Zuo-Jun Max Shen

University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)

Professor

IEOR Department

4135 Etcheverry Hall

Berkeley, CA 94720

United States

SCHOLARLY PAPERS

35

DOWNLOADS
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SSRN RANKINGS

Top 4,414

in Total Papers Downloads

9,370

SSRN CITATIONS
Rank 12,966

SSRN RANKINGS

Top 12,966

in Total Papers Citations

30

CROSSREF CITATIONS

42

Scholarly Papers (35)

1.

Centralization versus Decentralization: Risk Pooling, Risk Diversification, and Supply Chain Disruptions

Number of pages: 31 Posted: 03 Apr 2008 Last Revised: 19 Jun 2014
MIT Center for Transportation & Logistics, University of California, Berkeley - Department of Industrial Engineering and Operations Research, Lehigh University - Department of Industrial and Systems Engineering and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 1,254 (15,987)
Citation 3

Abstract:

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supply disruptions, inventory management, risk diversification

2.

Shared Mobility for Last-Mile Delivery: Design, Operational Prescriptions and Environmental Impact

Number of pages: 56 Posted: 26 Oct 2016 Last Revised: 01 Nov 2019
Wei Qi, Lefei Li, Sheng Liu and Zuo-Jun Max Shen
McGill University - Desautels Faculty of Management, Tsinghua University - Department of Industrial Engineering, Rotman School of Management and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 874 (27,211)
Citation 8

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Logistics Planning, Shared Mobility, Open-Loop Vehicle Routing Problem, Sustainability

3.

Data-Driven Incentive Design in the Medicare Shared Savings Program

Number of pages: 53 Posted: 13 Jul 2016 Last Revised: 17 Jun 2018
Anil Aswani, Zuo-Jun Max Shen and Auyon Siddiq
University of California, Berkeley, University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR) and University of California, Los Angeles (UCLA) - Anderson School of Management
Downloads 639 (41,814)
Citation 4

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Health policy, contract design, principal-agent model, structural estimation, simulation

4.

Infrastructure Planning for Electric Vehicles with Battery Swapping

Number of pages: 59 Posted: 15 Mar 2012 Last Revised: 20 Jul 2014
Ho-Yin Mak, Ying Rong and Zuo-Jun Max Shen
University of Oxford - Said Business School, Shanghai Jiao Tong University (SJTU) - Antai College of Economics and Management and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 635 (42,171)
Citation 9

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5.

Inventory Systems with Stochastic Demand and Supply: Properties and Approximations

Number of pages: 36 Posted: 03 Apr 2008 Last Revised: 22 Feb 2010
Amanda J. Schmitt, Lawrence V. Snyder and Zuo-Jun Max Shen
MIT Center for Transportation & Logistics, Lehigh University - Department of Industrial and Systems Engineering and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 621 (43,446)

Abstract:

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Supply disruptions, Inventory management

6.

On-Time Last Mile Delivery: Order Assignment with Travel Time Predictors

Number of pages: 51 Posted: 25 May 2018 Last Revised: 18 Jun 2019
Sheng Liu, Long He and Zuo-Jun Max Shen
Rotman School of Management, National University of Singapore (NUS) - Department of Decision Sciences and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 615 (44,000)
Citation 5

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last mile delivery, data-driven modeling, prediction, robust optimization, branch-and-price

7.

Bullwhip and Reverse Bullwhip Effects under the Rationing Game

Forthcoming in Naval Research Logistics
Number of pages: 26 Posted: 20 Aug 2008 Last Revised: 25 May 2017
Ying Rong, Lawrence V. Snyder and Zuo-Jun Max Shen
Shanghai Jiao Tong University (SJTU) - Antai College of Economics and Management, Lehigh University - Department of Industrial and Systems Engineering and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 490 (58,871)
Citation 9

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rationing game, bullwhip effect, reverse bullwhip effect, supply uncertainty, order variance

8.

Should On-Demand Ride Services Be Regulated? An Analysis of Chinese Government Policies

Number of pages: 51 Posted: 22 Jun 2017 Last Revised: 18 Apr 2019
Tsinghua University - Department of Industrial Engineering, University of California, Los Angeles (UCLA) - Decisions, Operations, and Technology Management (DOTM) Area, University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR) and Zhejiang University
Downloads 468 (62,307)
Citation 6

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On-demand ride services, socially responsible operations, innovative business models, public policy, consumer welfare, social welfare

9.

Pricing during Disruptions: A Cause of the Reverse Bullwhip Effect

Number of pages: 39 Posted: 08 Apr 2009
Ying Rong, Zuo-Jun Max Shen and Lawrence V. Snyder
Shanghai Jiao Tong University (SJTU) - Antai College of Economics and Management, University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR) and Lehigh University - Department of Industrial and Systems Engineering
Downloads 423 (70,442)
Citation 7

Abstract:

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bullwhip effect, reverse bullwhip effect, supply uncertainty, modeling error

10.

Service Region Design for Urban Electric Vehicle Sharing Systems

Forthcoming in Manufacturing & Service Operations Management
Number of pages: 49 Posted: 12 Oct 2016
Long He, Ho-Yin Mak, Ying Rong and Zuo-Jun Max Shen
National University of Singapore (NUS) - Department of Decision Sciences, University of Oxford - Said Business School, Shanghai Jiao Tong University (SJTU) - Antai College of Economics and Management and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 395 (76,415)
Citation 14

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sustainable operations, car sharing, electric vehicles, robust optimization, facility location

11.

A Smart-City Scope of Operations Management

Forthcoming, Production and Operations Management
Number of pages: 33 Posted: 24 May 2018 Last Revised: 04 Nov 2019
Wei Qi and Zuo-Jun Max Shen
McGill University - Desautels Faculty of Management and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 390 (77,506)

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smart city, urban-scale integration, smart grid, shared mobility

12.

Agility and Proximity Considerations in Supply Chain Design

Number of pages: 45 Posted: 10 Jun 2015 Last Revised: 26 Sep 2015
Michael K. Lim, Ho-Yin Mak and Zuo-Jun Max Shen
Seoul National University, SNU Business School, University of Oxford - Said Business School and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 353 (86,994)
Citation 2

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Supply Chain Design, Flexibility System, Logistics, Inventory Sharing

13.

Improving Consumer Welfare and Manufacturer Profit via Government Subsidy Programs: Subsidizing Consumers or Manufacturers?

Number of pages: 52 Posted: 12 Oct 2016 Last Revised: 02 Sep 2017
Jiayi Joey Yu, Christopher S. Tang and Zuo-Jun Max Shen
Tsinghua University - Department of Industrial Engineering, University of California, Los Angeles (UCLA) - Decisions, Operations, and Technology Management (DOTM) Area and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 313 (99,538)
Citation 3

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Developing Economies, Government Subsidies, Economic Development, Social Welfare

14.

The Impact of Ordering Behavior on Order-Quantity Variability: A Study of Forward and Reverse Bullwhip Effects

Number of pages: 40 Posted: 13 Feb 2009 Last Revised: 09 Apr 2009
Ying Rong, Zuo-Jun Max Shen and Lawrence V. Snyder
Shanghai Jiao Tong University (SJTU) - Antai College of Economics and Management, University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR) and Lehigh University - Department of Industrial and Systems Engineering
Downloads 205 (153,234)
Citation 3

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15.

Search for Information on Multiple Products

Management Science (2016), MIT Sloan Research Paper No. 5152-15
Number of pages: 60 Posted: 19 Dec 2015 Last Revised: 03 Jun 2019
T. Tony Ke, Zuo-Jun Max Shen and J. Miguel Villas-Boas
Massachusetts Institute of Technology (MIT) - Sloan School of Management, University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR) and University of California, Berkeley
Downloads 202 (155,320)

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Information; Search Theory; Consideration Set; Brownian Motions; Choice Overload

16.

The Horizontal Fairness Concern of Backup Supplier in a Triadic Supply Chain

Number of pages: 28 Posted: 05 Mar 2012
Junlin Chen, Xiaobo Zhao and Zuo-Jun Max Shen
Tsinghua University - Department of Industrial Engineering, Tsinghua University - Department of Industrial Engineering and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 199 (157,528)

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17.

Product Sourcing and Distribution Strategies under Supply Disruption and Recall Risks

Number of pages: 30 Posted: 03 May 2017 Last Revised: 27 Feb 2019
Long He, Ying Rong and Zuo-Jun Max Shen
National University of Singapore (NUS) - Department of Decision Sciences, Shanghai Jiao Tong University (SJTU) - Antai College of Economics and Management and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 175 (176,980)
Citation 2

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product recall, supply disruption, operations strategy, product distribution

18.

Smart City Operations: Modelling Challenges and Opportunities

INSEAD Working Paper No. 2019/21/TOM
Number of pages: 18 Posted: 25 Apr 2019
Sameer Hasija, Zuo-Jun Max Shen and Chung-Piaw Teo
INSEAD - Technology and Operations Management, University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR) and NUS Business School - Department of Decision Sciences
Downloads 158 (193,179)
Citation 1

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Smart City Operations, Smart Technologies

19.

On Pooling and Dependence of Demand and Yield in Multiple-Location Inventory Systems

Number of pages: 18 Posted: 11 Aug 2012 Last Revised: 30 Jun 2013
Ho-Yin Mak and Zuo-Jun Max Shen
University of Oxford - Said Business School and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 157 (194,179)

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Supply Chain Design, Inventory Sharing, Stochastic Orders, Robust Optimization

20.

Incentive for Peer-to-Peer Information Sharing in Avaaj Otalo

Number of pages: 32 Posted: 18 May 2013 Last Revised: 04 Aug 2013
Ying-Ju Chen, J. George Shanthikumar and Zuo-Jun Max Shen
Hong Kong University of Science & Technology (HKUST) - Department of Information Systems, Business Statistics and Operations Management, Purdue University - Krannert School of Management and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 123 (236,190)
Citation 1

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social media, information sharing, India agriculture, game theory

21.

Sequential Choice Bandits: Learning with Marketing Fatigue

Number of pages: 49 Posted: 08 Apr 2019 Last Revised: 25 Nov 2019
Junyu Cao, Wei Sun and Zuo-Jun Max Shen
University of California, Berkeley, IBM Corporation - Thomas J. Watson Research Center and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 122 (237,565)

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sequential choice, learning to rank, marketing fatigue, online learning, bandit

22.

Data Center Network Design for Internet-Related Services and Cloud Computing

Number of pages: 34 Posted: 14 Feb 2019
Yong Liang, Mengshi Lu, Zuo-Jun Max Shen and Runyu Tang
Tsinghua University - Department of Management Science and Engineering, Purdue University - Krannert School of Management, University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR) and Tsinghua University - School of Economics & Management
Downloads 106 (262,791)

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data centers, cloud computing, service operations, network design, resource provisioning

23.

Beyond Rebalancing: Crowd-Sourcing and Geo-Fencing for Shared-Mobility Systems

Number of pages: 42 Posted: 25 Jan 2019
Qiao-Chu He, Tiantian Nie, Yun Yang and Zuo-Jun Max Shen
Hong Kong University of Science & Technology (HKUST), University of North Carolina (UNC) at Charlotte, University of Illinois at Urbana-Champaign - Department of Statistics and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 83 (307,971)

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Shared-mobility systems, double-sided queue, two-sided matching, parking systems, second-order conic programming

24.

Urban Bike Lane Planning with Bike Trajectories: Models, Algorithms, and a Real-World Case Study

Number of pages: 34 Posted: 29 Sep 2019
Sheng Liu, Zuo-Jun Max Shen and Xiang Ji
Rotman School of Management, University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR) and University of California, Berkeley
Downloads 79 (317,115)

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Smart City, Transportation, Urban Planning, Optimization, Facility Location

25.

Distributionally Robust Conditional Quantile Prediction with Fixed Design

Number of pages: 30 Posted: 12 Jun 2019 Last Revised: 18 Jul 2019
Meng Qi, Ying Cao and Zuo-Jun Max Shen
University of California, Berkeley - Department of Industrial Engineering and Operations Research, affiliation not provided to SSRN and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 68 (347,840)
Citation 1

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quantile prediction, distributionally robust optimization, Wasserstein distance

26.

Training, Production, and Channel Separation in ITC's E-Choupal Network

Production and Operations Management, August 2011
Number of pages: 32 Posted: 27 Nov 2012
Ying-Ju Chen, J. George Shanthikumar and Zuo-Jun Max Shen
Hong Kong University of Science & Technology (HKUST) - Department of Information Systems, Business Statistics and Operations Management, Purdue University - Krannert School of Management and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 53 (390,246)

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e-Choupal, India agriculture, incentives, socially and environmentally responsible supply chains

27.

Reliable Hub Location Model for Air Transportation Networks under Random Disruptions

Manufacturing & Service Operations Management, Forthcoming
Number of pages: 43 Posted: 10 Jul 2019
Hao Shen, Yong Liang and Zuo-Jun Max Shen
Renmin University of China - School of Business, Tsinghua University - Department of Management Science and Engineering and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 52 (393,569)

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air transportation network, hub location, disruptions, mixed-integer linear program

28.

How Inventory Cost Influences Introduction Timing of Product Line Extensions?

Production and Operations Management, Vol. 22, No. 5, September–October 2013, pp. 1214–1231
Number of pages: 50 Posted: 21 Oct 2013 Last Revised: 07 Sep 2018
T. Tony Ke, Zuo-Jun Max Shen and Shan Li
Massachusetts Institute of Technology (MIT) - Sloan School of Management, University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR) and City University of New York - Narendra Paul Loomba Department of Management
Downloads 47 (410,838)

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New Product Introduction, Inventory Management, Marketing and Operations Coordination, Innovation Diffusion

29.

Coordinating Project Outsourcing through Bilateral Contract Negotiations

Number of pages: 32 Posted: 04 Sep 2019
Chengfan Hou, Mengshi Lu, Tianhu Deng and Zuo-Jun Max Shen
Tsinghua University - Department of Industrial Engineering, Purdue University - Krannert School of Management, Tsinghua University and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 28 (492,412)

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project outsourcing; incentives and contracting; bargaining

30.

Connected Population Synthesis for Transportation Simulation

Transportation Research Part C: Emerging Technologies (2019) , 103, 1-16.
Number of pages: 25 Posted: 16 May 2019
University of California, Berkeley - Department of System Engineering, University of California, Berkeley, affiliation not provided to SSRN, affiliation not provided to SSRN, University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR) and affiliation not provided to SSRN
Downloads 26 (503,267)

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population synthesis, cellular data, Bayesian networks, structural learning, mixed integer programming, exponential random graph model, agent-based modeling, transportation simulation

31.

Reliable Flexibility Design of Supply Chains Via Extended Probabilistic Expanders

Production and Operations Management, Forthcoming
Number of pages: 35 Posted: 17 Jan 2019
Hao Shen, Yong Liang, Zuo-Jun Max Shen and Chung-Piaw Teo
Renmin University of China - School of Business, Tsinghua University - Department of Management Science and Engineering, University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR) and NUS Business School - Department of Decision Sciences
Downloads 10 (601,055)

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flexibility design, supply chain disruptions, extended probabilistic expanders, unbalanced supply chains

32.

JD.com: Transaction Level Data for the 2020 MSOM Data Driven Research Challenge

Number of pages: 18 Posted: 23 Jan 2020
Zuo-Jun Max Shen, Christopher S. Tang, Di Wu, Rong Yuan and Wei Zhou
University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR), University of California, Los Angeles (UCLA) - Decisions, Operations, and Technology Management (DOTM) Area, Independent, Massachusetts Institute of Technology (MIT) - Operations Research Center and affiliation not provided to SSRN
Downloads 5 (634,590)

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E-Commerce, Transactional Data, MSOM Society, Data Driven Research

33.

Customer Influence Value and Purchase Acceleration in New Product Diffusion

Marketing Science, Vol. 31, No. 2, March-April 2012, pp. 236-256
Number of pages: 52 Posted: 04 Apr 2019
Teck Ho, Shan Li, So-Eun Park and Zuo-Jun Max Shen
University of California, Berkeley - Haas School of Business, City University of New York - Narendra Paul Loomba Department of Management, affiliation not provided to SSRN and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 2 (659,056)

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34.

Optimal Capacity Planning and Battery-Charging Policy for an Electric Vehicle Battery Swap Station

Posted: 11 Nov 2016
Zuo-Jun Max Shen, Bo Feng and Hailong Sun
University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR), School of Business Administration, South China University of Technology and South China University of Technology - School of Business Administration (SBA)

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electric vehicles, battery swapping, capacity planning, Markov decision process, L-convexity

35.

Customer Influence Value and Purchase Acceleration in New Product Diffusion

Marketing Science, Vol. 31, No. 2, 2012; pp. 236-256; DOI: 10.1287/mksc.1110.0701
Posted: 24 Oct 2012
Teck Ho, So-Eun Park and Zuo-Jun Max Shen
University of California, Berkeley - Haas School of Business, affiliation not provided to SSRN and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)

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new product diffusion, purchase value, influence value, purchase acceleration