Zuo-Jun Max Shen

Orcid: 0000-0003-4538-8312

Affiliations:
  • University of California Berkeley, Industrial Engineering and Operations Research Department, CA, USA


According to our database1, Zuo-Jun Max Shen authored at least 126 papers between 2001 and 2024.

Collaborative distances:

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
Dataset
Other 

Links

Online presence:

On csauthors.net:

Bibliography

2024
JD.com: Transaction-Level Data for the 2020 MSOM Data Driven Research Challenge.
Manuf. Serv. Oper. Manag., January, 2024

Intertemporal Pricing via Nonparametric Estimation: Integrating Reference Effects and Consumer Heterogeneity.
Manuf. Serv. Oper. Manag., January, 2024

2023
Fast Approximations for Dynamic Behavior in Manufacturing Systems With Regular Orders: An Aggregation Method.
IEEE Robotics Autom. Lett., November, 2023

The Impact of Social Nudges on User-Generated Content for Social Network Platforms.
Manag. Sci., September, 2023

Vehicle Rebalancing in a Shared Micromobility System with Rider Crowdsourcing.
Manuf. Serv. Oper. Manag., July, 2023

Stochastic forestry planning under market and growth uncertainty.
Comput. Oper. Res., May, 2023

A Practical End-to-End Inventory Management Model with Deep Learning.
Manag. Sci., February, 2023

Dynamic scheduling with uncertain job types.
Eur. J. Oper. Res., 2023

Potential Energy Advantage of Quantum Economy.
CoRR, 2023

Estimating and Incentivizing Imperfect-Knowledge Agents with Hidden Rewards.
CoRR, 2023

Active Learning in the Predict-then-Optimize Framework: A Margin-Based Approach.
CoRR, 2023

Repeated Principal-Agent Games with Unobserved Agent Rewards and Perfect-Knowledge Agents.
CoRR, 2023

Flow-Based Integrated Assignment and Path-Finding for Mobile Robot Sorting Systems.
CoRR, 2023

Evaluation of Public Transit Systems under Short Random Service Suspensions: A Bulk-Service Queuing Approach.
CoRR, 2023

Contextual Gaussian Process Bandits with Neural Networks.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

No-Regret Learning in Dynamic Competition with Reference Effects Under Logit Demand.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Policy-Based Primal-Dual Methods for Convex Constrained Markov Decision Processes.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022
Real-Time Delivery Time Forecasting and Promising in Online Retailing: When Will Your Package Arrive?
Manuf. Serv. Oper. Manag., 2022

Urban Bike Lane Planning with Bike Trajectories: Models, Algorithms, and a Real-World Case Study.
Manuf. Serv. Oper. Manag., 2022

Offline-Channel Planning in Smart Omnichannel Retailing.
Manuf. Serv. Oper. Manag., 2022

Distributionally Robust Conditional Quantile Prediction with Fixed Design.
Manag. Sci., 2022

Pricing during Disruptions: Order Variability versus Profit.
Decis. Sci., 2022

Improving Accuracy Without Losing Interpretability: A ML Approach for Time Series Forecasting.
CoRR, 2022

Robust Path Recommendations During Public Transit Disruptions Under Demand Uncertainty.
CoRR, 2022

Quantum Computing Methods for Supply Chain Management.
Proceedings of the 7th IEEE/ACM Symposium on Edge Computing, 2022

Path Planning Considering Time-Varying and Uncertain Movement Speed in Multi-Robot Automatic Warehouses: Problem Formulation and Algorithm.
Proceedings of the 8th IEEE International Conference on Cloud Computing and Intelligent Systems, 2022

2021
Rhythmic Control of Automated Traffic - Part II: Grid Network Rhythm and Online Routing.
Transp. Sci., 2021

Reliable Hub Location Model for Air Transportation Networks Under Random Disruptions.
Manuf. Serv. Oper. Manag., 2021

Coordinating Project Outsourcing Through Bilateral Contract Negotiations.
Manuf. Serv. Oper. Manag., 2021

On-Time Last-Mile Delivery: Order Assignment with Travel-Time Predictors.
Manag. Sci., 2021

The Migratory Beekeeping Routing Problem: Model and an Exact Algorithm.
INFORMS J. Comput., 2021

3-D Dynamic UAV Base Station Location Problem.
INFORMS J. Comput., 2021

The value of trade credit under risk controls.
Int. J. Prod. Res., 2021

A flow picking system for order fulfillment in e-commerce warehouses.
IISE Trans., 2021

Deep fire topology: Understanding the role of landscape spatial patterns in wildfire occurrence using artificial intelligence.
Environ. Model. Softw., 2021

Integrated Conditional Estimation-Optimization.
CoRR, 2021

Regret Analysis of Learning-Based MPC with Partially-Unknown Cost Function.
CoRR, 2021

Smart Feasibility Pump: Reinforcement Learning for (Mixed) Integer Programming.
CoRR, 2021

Downstream protection value: Detecting critical zones for effective fuel-treatment under wildfire risk.
Comput. Oper. Res., 2021

Analyzing the Effects of Road Type and Rainy Weather on Fuel Consumption and Emissions: A Mesoscopic Model Based on Big Traffic Data.
IEEE Access, 2021

Explainable Modeling in Digital Twin.
Proceedings of the Winter Simulation Conference, 2021

Data-driven Planning in the Face of Supply Disruption in Global Agricultural Supply Chains.
Proceedings of the IEEE International Conference on Industrial Engineering and Engineering Management, 2021

2020
Item Assignment Problem in a Robotic Mobile Fulfillment System.
IEEE Trans Autom. Sci. Eng., 2020

Smart City Operations: Modeling Challenges and Opportunities.
Manuf. Serv. Oper. Manag., 2020

OM Forum - Challenges and Strategies in Managing Nonprofit Operations: An Operations Management Perspective.
Manuf. Serv. Oper. Manag., 2020

Last-Mile Shared Delivery: A Discrete Sequential Packing Approach.
Math. Oper. Res., 2020

A Balancing Act of Regulating On-Demand Ride Services.
Manag. Sci., 2020

Transient-State Natural Gas Transmission in Gunbarrel Pipeline Networks.
INFORMS J. Comput., 2020

Role of resource flexibility and responsive pricing in mitigating the uncertainties in production systems.
Eur. J. Oper. Res., 2020

Fatigue-Aware Bandits for Dependent Click Models.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019
Maintenance Location Routing for Rolling Stock Under Line and Fleet Planning Uncertainty.
Transp. Sci., 2019

Quantile forecasting and data-driven inventory management under nonstationary demand.
Oper. Res. Lett., 2019

Data-Driven Incentive Design in the Medicare Shared Savings Program.
Oper. Res., 2019

Operations Research Enables Better Planning of Natural Gas Pipelines.
INFORMS J. Appl. Anal., 2019

Demand-side energy management under time-varying prices.
IISE Trans., 2019

Adjusting Rate of Spread Factors through Derivative-Free Optimization: A New Methodology to Improve the Performance of Forest Fire Simulators.
CoRR, 2019

EEG-Based Motor Imagery Classification with Deep Multi-Task Learning.
Proceedings of the International Joint Conference on Neural Networks, 2019

2018
Robust Shortest Path Problem With Distributional Uncertainty.
IEEE Trans. Intell. Transp. Syst., 2018

Improving Consumer Welfare and Manufacturer Profit via Government Subsidy Programs: Subsidizing Consumers or Manufacturers?
Manuf. Serv. Oper. Manag., 2018

Shared Mobility for Last-Mile Delivery: Design, Operational Prescriptions, and Environmental Impact.
Manuf. Serv. Oper. Manag., 2018

Prediction task guided representation learning of medical codes in EHR.
J. Biomed. Informatics, 2018

Robust Defibrillator Deployment Under Cardiac Arrest Location Uncertainty via Row-and-Column Generation.
Oper. Res., 2018

Inverse Optimization with Noisy Data.
Oper. Res., 2018

Exact Algorithms for Distributionally β-Robust Machine Scheduling with Uncertain Processing Times.
INFORMS J. Comput., 2018

The hot-versus-cold effect in a punishment game: a multi-round experimental study.
Ann. Oper. Res., 2018

2017
Primal-Dual Algorithms for Optimization with Stochastic Dominance.
SIAM J. Optim., 2017

Service Region Design for Urban Electric Vehicle Sharing Systems.
Manuf. Serv. Oper. Manag., 2017

Agility and Proximity Considerations in Supply Chain Design.
Manag. Sci., 2017

Aspects of optimization with stochastic dominance.
Ann. Oper. Res., 2017

A multi-period analysis of taxi drivers' behaviors based on GPS trajectories.
Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017

Data-driven planning of plug-in hybrid electric taxi charging stations in urban environments: A case in the central area of Beijing.
Proceedings of the 2017 IEEE PES Innovative Smart Grid Technologies Conference Europe, 2017

Risk-averse joint capacity evaluation of PV generation and electric vehicle charging stations in distribution networks.
Proceedings of the 2017 IEEE PES Innovative Smart Grid Technologies Conference Europe, 2017

Local water storage control for the developing world.
Proceedings of the 56th IEEE Annual Conference on Decision and Control, 2017

2016
Search for Information on Multiple Products.
Manag. Sci., 2016

On learning process of a newsvendor with censored demand information.
J. Oper. Res. Soc., 2016

Integrated Modeling for Location Analysis.
Found. Trends Technol. Inf. Oper. Manag., 2016

2015
A Capacitated Facility Location Model with Bidirectional Flows.
Transp. Sci., 2015

Reliable Facility Location Design Under Uncertain Correlated Disruptions.
Manuf. Serv. Oper. Manag., 2015

Joint Planning of Energy Storage and Transmission for Wind Energy Generation.
Oper. Res., 2015

Risk Mitigation Benefit from Backup Suppliers in the Presence of the Horizontal Fairness Concern.
Decis. Sci., 2015

2014
Hierarchical Coordinated Control of Plug-in Electric Vehicles Charging in Multifamily Dwellings.
IEEE Trans. Smart Grid, 2014

MEG source imaging method using fast L1 minimum-norm and its applications to signals with brain noise and human resting-state source amplitude images.
NeuroImage, 2014

Pooling and Dependence of Demand and Yield in Multiple-Location Inventory Systems.
Manuf. Serv. Oper. Manag., 2014

Statistical Learning of Service-Dependent Demand in a Multiperiod Newsvendor Setting.
Oper. Res., 2014

An automated planning engine for biopharmaceutical production.
Eur. J. Oper. Res., 2014

2013
Stochastic Control for Smart Grid Users With Flexible Demand.
IEEE Trans. Smart Grid, 2013

Process Flexibility Design in Unbalanced Networks.
Manuf. Serv. Oper. Manag., 2013

Infrastructure Planning for Electric Vehicles with Battery Swapping.
Manag. Sci., 2013

An Efficient Approach for Solving Reliable Facility Location Models.
INFORMS J. Comput., 2013

Optimization with a class of multivariate integral stochastic order constraints.
Ann. Oper. Res., 2013

A simulation-based approach to inventory management in batch process with flexible recipes.
Proceedings of the Winter Simulations Conference: Simulation Making Decisions in a Complex World, 2013

Now or Never? Optimal Introduction Timing for a Product Line Extension with Operational Cost Considerations.
Proceedings of the ICORES 2013, 2013

2012
Customer Influence Value and Purchase Acceleration in New Product Diffusion.
Mark. Sci., 2012

A Conic Integer Programming Approach to Stochastic Joint Location-Inventory Problems.
Oper. Res., 2012

2011
The Reliable Facility Location Problem: Formulations, Heuristics, and Approximation Algorithms.
INFORMS J. Comput., 2011

Fix-and-optimize heuristics for capacitated lot-sizing with sequence-dependent setups and substitutions.
Eur. J. Oper. Res., 2011

2010
The Effect of Supply Disruptions on Supply Chain Design Decisions.
Transp. Sci., 2010

Integrating facility location and production planning decisions.
Networks, 2010

Dynamic Assortment Optimization with a Multinomial Logit Choice Model and Capacity Constraint.
Oper. Res., 2010

Reliable Facility Location Design Under the Risk of Disruptions.
Oper. Res., 2010

A Power-of-Two Ordering Policy for One-Warehouse Multiretailer Systems with Stochastic Demand.
Oper. Res., 2010

Inventory systems with stochastic demand and supply: Properties and approximations.
Eur. J. Oper. Res., 2010

Worst-case analysis of demand point aggregation for the Euclidean p-median problem.
Eur. J. Oper. Res., 2010

2009
A PTAS for capacitated sum-of-ratios optimization.
Oper. Res. Lett., 2009

OaaS: Organization as a service - Gradient resource structure based on shared service ability.
Proceedings of the IEEE International Conference on Service-Oriented Computing and Applications, 2009

2008
Solving operational statistics via a Bayesian analysis.
Oper. Res. Lett., 2008

Truthful Double Auction Mechanisms.
Oper. Res., 2008

2007
Incorporating inventory and routing costs in strategic location models.
Eur. J. Oper. Res., 2007

Planning and approximation models for delivery route based services with price-sensitive demands.
Eur. J. Oper. Res., 2007

Trade reduction vs. multi-stage: A comparison of double auction design approaches.
Eur. J. Oper. Res., 2007

Integrated Stochastic Supply-Chain Design Models.
Comput. Sci. Eng., 2007

2006
A profit-maximizing supply chain network design model with demand choice flexibility.
Oper. Res. Lett., 2006

Inventory placement in acyclic supply chain networks.
Oper. Res. Lett., 2006

Agent Competition Double-Auction Mechanism.
Manag. Sci., 2006

2005
Trade-offs Between Customer Service and Cost in Integrated Supply Chain Design.
Manuf. Serv. Oper. Manag., 2005

Stochastic Transportation-Inventory Network Design Problem.
Oper. Res., 2005

Newsvendor problem with pricing: properties, algorithms, and simulation.
Proceedings of the 37th Winter Simulation Conference, Orlando, FL, USA, December 4-7, 2005, 2005

2004
A Composite Very-Large-Scale Neighborhood Search Algorithm for the Vehicle Routing Problem.
Proceedings of the Handbook of Scheduling - Algorithms, Models, and Performance Analysis., 2004

Channel Performance Under Consignment Contract with Revenue Sharing.
Manag. Sci., 2004

2003
A Joint Location - Inventory Model.
Transp. Sci., 2003

2002
Effective Zero-Inventory-Ordering Policies for the Single-Warehouse Multiretailer Problem with Piecewise Linear Cost Structures.
Manag. Sci., 2002

Equivalent formulations and necessary optimality conditions for the Lennard-Jones problem.
J. Glob. Optim., 2002

On the Effectiveness of Zero-Inventory-Ordering Policies for the Economic Lot-Sizing Model with a Class of Piecewise Linear Cost Structures.
Oper. Res., 2002

An Inventory-Location Model: Formulation, Solution Algorithm and Computational Results.
Ann. Oper. Res., 2002

2001
A Point Balance Algorithm for the Spherical Code Problem.
J. Glob. Optim., 2001

An Information Infrastructure and E-Services for Supporting Internet-Based Scalable E-Business Enterprises.
Proceedings of the 5th International Enterprise Distributed Object Computing Conference (EDOC 2001), 2001


  Loading...