Siqian Shen

79 papers A* 3B 2C 3Misc 1Journal 64Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Lead-Time-Aware Decomposition Approach to Optimize Disruption Response in Supply Chains.
IEEE Trans Autom. Sci. Eng.
Juan-Alberto Estrada-Garcia, Mingjie Bi, Dawn M. Tilbury, Kira Barton, Siqian Shen
2026 J jnl
Optimizing surgery scheduling under post-anesthesia care unit capacity constraints and random services durations.
Comput. Oper. Res.
Yang Zhan, Siqian Shen, Guohua Wan, Zheng Zhang
2026 J jnl
Predicting Human Altruistic and Compliance Behaviors in Multiple-Operator Single-Agent (MOSA) Interaction.
Int. J. Hum. Comput. Interact.
Hyesun Chung, Ruiwei Jiang, Siqian Shen, X. Jessie Yang
2025 J jnl
A Distributed Approach for Agile Supply Chain Decision-Making Based on Network Attributes.
CoRR
Mingjie Bi, Dawn M. Tilbury, Siqian Shen, Kira Barton
2025 J jnl
Binary Quantum Control Optimization with Uncertain Hamiltonians.
INFORMS J. Comput.
Xinyu Fei, Lucas T. Brady, Jeffrey Larson, Sven Leyffer, Siqian Shen
2025 — conf
Crowdsourced Navigation in Mass Evacuation: A Lab Study on User Contribution.
ICHMS
Hyesun Chung, Ruiwei Jiang, Siqian Shen, X. Jessie Yang
2025 J jnl
Heterogeneous Risk Management Using a Multi-Agent Framework for Supply Chain Disruption Response.
CoRR
Mingjie Bi, Juan-Alberto Estrada-Garcia, Dawn M. Tilbury, Siqian Shen, Kira Barton
2025 J jnl
On the Value of Risk-Averse Multistage Stochastic Programming in Capacity Planning.
INFORMS J. Comput.
Xian Yu, Siqian Shen
2025 J jnl
Optimization with Multi-sourced Reference Information and Unknown Trust: A Distributionally Robust Approach.
CoRR
Yanru Guo, Ruiwei Jiang, Siqian Shen
2025 J jnl
Stochastic bilevel interdiction for fake news control in online social networks.
Comput. Oper. Res.
Kati Moug, Siqian Shen
2025 J jnl
Supply Chain Design Optimization With Heterogeneous Risk-Aware Agents.
IEEE Trans Autom. Sci. Eng.
Juan-Alberto Estrada-Garcia, Dawn M. Tilbury, Kira Barton, Siqian Shen
2025 J jnl
Switching Time Optimization for Binary Quantum Optimal Control.
ACM Trans. Quantum Comput.
Xinyu Fei, Lucas T. Brady, Jeffrey Larson, Sven Leyffer, Siqian Shen
2024 J jnl
A Distributed Approach for Agile Supply Chain Decision-Making Based on Network Attributes.
IEEE Trans Autom. Sci. Eng.
Mingjie Bi, Dawn M. Tilbury, Siqian Shen, Kira Barton
2024 — conf
Distributionally Robust Resource Allocation with Trust-aided Parametric Information Fusion.
CDC
Yanru Guo, Bo Zhou, Ruiwei Jiang, Xi Jessie Yang, Siqian Shen
2024 J jnl
Distributionally Robust Resource Allocation with Trust-aided Parametric Information Fusion.
CoRR
Yanru Guo, Bo Zhou, Ruiwei Jiang, Xi Yang, Siqian Shen
2024 J jnl
Heterogeneous Risk Management Using a Multi-Agent Framework for Supply Chain Disruption Response.
IEEE Robotics Autom. Lett.
Mingjie Bi, Juan-Alberto Estrada-Garcia, Dawn M. Tilbury, Siqian Shen, Kira Barton
2024 A* conf
Learning to Solve Bilevel Programs with Binary Tender.
ICLR
Bo Zhou, Ruiwei Jiang, Siqian Shen
2024 J jnl
Online Learning and Pricing for Service Systems with Reusable Resources.
Oper. Res.
Huiwen Jia, Cong Shi, Siqian Shen
2024 — conf
Sequential Charging Station Location Optimization under Uncertain Charging Behavior and User Growth.
CDC
Wenjia Shen, Bo Zhou, Ruiwei Jiang, Siqian Shen
2024 J jnl
Sequential Charging Station Location Optimization under Uncertain Charging Behavior and User Growth.
CoRR
Wenjia Shen, Bo Zhou, Ruiwei Jiang, Siqian Shen
2024 J jnl
Sequential Competitive Facility Location: Exact and Approximate Algorithms.
Oper. Res.
Mingyao Qi, Ruiwei Jiang, Siqian Shen
2024 J jnl
The costs of overcrowding (and release): Strategic discharges for isolated facilities during epidemiological outbreaks.
Comput. Oper. Res.
Kati Moug, Siqian Shen
2023 — conf
A Multi-Objective Mixed-Integer Programming Approach for Supply Chain Disruption Response with Lead-Time Awareness.
CASE
Juan-Alberto Estrada-Garcia, Mingjie Bi, Dawn M. Tilbury, Kira Barton, Siqian Shen
2023 J jnl
A Multi-objective Mixed-integer Programming Approach for Supply Chain Disruption Response with Lead-Time Awareness.
CoRR
Juan-Alberto Estrada-Garcia, Mingjie Bi, Dawn M. Tilbury, Kira Barton, Siqian Shen
2023 J jnl
Binary Control Pulse Optimization for Quantum Systems.
Quantum
Xinyu Fei, Lucas T. Brady, Jeffrey Larson, Sven Leyffer, Siqian Shen
2023 J jnl
Resource distribution under spatiotemporal uncertainty of disease spread: Stochastic versus robust approaches.
Comput. Oper. Res.
Beste Basciftci, Xian Yu, Siqian Shen
2023 J jnl
Risk-Averse Reinforcement Learning via Dynamic Time-Consistent Risk Measures.
CoRR
Xian Yu, Siqian Shen
2023 J jnl
Time window optimization for attended home service delivery under multiple sources of uncertainties.
Comput. Oper. Res.
Xian Yu, Siqian Shen, Babak Badri-Koohi, Haitham Seada
2023 J jnl
Traffic signal control under stochastic traffic demand and vehicle turning via decentralized decomposition approaches.
Eur. J. Oper. Res.
Xinyu Fei, Xingmin Wang, Xian Yu, Yiheng Feng, Henry X. Liu, Siqian Shen, Yafeng Yin
2022 — conf
A Model-based Multi-agent Framework to Enable an Agile Response to Supply Chain Disruptions
CASE
Mingjie Bi, Gongyu Chen, Dawn M. Tilbury, Siqian Shen, Kira Barton
2022 J jnl
A Model-based Multi-agent Framework to Enable an Agile Response to Supply Chain Disruptions.
CoRR
Mingjie Bi, Gongyu Chen, Dawn M. Tilbury, Siqian Shen, Kira Barton
2022 J jnl
Frequency-Secured Unit Commitment: Tight Approximation using Bernstein Polynomials.
CoRR
Bo Zhou, Ruiwei Jiang, Siqian Shen
2022 J jnl
Improving Column Generation for Vehicle Routing Problems via Random Coloring and Parallelization.
INFORMS J. Comput.
Miao Yu, Viswanath Nagarajan, Siqian Shen
2022 J jnl
Multistage distributionally robust mixed-integer programming with decision-dependent moment-based ambiguity sets.
Math. Program.
Xian Yu, Siqian Shen
2022 A* conf
Online Learning and Pricing for Network Revenue Management with Reusable Resources.
NeurIPS
Huiwen Jia, Cong Shi, Siqian Shen
2022 A* conf
Online Learning and Pricing with Reusable Resources: Linear Bandits with Sub-Exponential Rewards.
ICML
Huiwen Jia, Cong Shi, Siqian Shen
2022 — conf
Risk-Averse Reinforcement Learning via Dynamic Time-Consistent Risk Measures.
CDC
Xian Yu, Siqian Shen
2022 J jnl
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.
Gongyu Chen, Xinyu Fei, Huiwen Jia, Xian Yu, Siqian Shen
2021 J jnl
Benders Cut Classification via Support Vector Machines for Solving Two-Stage Stochastic Programs.
INFORMS J. Optim.
Huiwen Jia, Siqian Shen
2021 J jnl
Distributionally Robust Partially Observable Markov Decision Process with Moment-Based Ambiguity.
SIAM J. Optim.
Hideaki Nakao, Ruiwei Jiang, Siqian Shen
2021 J jnl
Distributionally robust facility location problem under decision-dependent stochastic demand.
Eur. J. Oper. Res.
Beste Basciftci, Shabbir Ahmed, Siqian Shen
2021 J jnl
Multi-armed bandit with sub-exponential rewards.
Oper. Res. Lett.
Huiwen Jia, Cong Shi, Siqian Shen
2021 J jnl
On the Values of Vehicle-to-Grid Electricity Selling in Electric Vehicle Sharing.
Manuf. Serv. Oper. Manag.
Yiling Zhang, Mengshi Lu, Siqian Shen
2021 J jnl
Resource Distribution Under Spatiotemporal Uncertainty of Disease Spread: Stochastic versus Robust Approaches.
CoRR
Beste Basciftci, Xian Yu, Siqian Shen
2021 J jnl
Scenario Grouping and Decomposition Algorithms for Chance-Constrained Programs.
INFORMS J. Comput.
Yan Deng, Huiwen Jia, Shabbir Ahmed, Jon Lee, Siqian Shen
2020 J jnl
An Integrated Decomposition and Approximate Dynamic Programming Approach for On-Demand Ride Pooling.
IEEE Trans. Intell. Transp. Syst.
Xian Yu, Siqian Shen
2020 J jnl
An Optimization-and-Simulation Framework for Redesigning University Campus Bus System with Social Distancing.
CoRR
Gongyu Chen, Xinyu Fei, Huiwen Jia, Xian Yu, Siqian Shen
2020 J jnl
An integrated car-and-ride sharing system for mobilizing heterogeneous travelers with application in underserved communities.
IISE Trans.
Miao Yu, Siqian Shen
2020 C conf
Context-aware Route Recommendation with Weight Learning through Deep Neural Networks.
ACC
Huiwen Jia, Jun Fang, Naiqiang Tan, Xinyue Liu, Zengwei Huo, Nan Ma, Guobin Wu, Hua Chai, Xiaohu Qie, Bo Zhang, Yafeng Yin, Siqian Shen
2020 J jnl
Pricing of reusable resources under ambiguous distributions of demand and service time with emerging applications.
Eur. J. Oper. Res.
Xuan Vinh Doan, Xiao Lei, Siqian Shen
2019 J jnl
Chance-Constrained Surgery Planning Under Conditions of Limited and Ambiguous Data.
INFORMS J. Comput.
Yan Deng, Siqian Shen, Brian T. Denton
2019 C conf
Distributionally Robust Building Load Control to Compensate Fluctuations in Solar Power Generation.
ACC
Yiling Zhang, Jin Dong, P. Teja Kuruganti, Siqian Shen, Yaosuo Xue
2018 J jnl
Ambiguous Chance-Constrained Binary Programs under Mean-Covariance Information.
SIAM J. Optim.
Yiling Zhang, Ruiwei Jiang, Siqian Shen
2018 J jnl
An approximation algorithm for vehicle routing with compatibility constraints.
Oper. Res. Lett.
Miao Yu, Viswanath Nagarajan, Siqian Shen
2018 J jnl
Optimizing the Profitability and Quality of Service in Carshare Systems Under Demand Uncertainty.
Manuf. Serv. Oper. Manag.
Mengshi Lu, Zhihao Chen, Siqian Shen
2018 J jnl
Parallel Scenario Decomposition of Risk-Averse 0-1 Stochastic Programs.
INFORMS J. Comput.
Yan Deng, Shabbir Ahmed, Siqian Shen
2018 J jnl
Solving 0-1 semidefinite programs for distributionally robust allocation of surgery blocks.
Optim. Lett.
Yiling Zhang, Siqian Shen, S. Ayca Erdogan
2018 J jnl
Stochastic maximum flow interdiction problems under heterogeneous risk preferences.
Comput. Oper. Res.
Xiao Lei, Siqian Shen, Yongjia Song
2017 J jnl
Distributionally robust appointment scheduling with moment-based ambiguity set.
Oper. Res. Lett.
Yiling Zhang, Siqian Shen, S. Ayca Erdogan
2017 J jnl
Integer Programming Approaches for Appointment Scheduling with Random No-Shows and Service Durations.
Oper. Res.
Ruiwei Jiang, Siqian Shen, Yiling Zhang
2017 B conf
Minimum Makespan Vehicle Routing Problem with Compatibility Constraints.
CPAIOR
Miao Yu, Viswanath Nagarajan, Siqian Shen
2017 J jnl
Network design in scarce data environment using moment-based distributionally robust optimization.
Comput. Oper. Res.
Hideaki Nakao, Siqian Shen, Zhihao Chen
2017 J jnl
Production planning problems with joint service-level guarantee: a computational study.
Int. J. Prod. Res.
Yuchen Jiang, Juan Xu, Siqian Shen, Cong Shi
2017 J jnl
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
Siqian Shen, Yuguang Mao, Guanru Jiang
2016 J jnl
Decomposition algorithms for optimizing multi-server appointment scheduling with chance constraints.
Math. Program.
Yan Deng, Siqian Shen
2016 J jnl
Multi-objective probabilistically constrained programs with variable risk: Models for multi-portfolio financial optimization.
Eur. J. Oper. Res.
Miguel A. Lejeune, Siqian Shen
2016 J jnl
Risk-Averse Shortest Path Interdiction.
INFORMS J. Comput.
Yongjia Song, Siqian Shen
2015 J jnl
Chance-Constrained Programming Models and Approximations for General Stochastic Bottleneck Spanning Tree Problems.
INFORMS J. Comput.
Siqian Shen, Murat Kurt, Jue Wang
2015 C conf
Data-driven optimization approaches for optimal power flow with uncertain reserves from load control.
ACC
Yiling Zhang, Siqian Shen, Johanna L. Mathieu
2015 J jnl
Special issue on optimization in military applications.
Optim. Lett.
Vladimir Boginski, Eduardo L. Pasiliao, Siqian Shen
2015 B conf
Submodular Minimization in the Context of Modern LP and MILP Methods and Solvers.
SEA
Andrew Orso, Jon Lee, Siqian Shen
2014 J jnl
Using integer programming for balancing return and risk in problems with individual chance constraints.
Comput. Oper. Res.
Siqian Shen
2013 J jnl
A decomposition approach for solving a broadcast domination network design problem.
Ann. Oper. Res.
Siqian Shen, J. Cole Smith
2013 J jnl
Integer programming models and algorithms for the graph decontamination problem with mobile agents.
Networks
John Penuel, J. Cole Smith, Siqian Shen
2013 J jnl
Optimizing designs and operations of a single network or multiple interdependent infrastructures under stochastic arc disruption.
Comput. Oper. Res.
Siqian Shen
2012 J jnl
Exact interdiction models and algorithms for disconnecting networks via node deletions.
Discret. Optim.
Siqian Shen, J. Cole Smith, Roshan Goli
2012 J jnl
Polynomial-time algorithms for solving a class of critical node problems on trees and series-parallel graphs.
Networks
Siqian Shen, J. Cole Smith
2012 Misc conf
Risk and Energy Consumption Tradeoffs in Cloud Computing Service via Stochastic Optimization Models.
UCC
Jue Wang, Siqian Shen
2010 J jnl
Expectation and Chance-Constrained Models and Algorithms for Insuring Critical Paths.
Manag. Sci.
Siqian Shen, J. Cole Smith, Shabbir Ahmed