Siqian Shen

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 51

Top Topics

Vehicle Routing

Integer Programming

Chance Constraints

Top Venues

Comput. Oper. Res.

INFORMS J. Comput.

Eur. J. Oper. Res.

Publications

Mingjie Bi, Juan-Alberto Estrada-Garcia, Dawn M. Tilbury, Siqian Shen, Kira Barton
Heterogeneous Risk Management Using a Multi-Agent Framework for Supply Chain Disruption Response. IEEE Robotics Autom. Lett. 9 (6) (2024)
Huiwen Jia, Cong Shi, Siqian Shen
Online Learning and Pricing for Service Systems with Reusable Resources. Oper. Res. 72 (3) (2024)
Kati Moug, Siqian Shen
The costs of overcrowding (and release): Strategic discharges for isolated facilities during epidemiological outbreaks. Comput. Oper. Res. 165 (2024)
Mingjie Bi, Dawn M. Tilbury, Siqian Shen, Kira Barton
A Distributed Approach for Agile Supply Chain Decision-Making Based on Network Attributes. IEEE Trans Autom. Sci. Eng. 21 (3) (2024)
Bo Zhou, Ruiwei Jiang, Siqian Shen
Learning to Solve Bilevel Programs with Binary Tender. ICLR (2024)
Mingyao Qi, Ruiwei Jiang, Siqian Shen
Sequential Competitive Facility Location: Exact and Approximate Algorithms. Oper. Res. 72 (1) (2024)
Juan-Alberto Estrada-Garcia, Mingjie Bi, Dawn M. Tilbury, Kira Barton, Siqian Shen
A Multi-objective Mixed-integer Programming Approach for Supply Chain Disruption Response with Lead-Time Awareness. CoRR (2023)
Xian Yu, Siqian Shen, Babak Badri-Koohi, Haitham Seada
Time window optimization for attended home service delivery under multiple sources of uncertainties. Comput. Oper. Res. 150 (2023)
Xinyu Fei, Lucas T. Brady, Jeffrey Larson, Sven Leyffer, Siqian Shen
Binary Control Pulse Optimization for Quantum Systems. Quantum 7 (2023)
Juan-Alberto Estrada-Garcia, Mingjie Bi, Dawn M. Tilbury, Kira Barton, Siqian Shen
A Multi-Objective Mixed-Integer Programming Approach for Supply Chain Disruption Response with Lead-Time Awareness. CASE (2023)
Xinyu Fei, Xingmin Wang, Xian Yu, Yiheng Feng, Henry Liu, Siqian Shen, Yafeng Yin
Traffic signal control under stochastic traffic demand and vehicle turning via decentralized decomposition approaches. Eur. J. Oper. Res. 310 (2) (2023)
Beste Basciftci, Xian Yu, Siqian Shen
Resource distribution under spatiotemporal uncertainty of disease spread: Stochastic versus robust approaches. Comput. Oper. Res. 149 (2023)
Xian Yu, Siqian Shen
Risk-Averse Reinforcement Learning via Dynamic Time-Consistent Risk Measures. CoRR (2023)
Gongyu Chen, Xinyu Fei, Huiwen Jia, Xian Yu, Siqian Shen
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. 52 (6) (2022)
Bo Zhou, Ruiwei Jiang, Siqian Shen
Frequency-Secured Unit Commitment: Tight Approximation using Bernstein Polynomials. CoRR (2022)
Huiwen Jia, Cong Shi, Siqian Shen
Online Learning and Pricing for Network Revenue Management with Reusable Resources. NeurIPS (2022)
Huiwen Jia, Cong Shi, Siqian Shen
Online Learning and Pricing with Reusable Resources: Linear Bandits with Sub-Exponential Rewards. ICML (2022)
Mingjie Bi, Gongyu Chen, Dawn M. Tilbury, Siqian Shen, Kira Barton
. CASE (2022)
Miao Yu, Viswanath Nagarajan, Siqian Shen
Improving Column Generation for Vehicle Routing Problems via Random Coloring and Parallelization. INFORMS J. Comput. 34 (2) (2022)
Xian Yu, Siqian Shen
Multistage distributionally robust mixed-integer programming with decision-dependent moment-based ambiguity sets. Math. Program. 196 (1) (2022)
Mingjie Bi, Gongyu Chen, Dawn M. Tilbury, Siqian Shen, Kira Barton
A Model-based Multi-agent Framework to Enable an Agile Response to Supply Chain Disruptions. CoRR (2022)
Xian Yu, Siqian Shen
Risk-Averse Reinforcement Learning via Dynamic Time-Consistent Risk Measures. CDC (2022)
Huiwen Jia, Cong Shi, Siqian Shen
Multi-armed bandit with sub-exponential rewards. Oper. Res. Lett. 49 (5) (2021)
Hideaki Nakao, Ruiwei Jiang, Siqian Shen
Distributionally Robust Partially Observable Markov Decision Process with Moment-Based Ambiguity. SIAM J. Optim. 31 (1) (2021)
Yan Deng, Huiwen Jia, Shabbir Ahmed, Jon Lee, Siqian Shen
Scenario Grouping and Decomposition Algorithms for Chance-Constrained Programs. INFORMS J. Comput. 33 (2) (2021)
Yiling Zhang, Mengshi Lu, Siqian Shen
On the Values of Vehicle-to-Grid Electricity Selling in Electric Vehicle Sharing. Manuf. Serv. Oper. Manag. 23 (2) (2021)
Beste Basciftci, Shabbir Ahmed, Siqian Shen
Distributionally robust facility location problem under decision-dependent stochastic demand. Eur. J. Oper. Res. 292 (2) (2021)
Beste Basciftci, Xian Yu, Siqian Shen
Resource Distribution Under Spatiotemporal Uncertainty of Disease Spread: Stochastic versus Robust Approaches. CoRR (2021)
Huiwen Jia, Siqian Shen
Benders Cut Classification via Support Vector Machines for Solving Two-Stage Stochastic Programs. INFORMS J. Optim. 3 (3) (2021)
Miao Yu, Siqian Shen
An integrated car-and-ride sharing system for mobilizing heterogeneous travelers with application in underserved communities. IISE Trans. 52 (2) (2020)
Huiwen Jia, Jun Fang, Naiqiang Tan, Xinyue Liu, Zengwei Huo, Nan Ma, Guobin Wu, Hua Chai, Xiaohu Qie, Bo Zhang, Yafeng Yin, Siqian Shen
Context-aware Route Recommendation with Weight Learning through Deep Neural Networks. ACC (2020)
Xian Yu, Siqian Shen
An Integrated Decomposition and Approximate Dynamic Programming Approach for On-Demand Ride Pooling. IEEE Trans. Intell. Transp. Syst. 21 (9) (2020)
Gongyu Chen, Xinyu Fei, Huiwen Jia, Xian Yu, Siqian Shen
An Optimization-and-Simulation Framework for Redesigning University Campus Bus System with Social Distancing. CoRR (2020)
Xuan Vinh Doan, Xiao Lei, Siqian Shen
Pricing of reusable resources under ambiguous distributions of demand and service time with emerging applications. Eur. J. Oper. Res. 282 (1) (2020)
Yiling Zhang, Jin Dong, P. Teja Kuruganti, Siqian Shen, Yaosuo Xue
Distributionally Robust Building Load Control to Compensate Fluctuations in Solar Power Generation. ACC (2019)
Yan Deng, Siqian Shen, Brian T. Denton
Chance-Constrained Surgery Planning Under Conditions of Limited and Ambiguous Data. INFORMS J. Comput. 31 (3) (2019)
Xiao Lei, Siqian Shen, Yongjia Song
Stochastic maximum flow interdiction problems under heterogeneous risk preferences. Comput. Oper. Res. 90 (2018)
Yiling Zhang, Siqian Shen, S. Ayca Erdogan
Solving 0-1 semidefinite programs for distributionally robust allocation of surgery blocks. Optim. Lett. 12 (7) (2018)
Yan Deng, Shabbir Ahmed, Siqian Shen
Parallel Scenario Decomposition of Risk-Averse 0-1 Stochastic Programs. INFORMS J. Comput. 30 (1) (2018)
Miao Yu, Viswanath Nagarajan, Siqian Shen
An approximation algorithm for vehicle routing with compatibility constraints. Oper. Res. Lett. 46 (6) (2018)
Mengshi Lu, Zhihao Chen, Siqian Shen
Optimizing the Profitability and Quality of Service in Carshare Systems Under Demand Uncertainty. Manuf. Serv. Oper. Manag. 20 (2) (2018)
Yiling Zhang, Ruiwei Jiang, Siqian Shen
Ambiguous Chance-Constrained Binary Programs under Mean-Covariance Information. SIAM J. Optim. 28 (4) (2018)
Siqian Shen, Yuguang Mao, Guanru Jiang
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 44 (6) (2017)
Miao Yu, Viswanath Nagarajan, Siqian Shen
Minimum Makespan Vehicle Routing Problem with Compatibility Constraints. CPAIOR (2017)
Yuchen Jiang, Juan Xu, Siqian Shen, Cong Shi
Production planning problems with joint service-level guarantee: a computational study. Int. J. Prod. Res. 55 (1) (2017)
Yiling Zhang, Siqian Shen, S. Ayca Erdogan
Distributionally robust appointment scheduling with moment-based ambiguity set. Oper. Res. Lett. 45 (2) (2017)
Hideaki Nakao, Siqian Shen, Zhihao Chen
Network design in scarce data environment using moment-based distributionally robust optimization. Comput. Oper. Res. 88 (2017)
Ruiwei Jiang, Siqian Shen, Yiling Zhang
Integer Programming Approaches for Appointment Scheduling with Random No-Shows and Service Durations. Oper. Res. 65 (6) (2017)
Yan Deng, Siqian Shen
Decomposition algorithms for optimizing multi-server appointment scheduling with chance constraints. Math. Program. 157 (1) (2016)
Miguel A. Lejeune, Siqian Shen
Multi-objective probabilistically constrained programs with variable risk: Models for multi-portfolio financial optimization. Eur. J. Oper. Res. 252 (2) (2016)
Yongjia Song, Siqian Shen
Risk-Averse Shortest Path Interdiction. INFORMS J. Comput. 28 (3) (2016)
Vladimir Boginski, Eduardo L. Pasiliao, Siqian Shen
Special issue on optimization in military applications. Optim. Lett. 9 (8) (2015)
Yiling Zhang, Siqian Shen, Johanna L. Mathieu
Data-driven optimization approaches for optimal power flow with uncertain reserves from load control. ACC (2015)
Andrew Orso, Jon Lee, Siqian Shen
Submodular Minimization in the Context of Modern LP and MILP Methods and Solvers. SEA (2015)
Siqian Shen, Murat Kurt, Jue Wang
Chance-Constrained Programming Models and Approximations for General Stochastic Bottleneck Spanning Tree Problems. INFORMS J. Comput. 27 (2) (2015)
Siqian Shen
Using integer programming for balancing return and risk in problems with individual chance constraints. Comput. Oper. Res. 49 (2014)
John Penuel, J. Cole Smith, Siqian Shen
Integer programming models and algorithms for the graph decontamination problem with mobile agents. Networks 61 (1) (2013)
Siqian Shen, J. Cole Smith
A decomposition approach for solving a broadcast domination network design problem. Ann. Oper. Res. 210 (1) (2013)
Siqian Shen
Optimizing designs and operations of a single network or multiple interdependent infrastructures under stochastic arc disruption. Comput. Oper. Res. 40 (11) (2013)
Siqian Shen, J. Cole Smith
Polynomial-time algorithms for solving a class of critical node problems on trees and series-parallel graphs. Networks 60 (2) (2012)
Siqian Shen, J. Cole Smith, Roshan Goli
Exact interdiction models and algorithms for disconnecting networks via node deletions. Discret. Optim. 9 (3) (2012)
Jue Wang, Siqian Shen
Risk and Energy Consumption Tradeoffs in Cloud Computing Service via Stochastic Optimization Models. UCC (2012)
Siqian Shen, J. Cole Smith, Shabbir Ahmed
Expectation and Chance-Constrained Models and Algorithms for Insuring Critical Paths. Manag. Sci. 56 (10) (2010)