Sheng Liu

Rotman School of Management

105 St. George st

Toronto, ON M5S 3E6

Canada

SCHOLARLY PAPERS

11

DOWNLOADS
Rank 13,228

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Top 13,228

in Total Papers Downloads

5,465

SSRN CITATIONS
Rank 39,197

SSRN RANKINGS

Top 39,197

in Total Papers Citations

15

CROSSREF CITATIONS

4

Scholarly Papers (11)

1.

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

Forthcoming in Management Science
Number of pages: 55 Posted: 25 May 2018 Last Revised: 08 Mar 2020
Sheng Liu, Long He and Zuo-Jun Max Shen
Rotman School of Management, George Washington University and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 1,700 (14,963)
Citation 8

Abstract:

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

2.

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

Manufacturing and Service Operations Management, Forthcoming
Number of pages: 34 Posted: 26 Oct 2016 Last Revised: 21 Feb 2020
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 1,207 (24,958)
Citation 9

Abstract:

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

3.

Real-Time Delivery Time Forecasting and Promising in Online Retailing: When Will Your Package Arrive?

Manufacturing & Service Operations Management
Number of pages: 36 Posted: 29 Sep 2020 Last Revised: 18 Jan 2022
University of Toronto - Rotman School of Management, Rotman School of Management and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 971 (34,193)

Abstract:

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logistics, online retail, forecasting, machine learning

4.

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

Forthcoming in Manufacturing & Service Operations Management
Number of pages: 39 Posted: 29 Sep 2019 Last Revised: 25 Jun 2021
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 459 (90,332)

Abstract:

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

5.

Planning Bike Lanes with Data: Ridership, Congestion, and Path Selection

Number of pages: 61 Posted: 24 Mar 2022
Sheng Liu, Auyon Siddiq and Jingwei Zhang
Rotman School of Management, University of California, Los Angeles (UCLA) - Anderson School of Management and University of California, Los Angeles (UCLA) - Anderson School of Management
Downloads 299 (145,458)

Abstract:

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Transportation, urban planning, network design, estimation, analytics

6.

Provably Good Region Partitioning for On-Time Last-Mile Delivery

Rotman School of Management Working Paper No. 3915544
Number of pages: 40 Posted: 03 Sep 2021
University of Southern California - Epstein Department of Industrial & Systems Engineering, Rotman School of Management, University of Toronto - Rotman School of Management and University of Southern California - Epstein Department of Industrial & Systems Engineering
Downloads 289 (150,710)

Abstract:

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last-mile delivery, region partitioning, vehicle routing, queueing

7.

New Product Life Cycle Curve Modeling and Forecasting with Product Attributes and Promotion: A Bayesian Functional Approach

Rotman School of Management Working Paper No. 4014586
Number of pages: 36 Posted: 01 Mar 2022 Last Revised: 19 Sep 2022
Tsinghua University - Department of Industrial Engineering, JD.com Smart Supply Chain Y, JD.com Smart Supply Chain Y, JD.com Smart Supply Chain Y, JD.com Smart Supply Chain Y, Rotman School of Management and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)
Downloads 236 (184,121)

Abstract:

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Product life cycle, Sales forecasting, Bayesian model, Functional regression

8.

Joint Inventory and Pricing for a One-Warehouse Multi-Store Problem: Spiraling Phenomena, Near Optimal Policies, and the Value of Dynamic Pricing

Number of pages: 78 Posted: 29 Sep 2020 Last Revised: 15 Jun 2022
Queen's University - Smith School of Business, Rotman School of Management, University of Michigan, Stephen M. Ross School of Business and Oracle Labs
Downloads 216 (200,339)

Abstract:

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9.

Distributionally Robust Multilocation Newsvendor at Scale: A Scenario-Based Linear Programming Approach

Number of pages: 47
Chenxi Li, Sheng Liu, Wei Qi, Lun Ran and Aiqi Zhang
Beijing Institute of Technology - School of Management & Economics, Rotman School of Management, McGill University - Desautels Faculty of Management, Beijing Institute of Technology and University of Toronto - Rotman School of Management
Downloads 54

Abstract:

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Multilocation Newsvendor, Distributionally Robust Optimization

10.

Fairness in Accessibility of Public Service Facilities

Number of pages: 22 Posted: 06 Sep 2022 Last Revised: 25 Sep 2022
Sheng Liu and Nooshin Salari
Rotman School of Management and University of Toronto - Rotman School of Management
Downloads 34 (616,019)

Abstract:

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11.

Pooling and Boosting for Demand Prediction in Retail: A Transfer Learning Approach

Posted: 23 Sep 2022
Tsinghua University - Department of Industrial Engineering, JD.com Smart Supply Chain Y, Rotman School of Management, JD.com Smart Supply Chain Y, JD.com Smart Supply Chain Y, JD.com Smart Supply Chain Y and University of California, Berkeley - Department of Industrial Engineering & Operations Research (IEOR)

Abstract:

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demand prediction, retail, machine learning, boosting trees