2007/01-2010/03，Doctor of Engineering, Nagoya University, Japan

2003/01-2004/12，Master of Engineering, University of California, Berkeley, U.S.

2001/08-2003/01，Master of Science, University of California, Berkeley, U.S.

1997/09-2001/07，Bachelor of Engineering, Tsinghua University, China

2021/02－present, Tsinghua University Department of Civil Engineering, Research fellow

2017/07－2021/01, Tsinghua University Department of Civil Engineering, Associate Professor（Tenure Track）

2010/11－2017/06, Tsinghua University Department of Civil Engineering, Associate Professor

2004/12－2010/08, California PATH, University of California, Berkeley, R&D Engineer

1. Green Transportation System

2. The Fundamental Theory and Application of Intelligent Transportation Systems

3. Practice of Intelligent Transportation Innovation

4. Introduction to AI Industry

5. Seminar on Science, Technology and Humanities

1. Intelligent transportation system

2. Automated transportation system

3. Data-driven transportation modeling

4. Emergency traffic organization and control

1. Traffic and Security Cooperative Management and Control System in the Winter Olympic Games, National Science and Technology Support Program, 2019.03-2021.12

2. Special Test Organization and Evaluation of Traffic Operation for the Winter Olympics Games, Transportation Project of Beijing 2022 Winter Olympic and Paralympic Organizing Committee, 2021.10-2022.04

3. Study on dredging and management Facility optimization of high-density Pedestrian in continuous Space, Overseas Cooperative Research Fund of National Natural Science Foundation of China, 2019.01-2020.12

4. Key technologies and application demonstration of road traffic operation health diagnosis based on big data of human-road relationship, Major Science and Technology Projects in Beijing, 2019.07-2021.06

5. Research on automatic driving traffic system, International science and technology cooperation projects, 2018.08-2021.07

6. Mechanism and regulation of transportation supply and demand balance, the National Science Fund for Excellent Young Scholars, 2017.01-2019.12

7. Key Technology and Demonstration of Traffic Intelligent Network Control in Urban Core Function Area, National Science and Technology Support Program, 2014.1-2016.12

8. Active Traffic Management and Control Studies for Urban Networks based on Multi-sources Detection Data, National Natural Science Foundation of China (Key Program), 2012.05-2016.12

9. Optimizations of Sustainable Transportation Management Strategies based on Agent-based Simulation, National Natural Science Foundation of China (General Program), PI, 2014.01-2017.12

1. IEEE Open Journal of Intelligent Transportation Systems, Associate Editor (2019.12-present)

2. Smart and Resilient Transportation, Associate Editor (2019.05-present)

3. Group of Transportation Data Science, National Technical Committee on Intelligent Transport Systems of Standardization Administration of China, Co-Chair of Organizing Committee (2019.01-present)

4. Static Traffic Professional Committee of China Intelligent Transportation Association, Secretary General (2018.10-present)

5. Beijing Municipal Public Security Bureau, Distinguished Expert (2018.07-present)

6. Beijing Key Laboratory of Intelligent Control technology for Urban Road Traffic, Committee Member, Distinguished Expert (2018.01-present)

7. Youth Science and Technology Workers Committee of China Communications and Transport Association, Deputy Director (2017.12-present)

8. Asia-Pacific Journal of Operational Research, Associate Editor (2016.05-present)

9. Journal of Intelligent Transportation Systems, Editorial Board (2015.10-present)

10. Transportation Research Board (TRB), U.S., Traffic Signal Systems Committee (AHB25), Committee Member (2014.04-present)

11. World Conference on Transport Research Society (WCTRS), General Scientific Committee Member (2013.12-present)

12. World Conference on Transport Research Society (WCTRS), Topic Area Manager (TAM) of Area H: Transportation in Developing Countries (2014.12-present)

13. Institute of Transportation Engineers, Intelligent Traffic Signal Operation Committee, Committee Member (2006.01-present)

14. Member, American Society of Civil Engineering (ASCE) (2002.01-present)

15. Member, Chinese Oversea Transportation Association (COTA), (2002.01-present)

16. Member, International Chinese Transportation Professional Association (ICTPA) (2006.01-present)

1. Science and Technology Award of Anhui Province, First Prize, 2020

2. Science and Technology Progress Award of Geographic Information Association, Grand Prize, 2019

3. Science and Technology Award of China Intelligent Transportation Association, First Prize, 2019

4. Young and middle-aged leading talents in scientific and technological innovation of China Intelligent Transportation Association , 2019

5. The Ministry of Public Security Prize for Progress in Science and Technology, China, First Prize, 2018

6. Outstanding Performance Award, China Intelligent Transportation Systems Association, 2018

7. 18th Cota International Conference of Transportation Professionals Best Paper Award, 2018

8. Education Achievement Award, Beijing, First Prize, 2017

9. Early Career Award, National Science Foundation of China, 2016 (Highly competitive, one per year in the field of transportation engineering, first in Tsinghua University in the transportation field)

10. 15th Cota International Conference of Transportation Professionals Best Paper Award, 2015

11. Outstanding Performance Award, China Intelligent Transportation Systems Association, 2015

12. Outstanding Advisor Award, National Student Competition in Innovation and Entrepreneurship of China, “Link Travel Data Collection and Travel Service Systems”, 2016

13. Outstanding Advisor Award, China-US Young Makers Competition, “Link Travel Data Collection and Travel Service Systems”, 2016

14. Education Achievement Award, Tsinghua University, First Prize, 2014

15. 13th Cota International Conference of Transportation Professionals Best Paper Award, 2013

16. National Prize for Progress in Science and Technology, China, Second Prize, 2011

Books / Book chapters

[1] Public Transportation Systems: Basic Principles of System Design Operations Planning and Real-Time Control, China Communication Publishing & Media Management Co., Ltd, 2017 (in Chinese)

[2] Practice of Urban Traffic Congestion Management, China Communication Publishing & Media Management Co., Ltd, 2013 (in Chinese)

[3] Traffic Data Collection and its Standardization, Springer, 2010

Peer-reviewed journal papers (* corresponding author, ^# student or Postdoc)

[1] Li, M.; Chen, X.*; Lin, X.; Xu, D.; Wang, Y.; Connected vehicle-based red-light running prediction for adaptive signalized intersections, Journal of Intelligent Transportation Systems, 2018, 22(3): 229-243.

[2] Li, M.; Lin, X.; He, F.*; Jiang, H.; Optimal Locations and Travel Time Display for Variable Message Signs, Transportation Research Part C: Emerging Technologies, 2016, (2016): 418-435.

[3] Zhang, Z.^#; Li, M.*; Lin, X.; Wang, Y.; Network-wide traffic flow estimation with insufficient volume detection and crowdsourcing data, Transportation Research Part C: Emerging Technologies, 2020, 121.

[4] Zou, M.; Li, M.*; Lin, X.; Xiong, C.; Mao, C.; Wan, C.; Zhang, K.; Yu, J.; An agent-based choice model for travel mode and departure time and its case study in Beijing, Transportation Research Part C: Emerging Technologies, 2016, 64: 133-147.

[5] Li, M.; Jia, Y.; Shen, Z.; He, F.*; Improving the electrification rate of the vehicle miles traveled in Beijing: A data-driven approach, Transportation Research Part A: Policy and Practice, 2017, 97(2017): 106-120.

[6] Zhang, K.^#; He, F.; Zhang, Z.^#; Lin, X.; Li, M.*; Graph Attention Temporal Convolutional Network for Traffic Speed Forecasting on Road Networks, Transportmetrica B: Transport Dynamics, 2020, 9(1).

[7] Chen, X.^#; Lin, X.; He, F.; Li, M.*; Modeling and control of automated vehicle access on dedicated bus rapid transit lanes, Transportation Research Part C: Emerging Technologies, 2020, 120.

[8] Tang, P.^#; He, F.; Lin, X.; Li, M.*; Online-to-offline Mobile Charging System for Electric Vehicles: Strategic Planning and Online Operation, Transportation Research Part D: Transport and Environment, 2020, 87.

[9] An, Y.^#; Li, M.; Lin, X.; He, F.*; Yang, H.; Space-time routing in dedicated automated vehicle zones, Transportation Research Part C: Emerging Technologies, 2020, 120.

[10] Li, H.^#; Li, M.; Lin, X.; He, F.*; Wang, Y.; A spatiotemporal approach for traffic data imputation with complicated missing patterns, Transportation Research Part C: Emerging Technologies, 2020, 119.

[11] Yin, S.; Chen, X.; Li, M.; Shi, Q.; Li, Z.*; Evaluation of Accident Induced Indirect Costs for Measuring Penalties on Violations of Laws, Transportation Research Record, 2012, 2317: 111-120.

[12] Luo, Z.; He, F.; Lin, X.; Wu, J.; Li, M.*; Joint deployment of charging stations and photovoltaic power plants for electric vehicles, Transportation Research Part D: Transport and Environment, 2020, 79.

[13] Tang, X.; Li, M.; Lin, X.; He, F.*; Online operations of automated electric taxi fleets: An advisor-student reinforcement learning framework, Transportation Research Part C: Emerging Technologies, 2020, 121.

[14] Zhang, K.^#; He, F.; Zhang, Z.^#; Lin, X.; Li, M.*; Multi-vehicle routing problems with soft time windows: A multi-agent reinforcement learning approach, Transportation Research Part C: Emerging Technologies, 2020, 121.

[15] Lin, X.; He, F.*; Li, M.; Liu, Y.; On the Existence of System Optimum–Inducing Tolling Functions for Transportation Networks, Transportation Science, 2020, 54: 1439-1731.

[16] Zhang, SC; Zhou, LX; Chen, XQ*; Zhang, L; Li, L; Li, M; Network-wide traffic speed forecasting: 3D convolutional neural network with ensemble empirical mode decomposition, Computer-aided civil and infrastructure engineering, 2020, 35(10): 1132-1147.

[17] Luan, S.; Li, M.; Li, X.; Ma, X.*; Effects of Built Environment on Bicycle Wrong Way Riding Behavior: A Datadriven Approach, Accident analysis and prevention, 2020, 144.

[18] Lin, R.; Xu, H.*; Li, M.; Zhang, Z.; Resource Allocation in Edge-Computing based Wireless Networks based on Differential Game and Feedback Control, CMC-COMPUTERS MATERIALS & CONTINUA, 2020, 64(2): 961-972.

[19] Song, M.; Wang, K.; Zhang, Y.*; Li, M.; Qi, H.; Impact Evaluation of Bike-Sharing on Bicycling Accessibility, Sustainability, 2020, 12.

[20] Li, M.*; Yin, Y.; Zhang, W.; Zhou, K.; Nakamura, H.; Modeling and Implementation of Adaptive Transit Signal Priority on Actuated Control Systems, Computer-Aided Civil and Infrastructure Engineering, 2011, 26(4): 270-284.

[21] Yang, Y.*; Li, M.; Yu, J.; He, F.; Expressway bottleneck pattern identification using traffic big data—The case of ring roads in Beijing, China, Journal of Intelligent Transportation Systems, 2020, 24(1): 54-67.

[22] Zhang, Z.^#; Li, M.; Lin, X.; Wang, Y.; He, F.*; Multistep speed prediction on traffic networks: A deep learning approach considering spatio-temporal dependencies , Transportation Research Part C: Emerging Technologies, 2019, 105: 297-322.

[23] Chen, X.; Yin, M.; Song, M.; Zhang, L.; Li, M.*; Social Welfare Maximization of Multimodal Transportation Theory, Metamodel, and Application to Tianjin Ecocity, China , Transportation Research Record, 2014, 2451(2451): 36-49.

[24] Li, H.; He, F.; Lin, X.; Wang, Y.; Li, M.*; Travel time reliability measure based on predictability using the Lempel-Ziv algorithm, Transportation Research Part C: Emerging Technologies, 2019, 101: 161-180.

[25] Yan, H.^#; He, F.; Lin, X.; Yu, J.; Li, M.*; Wang, Y.; Network-level multiband signal coordination scheme based on vehicle trajectory data , Transportation Research Part C: Emerging Technologies, 2019, 107: 266-286.

[26] Wang, Z.; Chen, X.; Ouyang, Y.; Li, M.*; Emission Mitigation via Longitudinal Control of Intelligent Vehicles in a Congested Platoon, Computer-Aided Civil and Infrastructure Engineering, 2015, (2015): 490-506.

[27] Wang, C.^#; He, F.; Lin, X.; Shen, Z.; Li, M.*; Designing locations and capacities for charging stations to support intercity travel of electric vehicles: An expanded network approach , Transportation Research Part C: Emerging Technologies, 2019, 102: 210-232.

[28] Li, M.; Chen, X.*; Ni, W.; An Extended Generalized Filter Algorithm for Urban Expressway Traffic Time Estimation based on Heterogeneous Data, Journal of Intelligent Transportation Systems, 2016, 20(5): 474-484.

[29] Chen, Z.; Lin, X.; Yin, Y.*; Li, M.; Path controlling of automated vehicles for system optimum on transportation networks with heterogeneous traffic stream, Transportation Research Part C: Emerging Technologies, 2019, 110: 213-329.

[30] He, F.; Yang, J.; Li, M.*; Vehicle scheduling under stochastic trip times: An approximate dynamic programming approach, Transportation Research Part C: Emerging Technologies, 2018, 96: 144-159.

[31] Lin, X.; Li, M.; He, F.*; Nonlinear pricing in linear cities with elastic demands, Transportation Research Part C: Emerging Technologies, 2018, 95: 616-635.

[32] Li, L.; Wang, S.; Li, M.*; Tan, J.; Comparison of travel mode choice between taxi and subway regarding traveling convenience, Tsinghua Science and Technology, 2018, 23(2): 135-144.

[33] Li, L.; Wang, S.; Li, M.; Tan, J.; Travel Mode Choice between Taxi and Subway : A Comparison Study on Traveling Convenience, Transportation Research Part A: Policy and Practice, 2016, 9. [48] Tan, J.; Yin, K.; Li, M.*; Guo, W.; Huang, Y.; Wang, L.; Signal Timing Estimation Using Mobile Navigation Data, Journal of Transportation Systems Engineering and Information, 2017, 17(2): 60-67.

[34] Li, M.; Lin, X.; Chen, X.*; A surrogate-based optimization algorithm for network design problems, Frontiers of Information Technology and Electronic Engineering, 2017, 18(11): 1693-1704.

[35] Tang, J.; Jiang, H.*; Li, Z.; Li, M.; Liu, F.; Wang, Y.; A Two-Layer Model for Taxi Customer Searching Behaviors Using GPS Trajectory Data, IEEE Transactions on Intelligent Transportation Systems, 2016, 17(11): 3318-3324.