Hai Wang

Associate Professor

School of Computing and Information Systems, Singapore Management University

Visiting Professor

Heinz College of Information Systems and Public Policy, Carnegie Mellon University


Editorial Work

Associate Editor for Transportation Science. 2021 – Present

Guest Editor for Special Issue in Service Science. 2020 – Present

Guest Editor for Special Issue in Transportation Research Part C: Emerging Technologies. 2022 – Present

Guest Editor for Special Issue in Transportation Research Part B: Methodological. 2018 – 2021

Editorial Board Member for Transportation Research Part E: Logistics and Transportation Review. 2021 – Present


Education

Ph.D., Operations Research, MIT

   Co-advisors: Professor Amedeo Odoni, Provost Cynthia Barnhart

M.S., Operations Research, MIT

M.S., Transportation, MIT

B.S., Civil Engineering, Tsinghua University


Contact

haiwang@smu.edu.sg

haiwang@cmu.edu

Find me at: Google Scholar ResearchGate LinkedIn

Methodologies

•   Data-Driven Optimization

•   Large-Scale Data Analytics

•   Advanced Computing Methods

•   Machine Learning

Applications

•   Smart Cities and Smart Society

•   Innovative Transportation and Mobility

•   Shared Services and Sharing Economy

•   Logistics and Healthcare

Selected Journal Publication

•   Wang*, H., 2022. Transportation-Enabled Urban Services: A Brief Discussion. Multimodal Transportation (Editorial by Invitation), 1(2), 100007. [link]

•   Zhou, Y., Yang, H., Ke, J., Wang, H. and Li, X., 2022. Competition and Third-Party Platform-Integration in Ride-Sourcing Markets. Transportation Research Part B: Methodological, 159, 76-103. [link]

•   Jin, J., Meng, Q. and Wang#, H., 2021. Feeder Vessel Routing and Transshipment Coordination at a Congested Hub Port. Transportation Research Part B: Methodological, 151, 1-21. [link]

•   Yang, J., Wang, H. and Jin, J., 2021. Optimization of Station-Skip in a Cyclic Express Subway Service. Networks and Spatial Economics (in press). [link]

•   Zhu, Z., Ke, J. and Wang, H., 2021. A Mean-Field Markov Decision Process Model for Spatial-Temporal Subsidies in Ride-Sourcing Markets. Transportation Research Part B: Methodological, 150, 540-565. [link]

•   Shehadeh, K., Wang#, H. and Zhang, P.Y., 2021. Fleet Sizing and Allocation for On-Demand Last-Mile Transportation Systems. Transportation Research Part C: Emerging Technologies, 132, 103387. [link]

•   Ke, J., Yang, H., Li, X., Wang*, H. and Ye, J., 2020. Pricing and Equilibrium in On-Demand Ride-Pooling Markets. Transportation Research Part B: Methodological, 139, 411-431. [link]

•   Ho, K., Wang, H., DeTrempe, P., Sarton, T. and Tomita, K., 2020. Semi-Analytical Model for Design and Analysis of On-Orbit Servicing Architecture. Journal of Spacecraft and Rockets, 57(6), 1129-1138. [link]

•   Yang, H., Shao, C., Wang*, H. and Ye, J., 2020. Integrated Reward Scheme and Surge Pricing in a Ride-Sourcing Market. Transportation Research Part B: Methodological, 134, 126-142. [link]

•   Zhang, Y., Luo, H., Wang, H., Zheng, Z. and Ooi, O., 2020. Validation of Prognostic Accuracy of the SOFA Score, SIRS Criteria, and qSOFA Score for In-Hospital Mortality among Cardiac-, Thoracic-, and Vascular-Surgery Patients Admitted to a Cardiothoracic Intensive Care Unit. Journal of Cardiac Surgery, 35(1), 118–127. [link]

•   Wang, H. and Yang, H., 2019. Ride-Sourcing Systems: A Framework and Review. Transportation Research Part B: Methodological, 129, 122-155. [link]

•   Wang*, H., 2019. Routing and Scheduling for a Last-Mile Transportation System. Transportation Science, 53(1), 131-147. [link]

•   Bai, J., So, K., Tang, C., Chen, X. and Wang, H., 2019. Coordinating Supply and Demand on an On-Demand Service Platform with Impatient Customers. Manufacturing and Service Operations Management, 21(3), 556-570. [link]

•   Sun, H., Wang*, H. and Wan, Z., 2019. Model and Analysis of Labor Supply for Ride-Sharing Platforms in the Presence of Sample Self-Selection and Endogeneity. Transportation Research Part B: Methodological, 125, 76-93. [link]

•   Chen, Y. and Wang*, H., 2018. Pricing for a Last-Mile Transportation System. Transportation Research Part B: Methodological, 107, 57-69. [link]

•   Luo, Y. and Wang#, H., 2017. Core Determining Class and Inequality Selection. American Economic Review: Papers and Proceedings, 107(5), 274-277. [link]

•   Wang*, H. and Odoni, A., 2016. Approximating the Performance of a Last-Mile Transportation System. Transportation Science, 50(2), 659-675. [link]

Books and Chapters

•   Ke, J., Yang, H., Wang, H. and Yin, Y. Supply and Demand Management in Ride-Sourcing Markets (in press by Elseiver).

•   Sun, H., Wang, H. and Wan, Z. Model and Analysis of Service Labor Supply for Shared Transportation. Chapter in Business Management with Big Data, J. Chen (Ed.), 2020.

•   Bai, J., So, K., Tang, C., Chen, X. and Wang, H. Time-Based Payout Ratio for Coordinating Supply and Demand on an On-Demand Service Platform. Chapter in Sharing Economy: Making Supply Meet Demand, M. Hu (Ed.), in Springer Series in Supply Chain Management, C. Tang (Series Ed.), 2019. [link]

Policy Reports

•   CMU Covid-19 Response Research Team. Data-Driven Reopening Strategies for State and Local Governments. [Report] [Slides].

General Media and News

•   Food Delivery: Platform Design, Operations, and Regulations (Article in Chinese). Huxiu [link], Tencent Tech [link], Sina Finance [link], Sina Tech [link], 36 Kr [link].

•   Food Delivery (Part 1): Tolerance to Fault (Article in Chinese). The Paper (Pengpai News) [link].

•   Food Delivery (Part 2): How Governments Regulate (Article in Chinese). The Paper (Pengpai News) [link].

Conference and Other Publication

•   Agatz, N., Choo, S., Wang, H. and Benjaafar, S., 2021. Call for Papers–Special Issue of Service Science: Innovation in Transportation-Enabled Urban Services. Service Science, 13(1), 51-52.

•   Zhu, Z., Ke, J. and Wang, H., 2021. A Mean-Field Markov Decision Process Model for Spatial-Temporal Subsidies in Ride-Sourcing Markets. Proceedings of the 24th International Symposium on Transportation and Traffic Theory (ISTTT24) (in press).

•   Wang*, H. and Wang, Z., 2020. Short-Term Repositioning for Empty Vehicles on Ride-Sourcing Platforms. Proceedings of the INFORMS TSL Second Triennial Conference.

•   Lyu, G., Cheung, W., Teo, C. and Wang*, H., 2019. Matching Passengers and Drivers with Multiple Objectives in Ride Sharing Markets. Proceedings of the Tenth Triennial Symposium on Transportation Analysis (TRISTAN X).

•   Kulkarni, K., Lau, H., Wang, H., Sivabalasingam, S. and Tran, K., 2018. Design and Implementation of Decision Support for Traffic Management at Multipurpose Port Gates. Proceedings of the 2018 Winter Simulation Conference.

•   Jin, J., Meng, Q. and Wang, H., 2018. Column Generation Approach for Feeder Vessel Routing and Synchronization at a Congested Transshipment Port. Proceedings of Odysseus 2018—7th International Workshop on Freight Transportation and Logistics.

•   Wang*, H., Jin, J. and Yang, J., 2018. Optimization of a Cyclic Express Subway Service. Proceedings of the 6th Intl. Symposium on Reliability Engineering and Risk Management.

•   Kulkarni, K., Tran, K., Wang, H. and Lau, H., 2017. Efficient Gate System Operations for a Multi-Purpose Port using Simulation Optimization. Proceedings of the 2017 Winter Simulation Conference.

•   Wang*, H., Jin, J. and Lin, M., 2013. Solving the Railway Yard Operation Problem: Greedy Heuristics, Integer Programming Models, and Waiting Time Approximations. Technical Report for 2013 INFORMS RAS Problem Solving Competition (First Prize Winner).

•   Wang*, H. and Odoni, A., 2013. Approximate Design Parameters for a Last-Mile Transportation System. Proceedings of the Eighth Triennial Symposium on Transportation Analysis (TRISTAN VIII).

Working Papers

•   Lyu, G., Cheung, W., Teo, C. and Wang*, H. "Multi-Objective Stochastic Optimization: A Case of Real-Time Matching in Ride-Sourcing Markets." [link]

•   Luo, Y. and Wang#, H. "Identifying and Computing the Exact Core-Determining Class." [link]

•   Chen, Y. and Wang*, H. "Why Are Fairness Concerns So Important? Lessons from a Last-Mile Transportation System." [link]

•   Cheung, W., Lyu, G., Teo, C. and Wang#, H. "Online Planning with Offline Simulation." [link]

•   Ke, J., Li, X., Yang, H. and Wang, H. "A General Matching Model for On-Demand Mobility Services." [link]

•   Bahrami, S., Nourinejad, M., Yin, Y. and Wang, H. "The Three-Sided Market of Peer-to-Peer Crowd-Shipping." [link]

•   Wang, H., Lu, T., Zhang, Y., Wu, Y., Sun, Y., Dong, J. and Huang, W. "Last Digit Tendency: Lucky Number and Psychological Rounding in Mobile Transactions."

•   Guo, X., Haupt, A., Wang*, H., Qadri, R. and Zhao, J. "Understanding Multihoming and Switching by Platform Drivers Using Aggregate Data."

•   He, Y., Luo, Q., Wang#, H. and Zheng, Z. "Estimating Patient Health Transition from Data Censored by Treatment-Effect-Based Policy."

•   Sun, H., Wang*, H. and Wan, Z. "Flexible Labor Supply Behaviour on Ride-Sharing Platforms."

•   Jin, J. and Wang*, H. "Optimization of Ride-Sharing from Public Transportation Hub."

•   Yang, J., Lau, H. and Wang*, H. "Optimization of Customer Service Area and Driver Dispatch Area for On-Demand Food Delivery Services."

•   Chen, H. and Wang#, H. "Revenue Optimization with Social Welfare Guarantee in Networked Markets."

•   Wu, G., Zhang, P.Y. and Wang*, H. "Rating and Client Satisfaction Prediction in Online Labor Markets: Models and Implications."

•   Hao, H., Zhang, P.Y., Odoni, A. and Wang*. "BHH Theorem Through a Big Data Lens: TSP/VRP Approximation for Assessing Urban Transportation Efficiency."

•   He, J., Ni, T., Teo, C. and Wang#, H. "Reducing Recommendation Inequality via Stable Matching with Random Preferences."

•   Liang, J., Ke, J., Wang, H., Ye, H. and Tang, J. "A Poisson-Based Distribution Learning Framework for Short-Term Prediction of Food Delivery Demand Ranges."

•   Li, X., Li, X., Wang, H. and Shi, J. "Supply Regulation under the Exclusion Policy in a Ride-Sourcing Market."

•   Neha, N., Wang#, H. and Zhang, P.Y. "Coordination and Collaboration of School Bus Transportation."

•   He, Y., Luo, Q., Wang, H., Zheng, Z., Luo, H. and Ooi, O. "Real-time Estimated SOFA score with Intervals: Improved Risk Monitoring with Estimated Uncertainty in Health Condition for Patients in ICU."

Teaching Awards

•  Junior Faculty Teaching Excellence Award, Singapore Management University

•  Short-list Nominee for Goodwin Medal of Graduate Student Teaching Excellence Award, MIT

Courses

•   Carnegie Mellon University, Instructor

    Decision Making Under Uncertainty, 2019 – 2020

    Last student evaluation: 4.67/5.0

    Capstone Project for M.S. in Business Analytics and Information Systems, 2019 – 2021

    Last student evaluation: 5.0/5.0

•   Singapore Management University, Instructor

    Smart City Operations Research, soon in 2022 – 2023

    Spreadsheet Modeling and Analytics, 2020 – 2022

    Last student evaluation: 6.90/7.0

    Computer as an Analysis Tool, 2015 – 2019

    Last student evaluation: 6.78/7.0

•   Massachusetts Institute of Technology, Guest Lecturer

    Deep Learning for Urban Mobility, Oct. 2019

•   Tsinghua University, Guest Lecturer

    Regulations of Platform and Sharing Economy, Dec. 2020

    Urban Operations Research, May 2017

•   Peking University, Guest Lecturer

    Data Analytics and Decision Making, Apr. 2021

•   Carnegie Mellon University, Guest Lecturer

    Innovative and Sustainable Operations, Apr. 2020

    Decision Analytics for Business and Policy, Mar. 2020

•   Singapore Management University, Guest Lecturer

    Big Data and Entrepreneurship: Methodology and Case Studies, 2016 – 2019

    Case Study in Translational Artificial Intelligence, Oct. 2018

    Coaching for a Business Plan Competition, Jul. 2016

•   Singapore University of Technology and Design, Guest Lecturer

    Optimization, Oct. 2017

•   Massachusetts Institute of Technology, Teaching Assistant

    Logistical and Transportation Planning Methods (Urban O.R.), Fall 2012, 2013

    Last student evaluation: 6.90/7.0

Professional Service

•  Editorial Service for Academic Journals

    Associate Editor for Transportation Science. 2021 – Present

    Guest Editor for Transportation Research Part C: Emerging Technologies, Special Issue on Emerging On-Demand Passenger and Logistics Systems. 2022 – Present [link]

    Guest Editor for Service Science, Special Issue on Innovation in Transportation-Enabled Services. 2020 – Present [link]

    Guest Editor for Transportation Research Part B: Methodological, Special Issue on Innovative Shared Transportation. 2018 – 2021 [link]

    Editorial Board Member for Transportation Research Part E: Logistics and Transportation Review. 2021 – Present

•  Scientific Committee Member for Conferences

    INFORMS TSL Third Triennial Conference, Chicago, Illinois, USA

    Winter Simulation Conference 2022, Singapore

    The 12th POMS-HK International Conference, Guangzhou/Hong Kong, China

    The 9th INFORMS TSL Workshop, Ahmedabad, India

    INFORMS TSL Second Triennial Conference, Arlington, Virginia, USA

    The 11th POMS-HK International Conference, Hong Kong, China

    The 10th POMS-HK International Conference, Hong Kong, China

•  Service in Academic and Professional Organizations

    International liaison for Asia, Australia, and New Zealand for INFORMS TSL

•  Chair of Invited Session for Conferences

    Winter Simulation Conference 2022, Singapore

    INFORMS 2022 Annual Meeting, Indianapolis, Indiana, USA

    INFORMS 2021 Annual Meeting, Anaheim, California, USA

    IFORS 2021 Conference, Seoul, Korea

    The 13th CSAMSE Conference, Shanghai, China

    INFORMS 2020 Annual Meeting, National Harbor, Maryland, USA

    The 11th POMS-HK International Conference, Hong Kong, China

    INFORMS 2019 Annual Meeting, Seattle, Washington, USA

    The 10th POMS-HK International Conference, Hong Kong, China

    INFORMS 2018 Annual Meeting, Phoenix, Arizona, USA

    The 6th INFORMS TSL Workshop, Hong Kong, China

    INFORMS 2016 Annual Meeting, Nashville, Tennessee, USA

    INFORMS 2014 Annual Meeting, San Francisco, California, USA

•  Referee for Academic and Professional Organizations

    Netherlands Organisation for Scientific Research

    Hong Kong Research Grants Council

    POMS-China Best Student Paper Competition

    POMS-HK Best Student Paper Competition

•  Referee for Academic Journals and Peer-reviewed Conferences (in alphabetical order)

    AAAI Conference on Artificial Intelligence

    Behaviour and Information Technology

    Complexity

    Computers and Industrial Engineering

    Computers and Operations Research

    Connection Science

    Electronic Commerce Research and Applications

    ETRI Journal on Electronics and Telecommunications

    EURO Journal on Transportation and Logistics

    European Journal of Operational Research

    Frontiers in Future Transportation

    Global Business and Organizational Excellence

    IEEE Access

    IEEE Intelligent Vehicles Symposium

    IEEE Transactions on Automation Science and Engineering

    IEEE Transactions on Intelligent Transportation Systems

    IET Energy Systems Integration

    IISE Transactions

    Information Systems and Operational Research

    Information Systems Research

    INFORMS Journal on Computing

    INFORMS Journal on Optimization

    INFORMS TSL Triennial Conference

    INFORMS TSL Workshop

    International Journal of Industrial Organization

    International Journal of Production Economics

    International Journal of Sustainable Transportation

    International Transactions in Operational Research

    ISTTT Conference

    Journal of Advanced Transportation

    Journal of Civil Engineering and Management

    Journal of Economics and Management Strategy

    Journal of Public Transportation

    Journal of Retailing and Consumer Services

    Journal of Transport and Land Use

    Journal of Urban Technology

    Management Science

    Manufacturing and Service Operations Management

    Mathematical Problems in Engineering

    Naval Research Logistics

    Networks and Spatial Economics

    New Journal of Physics

    Omega: The International Journal of Management Science

    Production and Operations Management

    Public Transport

    Service Science

    Simulation Modelling Practice and Theory

    Sustainable Cities and Society

    The Open Civil Engineering Journal

    Transport Policy

    Transport Reviews

    Transportation

    Transportation Planning and Technology

    Transportation Research Board Annual Meeting

    Transportation Research Part A: Policy and Practice

    Transportation Research Part B: Methodological

    Transportation Research Part C: Emerging Technologies

    Transportation Research Part D: Transport and Environment

    Transportation Research Part E: Logistics and Transportation Review

    Transportation Research Record

    Transportation Science

    Transportmetrica A: Transport Science

    Transportmetrica B: Transport Dynamics

    Urban, Planning and Transport Research

•  Member of Academic and Professional Organizations

    INFORMS (Institute for Operations Research and the Management Sciences)

    TRB (Transportation Research Board)

    AEA (American Economic Association)

    TSL (Transportation Science and Logistics Society)

•  Member or Examiner of Doctoral Committee

    Universities in China Mainland: Tsinghua University, Shanghai Jiaotong University, Tianjin University

    Universities in Asia: Singapore Management University, University of Hong Kong

    Universities in North America: Carnegie Mellon University

Other Service

•   Co-founder and Chair, MIT-China Innovation and Entrepreneurship Forum. 2011 – 2017

•   Vice President, Boston Tsinghua Alumni Association. 2012 – 2015

•   Co-president, MIT Chinese Students and Scholars Association. 2011 – 2012

Honors and Awards

•   Lee Kong Chian Fellowship for Research Excellence, 2022, 2023

•   Transportation Science Meritorious Service Award, 2021

•   PwC Risk and Regulatory Service Innovation Research Award, 2020

•   Outstanding Paper Award, The 3rd Conference of the Yangtze-River Research and Innovation Belt, 2020

•   Fellow, Chan Wui & Yunyin Rising Star Workshop in Mobility and Communications, 2019

•   Lee Kong Chian Fellowship for Research Excellence, 2018, 2019

•   Best Paper Award, The 10th International Workshop on Computational Transportation Science (CTS), 2018

•   Singapore Management University Junior Faculty Teaching Excellence Award, 2017

•   Short-list Nominee for Goodwin Medal of MIT Graduate Student Teaching Excellence Award, 2014

•   Semifinalist in MIT 100K Entrepreneurship Competition (Project: Shared Logistics), 2014

•   First Prize Winner in INFORMS RAS Problem Solving Competition, 2013

•   MIT Chyn Duog Shiah Memorial Fellowship for Excellent Ph.D. Student, 2009

•   National Award for Excellent Graduate (Top 0.1%), China Civil Engineering Society, 2009

•   Graduation with Highest Honors (Top 1%), Tsinghua University, 2009

•   Ranked 1st in Department of Civil Engineering, Tsinghua University, 2009

•   Jiang Nanxiang Presidential Fellowship, Tsinghua University, 2008

•   National Scholarship, Ministry of Education, China, 2008

•   First Class Honors Fellowship, Tsinghua University, 2005 – 2008

•   Ranked 1st in NCEE Subject of Comprehensive Science, Sichuan, China, 2005

Research Grants

•   Meituan (the largest food delivery and location-based service provider in China). Co-Principal Investigator. Project Title: Analysis and Optimization of Customer and Rider Satisfaction in Food Delivery. 2021 – 2022. Award Amount: US$108,000.

•   Mobility21 (A National University Transportation Center of Department of Transportation, USA). Co-Principal Investigator. Project Title: Joint Optimization of School Bus Routes and Last-Mile Services. 2020 – 2021. Award Amount: US$186,758.

•   PwC Risk and Regulatory Service Innovation Center. Principal Investigator. Project Title: Financial Crime Prediction and Detection. 2020. Award Amount: US$26,604.

•   Singapore-MIT Alliance for Research and Technology Centre (SMART), Future Urban Mobility Group. Principal Investigator. Project Title: Matching in On-Demand Shared Transportation. 2019 – 2020. Award Amount: SG$50,040.

•   Singapore MOE Tier 2 Academic Research Fund, Co-Principal Investigator. Project Title: Optimal Control of Medical Treatment using Predictive Information in ICUs. 2019 – 2022. Award Amount: SG$620,532.

•   Didi Chuxing, Principal Investigator. Project Title: Optimizing Driver Incentives through Understanding Driver Behavior. 2017 – 2018. Award Amount: SG$10,000.

•   Didi Chuxing, Co-Principal Investigator. Project Title: Deep Learning Dynamic Demand Estimation and Pricing for Two-Sided Platform. 2017 – 2018. Award Amount: US$15,000.

•   Singapore MOE Tier 1 Academic Research Fund, Co-Principal Investigator. Project Title: Predictive Data Analytics and Real-Time Risk Monitoring for Intensive Care Units. 2017 – 2019. Award Amount: SG$149,710.

•   Singapore MOE Tier 1 Academic Research Fund, Principal Investigator. Project Title: Pricing and Design of a Last-Mile Transportation System with Multi-Type Users. 2016 – 2019. Award Amount: SG$130,923.

Conference Presentations

•   INFORMS 2022 Annual Meeting, Indianapolis, Indiana, USA. Oct. 2022

•   INFORMS 2021 Annual Meeting, Anaheim, California, USA. Oct. 2021

•   IFORS 2021 Conference, Seoul, Korea. Aug. 2021

•   The 13th International Conference of the Chinese Scholars Association for Management Science and Engineering (CSAMSE), Shanghai, China. Jul. 2021

•   The 1st International Workshop on Operations Research and Artificial Intelligence, Wuhan, China. Apr. 2021

•   INFORMS 2020 Annual Meeting, National Harbor, Maryland, USA. Nov. 2020

•   The 11th POMS-HK International Conference, Hong Kong, China. Jan. 2020

•   INFORMS 2019 Annual Meeting, Seattle, Washington, USA. Oct. 2019

•   The 12th International Conference of the Chinese Scholars Association for Management Science and Engineering (CSAMSE), Chengdu, Sichuan, China. Jul. 2019

•   The 10th Triennial Symposium on Transportation Analysis (TRISTAN X), Hamilton Island, Australia. Jun. 2019

•   Chan Wui & Yunyin Rising Star Workshop in Transportation, Bellagio, Italy. Jun. 2019

•   The 10th POMS-HK International Conference, Hong Kong, China. Jan. 2019

•   The 5th Young Scholar Workshop on Management Science, Xiamen, Fujian, China. Jan. 2019

•   INFORMS 2018 Annual Meeting, Phoenix, Arizona, USA. Nov. 2018

•   The 16th Annual Meeting of the Society of Management Science and Engineering of China, Kunming, Yunan, China. Oct. 2018

•   The 10th International Workshop on Computational Transportation Science (CTS), Beijing, China. Jul. 2018

•   The 11th International Conference of the Chinese Scholars Association for Management Science and Engineering (CSAMSE), Ningbo, Zhejiang, China. Jul. 2018

•   Tsinghua-JD-POMS International Workshop, Qingdao, Shandong, China. Jun. 2018

•   The 6th INFORMS TSL Workshop, Hong Kong, China. Jan. 2018

•   The 9th POMS-HK International Conference, Hong Kong, China. Jan. 2018

•   INFORMS TSL First Triennial Conference, Chicago, Illinois, USA. Jul. 2017

•   AEA 2017 Annual Meeting, Chicago, Illinois, USA. Jan. 2017

•   TRB 2017 Annual Meeting, Washington, D.C., USA. Jan. 2017

•   INFORMS 2016 Annual Meeting, Nashville, Tennessee, USA. Nov. 2016

•   INFORMS 2015 Annual Meeting, Philadelphia, Pennsylvania, USA. Nov. 2015

•   Future Urban Mobility Symposium 2015, Singapore-MIT Alliance for Research and Technology, Singapore. Jul. 2015

•   INFORMS 2014 Annual Meeting, San Francisco, California, USA. Oct. 2014

•   Future Urban Mobility Symposium 2014, Singapore-MIT Alliance for Research and Technology, Singapore. Jan. 2014

•   INFORMS 2013 Annual Meeting, Minneapolis, Minnesota, USA. Oct. 2013

•   The 8th Triennial Symposium on Transportation Analysis (TRISTAN VIII), San Pedro de Atacama, Chile. Jun. 2013

Invited Seminars

•   University of Hong Kong, Faculty of Business and Economics. Jul. 2022

•   City University of Hong Kong, School of Data Science. Jun. 2022

•   University of Hong Kong, Institute of Transport Studies. Jun. 2022

•   Nanjing University of Aeronautics and Astronautics, School of Civil Aviation. Dec. 2021

•   Huazhong University of Science and Technology, School of Management. Oct. 2021

•   Southwest Jiaotong University, School of Transportation and Logistics. Jul. 2021

•   Indian Institute of Management, Ahmedabad, Centre for Transportation and Logistics. Apr. 2021

•   Tsinghua University, Department of Industrial Engineering. Apr. 2021

•   Beijing Jiaotong University, State Key Lab of Rail Traffic Control and Safety. Apr. 2021

•   Zhejiang University, Institute of Intelligent Transportation Systems. Apr. 2021

•   Southwestern University of Finance and Economics, School of Business Administration. Mar. 2021

•   University of Minnesota, Department of Industrial and Systems Engineering. Jan. 2021

•   University of Michigan, Department of Civil and Environmental Engineering. Nov. 2020

•   New York University, Center for Connected Cities with Smart Transportation. Mar. 2020

•   Carnegie Mellon University, Department of Civil and Environmental Engineering. Jan. 2020

•   Hong Kong University of Science and Technology, Department of Civil and Environmental Engineering. Jan. 2020

•   Tsinghua University, School of Public Policy and Management. Dec. 2019

•   University of California, Berkeley, Department of Industrial Engineering and Operations Research. Nov. 2019

•   MIT, Department of Urban Studies and Planning. Oct. 2019

•   Carnegie Mellon University, Department of Computer Science. Sep. 2019

•   Carnegie Mellon University, Heinz College of Information Systems and Public Policy. Sep. 2019

•   Singapore Management University, LKC School of Business. Aug. 2019

•   University of Science and Technology of China, School of Management. Jul. 2019

•   Tongji University, School of Economics and Management. Jul. 2019

•   Southeast University, School of Transportation. Jul. 2019

•   Singapore-MIT Alliance for Research and Technology Centre (SMART), Future Urban Mobility Group. Jul. 2019

•   Hong Kong University of Science and Technology, HKUST-DiDi Joint Research Laboratory. May 2019

•   Zhejiang University, Institute of Intelligent Transportation Systems. Apr. 2019

•   Chinese University of Hong Kong (Shenzhen), School of Economics and Management. Apr. 2019

•   Tsinghua University, School of Economics and Management. Dec. 2018

•   Beijing Jiaotong University, State Key Lab of Rail Traffic Control and Safety. Dec. 2018

•   Chongqing University, School of Economics and Business Administration. Dec. 2018

•   Nanjing University of Aeronautics and Astronautics, School of Civil Aviation. Dec. 2018

•   Southwest Jiaotong University, School of Transportation and Logistics. Dec. 2018

•   Tsinghua University, Department of Civil Engineering. Dec. 2018

•   Shanghai Jiao Tong University, Antai School of Economics and Management. Jul. 2018

•   Chinese University of Hong Kong, CUHK Business School. Mar. 2018

•   City University of Hong Kong, Department of Systems Engineering and Engineering Management. Jan. 2018

•   Shanghai Jiao Tong University, Department of Transportation Engineering. Dec. 2017

•   University of Electronic Science and Technology of China, School of Management and Economics. Nov. 2017

•   University of Illinois at Urbana-Champaign, Department of Civil and Environmental Engineering. Jul. 2017

•   Southwestern University of Finance and Economics, School of Business Administration. Jul. 2017

•   Shanghai University of Finance and Economics, School of Urban and Regional Science. Jun. 2017

•   Nanyang Technological University, Nanyang Business School. May 2017

•   Shanghai Jiao Tong University, Department of Transportation Engineering. May 2017

•   Zhejiang University, School of Public Affairs. Apr. 2016

•   Zhejiang University, College of Civil Engineering and Architecture. Mar. 2016

•   Shanghai Jiao Tong University, Department of Transportation Engineering. Aug. 2015

•   Singapore University of Technology and Design, Engineering Systems and Design Pillar. Mar. 2015

•   Shanghai Jiao Tong University, Antai School of Economics and Management. Mar. 2015

•   Tsinghua University, Department of Industrial Engineering. Mar. 2015

•   Singapore Management University, School of Information Systems. Feb. 2015

•   National University of Singapore, NUS Business School. Feb. 2015

Industry Talks

•   Meituan, Beijing, China. Jul. 2022

•   Meituan, Beijing, China. May 2022

•   Upwork, Santa Clara, California, USA. Feb. 2022

•   OR-AI, Shenzhen, Guangdong, China. Nov. 2021

•   MilkRun, Singapore. Sep. 2021

•   LalaMove (Huolala), Shenzhen, Guangdong, China. Jan. 2020

•   Uber, San Francisco, California, USA. Nov. 2019

•   Lyft, San Francisco, California, USA. Nov. 2019

•   Upwork, Santa Clara, California, USA. Nov. 2019

•   Didi Chuxing, Mountain View, California, USA. Nov. 2019

•   Douban, Beijing, China. Apr. 2019

•   Didi Chuxing, Team of Supply Incentives, Beijing, China. Jun. 2018

•   Baidu, Beijing, China. Jun. 2018

•   Didi Chuxing, Team of Pricing, Beijing, China. Jun. 2018

•   Jingdong (JD.com), Beijing, China. Jun. 2018

•   Didi Chuxing, Operations Innovation Center, Beijing, China. May 2018

•   Didi Chuxing, DiDi Research Lab, Beijing, China. May 2017






© Hai Wang, 2022