper. Res., 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). - Siqian Shen; Yuguang Mao; Guanru Jiang (计算机科学, 2017)

Distributionally robust appointment scheduling with moment-based ambiguity set. - Yiling Zhang 001; Siqian Shen; S. Ayca Erdogan (Oper. Res. Lett., 2017)

Stochastic maximum flow interdiction problems under heterogeneous risk preferences. - Xiao Lei; Siqian Shen; Yongjia Song (Comput. Oper. Res., 2018)

Parallel Scenario Decomposition of Risk-Averse 0-1 Stochastic Programs. - Yan Deng; Shabbir Ahmed 001; Siqian Shen (INFORMS J. Comput., 2018)

Optimizing the Profitability and Quality of Service in Carshare Systems Under Demand Uncertainty. - Mengshi Lu; Zhihao Chen; Siqian Shen (Manuf. Serv. Oper. Manag., 2018)

Solving 0-1 semidefinite programs for distributionally robust allocation of surgery blocks. - Yiling Zhang 001; Siqian Shen; S. Ayca Erdogan (Optim. Lett., 2018)

An approximation algorithm for vehicle routing with compatibility constraints. - Miao Yu 003; Viswanath Nagarajan; Siqian Shen (Oper. Res. Lett., 2018)

Ambiguous Chance-Constrained Binary Programs under Mean-Covariance Information. - Yiling Zhang 001; Ruiwei Jiang; Siqian Shen (SIAM J. Optim., 2018)

Distributionally Robust Building Load Control to Compensate Fluctuations in Solar Power Generation. - Yiling Zhang 001; Jin Dong; P. Teja Kuruganti; Siqian Shen; Yaosuo Xue (ACC, 2019)

Chance-Constrained Surgery Planning Under Conditions of Limited and Ambiguous Data. - Yan Deng; Siqian Shen; Brian T. Denton (INFORMS J. Comput., 2019)

Context-aware Route Recommendation with Weight Learning through Deep Neural Networks. - Huiwen Jia; Jun Fang; Naiqiang Tan; Xinyue Liu; Zengwei Huo; Nan Ma; Guobin Wu 001; Hua Chai; Xiaohu Qie; Bo Zhang; Yafeng Yin 001; Siqian Shen (ACC, 2020)

An Optimization-and-Simulation Framework for Redesigning University Campus Bus System with Social Distancing. - Gongyu Chen; Xinyu Fei; Huiwen Jia; Xian Yu; Siqian Shen (CoRR, 2020)

Pricing of reusable resources under ambiguous distributions of demand and service time with emerging applications. - Xuan Vinh Doan; Xiao Lei; Siqian Shen (Eur. J. Oper. Res., 2020)

An integrated car-and-ride sharing system for mobilizing heterogeneous travelers with application in underserved communities. - Miao Yu 003; Siqian Shen (IISE Trans., 2020)

An Integrated Decomposition and Approximate Dynamic Programming Approach for On-Demand Ride Pooling. - Xian Yu; Siqian Shen (IEEE Trans. Intell. Transp. Syst., 2020)

Distributionally robust facility location problem under decision-dependent stochastic demand. - Beste Basciftci; Shabbir Ahmed 001; Siqian Shen (Eur. J. Oper. Res., 2021)

Scenario Grouping and Decomposition Algorithms for Chance-Constrained Programs. - Yan Deng; Huiwen Jia; Shabbir Ahmed 001; Jon Lee 001; Siqian Shen (INFORMS J. Comput., 2021)

On the Values of Vehicle-to-Grid Electricity Selling in Electric Vehicle Sharing. - Yiling Zhang 001; Mengshi Lu; Siqian Shen (Manuf. Serv. Oper. Manag., 2021)

Multi-armed bandit with sub-exponential rewards. - Huiwen Jia; Cong Shi 001; Siqian Shen (Oper. Res. Lett., 2021)

Distributionally Robust Partially Observable Markov Decision Process with Moment-Based Ambiguity. - Hideaki Nakao; Ruiwei Jiang; Siqian Shen (SIAM J. Optim., 2021)

Benders Cut Classification via Support Vector Machines for Solving Two-Stage Stochastic Programs. - Huiwen Jia; Siqian Shen (INFORMS J. Optim., 2021)

A Model-based Multi-agent Framework to Enable an Agile Response to Supply Chain Disruptions*. - Mingjie Bi; Gongyu Chen; Dawn M. Tilbury; Siqian Shen; Kira Barton (CASE, 2022)

Risk-Averse Reinforcement Learning via Dynamic Time-Consistent Risk Measures. - Xian Yu; Siqian Shen (CDC, 2022)

Online Learning and Pricing with Reusable Resources: Linear Bandits with Sub-Exponential Rewards. - Huiwen Jia; Cong Shi 001; Siqian Shen (ICML, 2022)

Online Learning and Pricing for Network Revenue Management with Reusable Resources. - Huiwen Jia; Cong Shi 001; Siqian Shen (NeurIPS, 2022)

A Model-based Multi-agent Framework to Enable an Agile Response to Supply Chain Disruptions. - Mingjie Bi; Gongyu Chen; Dawn M. Tilbury; Siqian Shen; Kira Barton (CoRR, 2022)

Frequency-Secured Unit Commitment: Tight Approximation using Bernstein Polynomials. - Bo Zhou; Ruiwei Jiang; Siqian Shen (CoRR, 2022)

Improving Column Generation for Vehicle Routing Problems via Random Coloring and Parallelization. - Miao Yu 003; Viswanath Nagarajan; Siqian Shen (INFORMS J. Comput., 2022)

The University of Michigan Implements a Hub-and-Spoke Design to Accommodate Social Distancing in the Campus Bus System Under COVID-19 Restrictions. - Gongyu Chen; Xinyu Fei; Huiwen Jia; Xian Yu; Siqian Shen (INFORMS J. Appl. Anal., 2022)

Multistage distributionally robust mixed-integer programming with decision-dependent moment-based ambiguity sets. - Xian Yu; Siqian Shen (Math. Program., 2022)

A Multi-Objective Mixed-Integer Programming Approach for Supply Chain Disruption Response with Lead-Time Awareness. - Juan-Alberto Estrada-Garcia; Mingjie Bi; Dawn M. Tilbury; Kira Barton; Siqian Shen (CASE, 2023)

Resource distribution under spatiotemporal uncertainty of disease spread: Stochastic versus robust approaches. - Beste Basciftci; Xian Yu; Siqian Shen (Comput. Oper. Res., 2023)

Time window optimization for attended home service delivery under multiple sources of uncertainties. - Xian Yu; Siqian Shen; Babak Badri-Koohi; Haitham Seada (Comput. Oper. Res., 2023)

Binary Control Pulse Optimization for Quantum Systems. - Xinyu Fei; Lucas T. Brady; Jeffrey Larson 001; Sven Leyffer; Siqian Shen (Quantum, 2023)

Traffic signal control under stochastic traffic demand and vehicle turning via decentralized decomposition approaches. - Xinyu Fei; Xingmin Wang; Xian Yu; Yiheng Feng; Henry X. Liu; Siqian Shen; Yafeng Yin 001 (Eur. J. Oper. Res., 2023)

Distributionally Robust Resource Allocation with Trust-aided Parametric Information Fusion. - Yanru Guo; Bo Zhou; Ruiwei Jiang; Xi Jessie Yang; Siqian Shen (CDC, 2024)

Sequential Charging Station Location Optimization under Uncertain Charging Behavior and User Growth. - Wenjia Shen; Bo Zhou; Ruiwei Jiang; Siqian Shen (CDC, 2024)

Learning to Solve Bilevel Programs with Binary Tender. - Bo Zhou; Ruiwei Jiang; Siqian Shen (ICLR, 2024)

The costs of overcrowding (and release): Strategic discharges for isolated facilities during epidemiological outbreaks. - Kati Moug; Siqian Shen (Comput. Oper. Res., 2024)

Distributionally Robust Resource Allocation with Trust-aided Parametric Information Fusion. - Yanru Guo; Bo Zhou; Ruiwei Jiang; Xi Yang; Siqian Shen (CoRR, 2024)

Online Learning and Pricing for Service Systems with Reusable Resources. - Huiwen Jia; Cong Shi 001; Siqian Shen (Oper. Res., 2024)

Sequential Competitive Facility Location: Exact and Approximate Algorithms. - Mingyao Qi; Ruiwei Jiang; Siqian Shen (Oper. Res., 2024)

Heterogeneous Risk Management Using a Multi-Agent Framework for Supply Chain Disruption Response. - Mingjie Bi; Juan-Alberto Estrada-Garcia; Dawn M. Tilbury; Siqian Shen; Kira Barton (IEEE Robotics Autom. Lett., 2024)

A Distributed Approach for Agile Supply Chain Decision-Making Based on Network Attributes. - Mingjie Bi; Dawn M. Tilbury; Siqian Shen; Kira Barton (IEEE Trans Autom. Sci. Eng., 2024)

Stochastic bilevel interdiction for fake news control in online social networks. - Kati Moug; Siqian Shen (Comput. Oper. Res., 2025)

Binary Quantum Control Optimization with Uncertain Hamiltonians. - Xinyu Fei; Lucas T. Brady; Jeffrey Larson 001; Sven Leyffer; Siqian Shen (INFORMS J. Comput., 2025)

Supply Chain Design Optimization With Heterogeneous Risk-Aware Agents. - Juan-Alberto Estrada-Garcia; Dawn M. Tilbury; Kira Barton; Siqian Shen (IEEE Trans Autom. Sci. Eng., 2025)

Optimization with Multi-sourced Reference Information and Unknown Trust: A Distributionally Robust Approach. - Yanru Guo; Ruiwei Jiang; Siqian Shen (CoRR, 2025)