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Hai Wang

Singapore Management University - School of Computing and Information Systems

80 Stamford Road

Singapore 178902, 178899

Singapore

  • Singapore Management University - School of Computing and Information Systems

SCHOLARLY PAPERS

19

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5,841

TOTAL CITATIONS
Rank 11,619

SSRN RANKINGS

Top 11,619

in Total Papers Citations

183

Scholarly Papers (19)

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1.

Coordinating Supply and Demand on an On-Demand Service Platform with Impatient Customers

Number of pages: 64 Posted: 30 Aug 2016 Last Revised: 15 Nov 2018
Jiaru Bai, Kut C. So, Christopher S. Tang, Xiqun Chen and Hai Wang
Stony Brook University, University of California, Irvine - Paul Merage School of Business, University of California, Los Angeles (UCLA) - Anderson School of Management, Zhejiang University and Singapore Management University - School of Computing and Information Systems
Downloads 1,764 (24,484)
Citation 131

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On-Demand Services, Endogenous Supply and Demand, Queueing Models

2.

Multi-Objective Stochastic Optimization: A Case of Real-Time Matching in Ride-Sourcing Markets

Number of pages: 48 Posted: 17 Apr 2019 Last Revised: 06 Jun 2023
Guodong Lyu, Wang Chi Cheung, Chung-Piaw Teo and Hai Wang
School of Business and Management, The Hong Kong University of Science and Technology, Institute of High Performance Computing, Agency for Science, Technology and Research (A*STAR), NUS Business School - Department of Decision Sciences and Singapore Management University - School of Computing and Information Systems
Downloads 1,049 (52,966)
Citation 25

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Multi-Objective Optimization; Compromise Solution; Online Algorithms; Ride-Sourcing

3.

The Three-Sided Market of On-Demand Delivery

Number of pages: 29 Posted: 18 Oct 2021
Sina Bahrami, Mehdi Nourinejad, Yafeng Yin and Hai Wang
University of Michigan at Ann Arbor - Department of Civil and Environmental Engineering, York University, University of Michigan, Ann Arbor and Singapore Management University - School of Computing and Information Systems
Downloads 606 (110,538)
Citation 1

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On-Demand Delivery, Sharing Economy, Multi-sided Markets, Continuum Approximation

4.

An aggregate matching and pick-up model for mobility-on-demand services

Number of pages: 52 Posted: 03 Sep 2021 Last Revised: 29 Jun 2024
Xinwei Li, Jintao Ke, Hai Yang, Hai Wang and Yaqian Zhou
School of Economics and Management, Beihang University, The University of Hong Kong, Hong Kong University of Science & Technology (HKUST) - Department of Civil Engineering, Singapore Management University - School of Computing and Information Systems and Hong Kong University of Science & Technology (HKUST)
Downloads 472 (150,726)
Citation 1

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mobility-on-demand, market thickness, matching mechanism, waiting time

5.

Augmented Algorithms, Adaptive Humans? Evidence from a Natural Experiment

Number of pages: 66 Posted: 11 Dec 2022 Last Revised: 31 May 2026
Tian Lu, Xianghua Lu, Yiyu Huang and Hai Wang
Arizona State University (ASU) - Department of Information Systems, Fudan University, Hunan University - Business School and Singapore Management University - School of Computing and Information Systems
Downloads 443 (162,519)
Citation 1

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Algorithm Capability Augmentation, Human Skill, Human–Algorithm Collaboration, Machine-Induced Reflective Learning, On-demand Food Delivery

6.

Why are Fairness Concerns so Important? Lessons from a Shared Last-Mile Transportation System

Number of pages: 33 Posted: 30 Apr 2018 Last Revised: 26 Dec 2019
Yiwei Chen and Hai Wang
Temple University - Fox School of Business and Management and Singapore Management University - School of Computing and Information Systems
Downloads 387 (190,168)
Citation 7

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Shared Transportation, Last-Mile, Fairness, Price Discount, Service Priority

7.

Integrated Reward Scheme and Surge Pricing in a Ridesourcing Market

Number of pages: 27 Posted: 27 Jun 2018 Last Revised: 09 Feb 2020
Hai Yang, Chaoyi Shao, Hai Wang and Jieping Ye
Hong Kong University of Science & Technology (HKUST) - Department of Civil Engineering, Hong Kong University of Science & Technology (HKUST), Singapore Management University - School of Computing and Information Systems and DiDi Labs - DiDi Research Institute
Downloads 309 (244,299)
Citation 17

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Ridesourcing, Surge Pricing, Reward Scheme, User Utility, Driver Income, Platform Revenue

8.

When A Platform Competes with Third-Party Sellers in Networked Markets: A Revenue Management Perspective

Number of pages: 83 Posted: 20 Oct 2022 Last Revised: 26 Apr 2026
Hongfan(Kevin) Chen and Hai Wang
The Chinese University of Hong Kong - CUHK Business School and Singapore Management University - School of Computing and Information Systems
Downloads 201 (378,726)

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Revenue Management, Two-sided Market

9.

Identifying and Computing the Exact Core-determining Class

Number of pages: 55 Posted: 08 Aug 2018
Ye Luo and Hai Wang
Faculty of Business and Economics, The University of Hong Kong and Singapore Management University - School of Computing and Information Systems
Downloads 188 (403,391)

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Core-determining Class, Inequality Selection, Linear Programming, Partially Identified Models, Set Inference

10.

Meituan: Operational-Level On-Demand Food Delivery Data for the 2025 INFORMS TSL Data-Driven Research Challenge

Number of pages: 35 Posted: 10 Dec 2025
Hai Wang, Lei Zhao, Kaile Yan, Xiaoyi Wang, Yile Liang and Jinghua Hao
Singapore Management University - School of Computing and Information Systems, Tsinghua University - Department of Industrial Engineering, Tsinghua univeristy, Tsinghua University - Department of Industrial Engineering, Meituan and Meituan
Downloads 144 (524,371)

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On-Demand Food Delivery, Three-Sided Market, Operational-Level Data, INFORMS TSL Society, Data-Driven Research

11.

Modeling and Regulating a Ride-Sourcing Market Integrated with Vehicle Rental Services

Number of pages: 45 Posted: 18 Jan 2023
Dong Mo, Hai Wang and Xiqun Chen
Zhejiang University, Singapore Management University - School of Computing and Information Systems and Zhejiang University
Downloads 122 (588,531)

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ride-sourcing, vehicle rental service, bi-level optimization, regulatory policies, social welfare

12.

Optimizing Mobile Parcel Locker Operations using Learning-augmented Column Generation

Number of pages: 37 Posted: 20 Mar 2026
Yubin Liu, Alex Jacquillat, Hai Wang and Jinhua Zhao
Imperial College London, Massachusetts Institute of Technology (MIT) - Sloan School of Management, Singapore Management University - School of Computing and Information Systems and Massachusetts Institute of Technology
Downloads 94 (730,864)

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Mobile Parcel Locker, Urban Logistics, Learning-augmented Optimization, Column Generation

13.

Uncovering Upskilling Paths in Online Labor Markets: A Linear Dynamical System

Number of pages: 46 Posted: 10 Oct 2025 Last Revised: 12 Oct 2025
Guanting Wu, Peter Zhang and Hai Wang
Carnegie Mellon University, Carnegie Mellon University and Singapore Management University - School of Computing and Information Systems
Downloads 62 (942,565)

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Online Labor Markets, Knowledge Work, Online Reputation, Linear Dynamical System, Kalman Filter

14.

Vehicle-Based Multi-Services (VeMuS) for Future Urban Mobility: Concept and Research Visions

Posted: 31 Aug 2023
Hao Sun, Hai Wang and Hai Yang
The University of Hong Kong - Faculty of Business and Economics, Singapore Management University - School of Computing and Information Systems and Hong Kong University of Science & Technology (HKUST) - Department of Civil Engineering

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vehicle-based multi-services, urban mobility, innovative transportation, smart cities

15.

Flexible Labor Supply Behavior on Ride-Sourcing Platforms

Posted: 12 Jun 2019
Hao Sun, Hai Wang and Zhixi Wan
Tsinghua University - School of Economics and Management, Singapore Management University - School of Computing and Information Systems and The University of Hong Kong - Faculty of Business and Economics

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16.

Feeder Vessel Routing and Synchronization at a Congested Transshipment Port: an Enhanced Column Generation Based Approach

Posted: 07 May 2019
Jiangang Jin, Qiang Meng and Hai Wang
Shanghai Jiao Tong University, National University of Singapore (NUS) - Department of Civil and Environmental Engineering and Singapore Management University - School of Computing and Information Systems

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Maritime transport, Liner shipping, Feeder service, Routing, Network design, Column generation

17.

Model and Analysis of Labor Supply for Ride-Sharing Platforms in the Presence of Sample Self-Selection and Endogeneity

Posted: 07 May 2019
Hao Sun, Hai Wang and Zhixi Wan
Tsinghua University - School of Economics and Management, Singapore Management University - School of Computing and Information Systems and The University of Hong Kong - Faculty of Business and Economics

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Ride-sharing platforms, Labor supply, Income elasticity, Sample selection, Endogeneity

18.

Ridesourcing Systems: A Framework and Review

Posted: 07 May 2019 Last Revised: 20 Jul 2020
Hai Wang and Hai Yang
Singapore Management University - School of Computing and Information Systems and Hong Kong University of Science & Technology (HKUST) - Department of Civil Engineering

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Ridesourcing Systems, Demand and Pricing, Supply and Incentives, Platform Operations, Impacts and Regulations

19.

Pricing and Equilibrium in On-demand Ride-Pooling Markets

Posted: 17 Apr 2019 Last Revised: 20 Jul 2020
Jintao Ke, Hai Yang, Xinwei Li, Hai Wang and Jieping Ye
The University of Hong Kong, Hong Kong University of Science & Technology (HKUST) - Department of Civil Engineering, Independent, Singapore Management University - School of Computing and Information Systems and DiDi Labs - DiDi Research Institute

Abstract:

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ride-sourcing, ride-pooling, average detour time, pricing and equilibrium