Qi Luo

Clemson University, Department of Industrial Engineering

Assistant Professor

SCHOLARLY PAPERS

21

DOWNLOADS
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Top 29,393

in Total Papers Downloads

3,217

SSRN CITATIONS
Rank 30,585

SSRN RANKINGS

Top 30,585

in Total Papers Citations

31

CROSSREF CITATIONS

4

Scholarly Papers (21)

1.

Marrying Stochastic Gradient Descent with Bandits: Learning Algorithms for Inventory Systems with Fixed Costs

Number of pages: 47 Posted: 07 Mar 2019 Last Revised: 06 Aug 2020
Hao Yuan, Qi Luo and Cong Shi
University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering, Clemson University, Department of Industrial Engineering and Management Science, Herbert Business School, University of Miami
Downloads 786 (59,074)
Citation 13

Abstract:

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inventory, fixed costs, censored demand, nonparametric, learning algorithms, regret analysis

2.

Dynamic Pricing for On-Demand Ride-Sharing: A Continuous Approach

Number of pages: 32 Posted: 23 Oct 2017 Last Revised: 20 Nov 2017
Qi Luo and Romesh Saigal
Clemson University, Department of Industrial Engineering and University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering
Downloads 433 (124,808)
Citation 8

Abstract:

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dynamic pricing, continuous approach, optimal control, ride-sharing, two-sided market

3.

Online Learning for Constrained Assortment Optimization under Markov Chain Choice Model

Number of pages: 55 Posted: 20 Apr 2022 Last Revised: 10 Apr 2024
Northwestern University - Department of Industrial Engineering and Management Sciences, Clemson University, Department of Industrial Engineering, Tongji University - School of Economics and Management and Management Science, Herbert Business School, University of Miami
Downloads 411 (132,611)

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online learning, assortment planning, Markov chain choice model, capacity, regret analysis

4.

Strategic Driver Repositioning in Ride-Hailing Networks with Dual Sourcing

Number of pages: 26 Posted: 28 Mar 2022
Harbin Institute of Technology, Department of Transportation Engineering, Clemson University, Department of Industrial Engineering, George Washington University - Department of Civil and Environmental Engineering, University of Michigan, Ann Arbor and Harbin Institute of Technology
Downloads 184 (298,566)

Abstract:

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Ride-hailing market, dual sourcing, network equilibrium, supply management

5.

The Dual Effects of Team Contest Design on On-Demand Service Work Schedules

Number of pages: 37 Posted: 11 Aug 2021 Last Revised: 05 May 2022
Harbin Institute of Technology, Department of Transportation Engineering, The Hong Kong University of Science and Technology (Guangzhou), Clemson University, Department of Industrial Engineering, Harbin Institute of Technology and University of Michigan, Ann Arbor
Downloads 168 (323,468)

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On-demand service platforms, Team competition, Payment scheme design, Quasi-variational inequality

6.

Accelerating the Adoption of Automated Vehicles by Subsidies: A Dynamic Games Approach

Number of pages: 26 Posted: 12 Dec 2018 Last Revised: 01 May 2019
Clemson University, Department of Industrial Engineering, University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering, University of Michigan at Ann Arbor and University of Michigan, Ann Arbor
Downloads 149 (357,736)
Citation 2

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Automated vehicles, subsidy policy, dynamic Stackelberg games, diffusion of innovations.

7.

Managing Public Transit during a Pandemic: The Trade-Off between Safety and Mobility

Number of pages: 34 Posted: 01 Jan 2021
Clemson University, Department of Industrial Engineering, Center for Applied Mathematics, Istituto per le Applicazioni del Calcolo M. Picone (IAC-Roma), Vanderbilt University and Civil and Environmental Engineering
Downloads 144 (367,778)

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Safety-and-mobility trade-off; Epidemic model; Public transit; Disruption and control

8.

Plan Your System and Price for Free: Fast Algorithms for Multimodal Transit Operations

Number of pages: 37 Posted: 24 Jan 2022 Last Revised: 13 Nov 2023
Cornell University - School of Operations Research and Information Engineering, University of Southern California - Marshall School of Business, Clemson University, Department of Industrial Engineering and Civil and Environmental Engineering
Downloads 136 (384,493)
Citation 1

Abstract:

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smart transit, pricing, network design

9.

Multiagent Incentive Contracts: Existence, Uniqueness and Implementation

Number of pages: 17 Posted: 19 Sep 2017 Last Revised: 30 Sep 2019
Qi Luo and Romesh Saigal
Clemson University, Department of Industrial Engineering and University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering
Downloads 122 (418,016)

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Principal Multi-Agent Problem, Continuous-Time Approach, Kakutani Fixed Point Theorem, Subgame Perfect Equilibrium, Hamilton-Jacobi-Bellman Equation, Differential Game

10.

Data-Driven Modeling of Ride-Hailing Trajectories

Number of pages: 4 Posted: 12 Jun 2018
University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering, Clemson University, Department of Industrial Engineering and University of Michigan at Ann Arbor - Transportation Research Institute
Downloads 120 (423,105)

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ride-hailing, trajectory prediction, recurrent neural network

11.

An Evaluation of Information Sharing Parking Guidance Policies Using a Bayesian Approach

Number of pages: 16 Posted: 17 Nov 2016
University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering, University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering, Clemson University, Department of Industrial Engineering, University of Michigan at Ann Arbor - Transportation Research Institute and University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering
Downloads 106 (463,779)

Abstract:

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Transportation, Parking

12.

Optimal Contract Design for Ride-Sourcing Services Under Dual Sourcing

Number of pages: 37 Posted: 31 Aug 2020
Harbin Institute of Technology, Department of Transportation Engineering, George Washington University - Department of Civil and Environmental Engineering, Clemson University, Department of Industrial Engineering, University of Michigan, Ann Arbor, Harbin Institute of Technology and DiDi Labs - DiDi Research Institute
Downloads 99 (486,357)

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ride-sourcing market, dual sourcing, contract design, freelancers, contractors

13.

Dynamic Congestion Pricing for Ridesourcing Traffic: A Simulation Optimization Approach

Proceedings of Winter Simulation Conference, 2019
Number of pages: 12 Posted: 04 Dec 2019
Qi Luo, Zhiyuan Huang and Henry Lam
Clemson University, Department of Industrial Engineering, Tongji University - School of Economics and Management and Columbia University
Downloads 97 (493,011)

Abstract:

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14.

A Heuristic for Learn-and-Optimize New Mobility Services with Equity and Efficiency Metrics

Number of pages: 18 Posted: 04 Dec 2019
University of Michigan, Ann Arbor, Clemson University, Department of Industrial Engineering, University of Michigan at Ann Arbor - Transportation Research Institute and University of Michigan at Ann Arbor - Transportation Research Institute
Downloads 80 (555,637)

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15.

Dynamic subsidies for synergistic development of charging infrastructure and electric vehicle adoption

Number of pages: 44 Posted: 05 Oct 2021
Clemson University, Department of Industrial Engineering, Chongqing University, Chongqing University, Chongqing University and University of Michigan at Ann Arbor - Department of Industrial and Operations Engineering
Downloads 61 (643,003)
Citation 2

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Electric vehicle adoption, Charging infrastructure, Technology diffusion,Policy incentive, Principal-multiagent system

16.

Toward Privacy-Aware Multimodal Transportation: Convergence to Network Equilibrium under Differential Privacy

Number of pages: 16 Posted: 21 Oct 2022
Tongji University, affiliation not provided to SSRN, Clemson University, Department of Industrial Engineering, Tongji University and affiliation not provided to SSRN
Downloads 50 (705,257)

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Multimodal mobility systems, differential privacy, network equilibrium, hyperpath choice, privacy-preserving mechanism

17.

Mixture Model for Contextual Route Choice in Multimodal Transportation Systems

Number of pages: 40 Posted: 22 Nov 2023
Yan Wu, Qi Luo and Yuyuan Ouyang
Clemson University, Clemson University, Department of Industrial Engineering and Clemson University
Downloads 31 (841,428)

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Mixture of experts, dynamic route choice models, inverse optimization

18.

Multimodal Mobility Systems: Joint Optimization of Transit Network Design and Pricing

ICCPS 2021
Number of pages: 11 Posted: 18 Feb 2021
Clemson University, Department of Industrial Engineering, Civil and Environmental Engineering and Cornell University - School of Operations Research and Information Engineering
Downloads 23 (912,347)

Abstract:

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multimodal mobility, network design, market design

19.

Deep Optimal Stopping Methods for Multiclass Evacuation and Sheltering Times

Number of pages: 32 Posted: 27 Oct 2023
Hanwen Liu, Qi Luo and Yongjia Song
Clemson University, Clemson University, Department of Industrial Engineering and Clemson University
Downloads 17 (971,245)

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Emergency response, Hurricane sheltering, Deep optimal stopping, Data-driven disaster management

20.

Optimizing Large On-demand Transportation Systems through Stochastic Conic Programming

Posted: 08 Jul 2019 Last Revised: 20 May 2021
Northwestern University - Department of Industrial Engineering and Management Sciences, Clemson University, Department of Industrial Engineering and University of Michigan at Ann Arbor - Transportation Research Institute

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Production, Manufacturing, Transportation and Logistics, On-demand Transportation Systems, Queueing Networks, Vehicle Rebalancing

21.

Multimodal Connections between Dockless Bikesharing and Ride-Hailing: An Empirical Study in New York City

ITS Magazine
Posted: 31 Oct 2017 Last Revised: 20 May 2021
Clemson University, Department of Industrial Engineering, Automotive Engineering, Columbia University and University of Michigan at Ann Arbor - Transportation Research Institute

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Multimodal Transport; Ride-Matching; Hub Selection; Bike-Ride-Sharing