Name：

Hao FU

Administrative Post：

Technical Post：

Professor

Degree：

Ph.D.

Mailing Address：

Beijing Jiaotong University, Haidian district, Beijing, China

Postcode：

100044

Office Phone：

Email：

haof1@bjtu.edu.cn

Beijing Jiaotong University, Beijing, China 

•   Professor, School of Systems Science                                                            2024.12 – present
•   Associate Professor, School of Systems Science                                             2023.06 – 2024.11
•   Associate Professor, School of Traffic and Transportation                                2023.03 – 2023.05

The Hong Kong Polytechnic University, Hong Kong, China 

•    Research Associate, Department of Civil and Environmental Engineering            2022.01 – 2022.12
•    Research Assistant,  Department of Civil and Environmental Engineering             2021.09 – 2022 .01 

The Hong Kong Polytechnic University, Hong Kong, China 

Ph.D., Civil and Environmental Engineering                              2017.09 – 2022.10

• Thesis Topic: Sensor Location Problem for Estimation of Origin-Destination Demands and Travel Times under Uncertainty
• Chief Supervisor: Chair Professor William H.K. Lam

University of Calgary, Canada

Visiting student., Civil and Environmental Engineering               2020.01 – 2020.04

Supervisor: Professor Lina Kattan

Jilin University, Jilin, China

B.Eng., Traffic Engineering                                                    2013.09 – 2017.06

• Intelligent transportation system (ITS) 
• Transport planning and traffic forecasting 
• Transportation optimization 
• Probabilistic network modeling 
• Multi-source data mining

Permanently looking for PhD students and research partners! 

(1) National Natural Science Foundation of China, 

    Optimization of traffic sensor locations with congestion analysis for multi-objective estimation,   2024.01 to 2026.12,    PI

(2) Natural Science Foundation of Beijing Jiaotong University, 

      Multi-type traffic sensor location optimization for traffic speed and flow estimation,                                 2023.05 to 2026.03,   PI

(3) National Natural Science Foundation of China, 

     Future Urban Transport Management,                                                                                   2023.01 to 2027.12, Participant

(4) Smart Traffic Fund from the Transport Department of the Hong Kong Special Administrative Region, China, 

     Network-wide Traffic Speed-Flow Estimator,                                                                         2022.01 to 2023.01, Participant

(5) Research Impact Fund from the Hong Kong Special Administrative Region, China, 

     Reliability-based Intelligent Transportation Systems in Urban Road Network with Uncertainty,      2019.06 to 2022.12, Participant

(6) Research Grants Council of the Hong Kong Special Administrative Region, China,      

     Optimization of different sensor locations for estimation of origin-destination traffic demand and travel times in road network 

     with uncertainty,                                                                                                                  2017.07 to 2020.12, Participant

Beijing Jiaotong University, Beijing, China

• Transport Network Equilibrium Theory, School of Systems Science

The Hong Kong Polytechnic University, Hong Kong, China 

Teaching Assistant

• TA for CSE514, Transport Management, Department of Civil and Environmental Engineering
• TA for CSE40407, Design of Transport Infrastructure, Department of Civil and Environmental Engineering
• TA for CSE563, Development of Transport Infrastructure, Department of Civil and Environmental Engineering

• [1] Fu, H., Lam, W.H., Ma, W., Shi Y.X., Jiang R., Sun H.J., Gao Z.Y. 2025. Modeling the residual queue and queue-dependent capacity in a static traffic assignment problem. Transportation Research Part B,  192, 103158. 

  [2] Shi Y.X., Lam, W.H., Fu, H.*, Ho, H.W., Tam M.L., Ma, W. 2025. Modeling instantaneous queuing effects in the traffic assignment problem with consideration of demand fluctuations in the modeling period. Transportation Research Part B, 197, 103248  

  [3] Zheng, Z.J., Wang, Z.L., Fu, H., Ma, W. 2025. Estimating erratic measurement errors in network-wide traffic flow via virtual balance sensors. Transportation Science, 0(0)

  [4] Liu S.J., Lam, W.H., Tam, M.L., Fu, H.*, Ho, H.W., Ma, W. 2024. Network-wide speed–flow estimation considering uncertain traffic conditions and sparse multi-type detectors: A KL divergence-based optimization approach. Transportation Research Part C, 169, 104858. 

  [5] Fu, H., Lam, W. H., Ho, H. W., Ma, W., Tam, M. L., Fu, J., & Zhang, Y. (2024). Multi-Type traffic sensor system design for multi-period network-wide speed-flow estimation with day-to-day uncertainties. Transportmetrica B: Transport Dynamics, 12(1), 2328146.

  [6] Yu, X., Ma, S., Zhu, N., Lam, W. H., & Fu, H., 2023. Ensuring the robustness of link flow observation systems in sensor failure events. Transportation Research Part B, 178, 102849. 
  

  [7] Fu, H., Lam, W. H., Ho, H. W., & Ma, W. (2023). Optimization of multi-type traffic sensor locations for network-wide link travel time estimation with consideration of their covariance. Transportmetrica B: Transport Dynamics, 11(1), 760-782.

  [8] Fu H., Lam W.H.K., Shao H., Ma W., Chen BY, Ho H.W., 2022. Optimization of multi-type sensor locations for simultaneous estimation of link travel times and origin-destination demands with covariance effects. Transportation Research Part B, 166, 19–47 

  [9] Fu, H., Lam, W. H., Shao, H., Kattan, L., & Salari, M. (2022). Optimization of multi-type traffic sensor locations for estimation of multi-period origin-destination demands with covariance effects. Transportation Research Part E: Logistics and Transportation Review, 157, 102555. 

  [10] Fu H., Lam W.H.K., Shao H., Xu XP, Lo HP, Chen BY, Sze NN, Sumalee A., 2019. Optimization of traffic count locations for estimation of travel demands with covariance between origin-destination flows. Transportation Research Part C, 108, 49–73. 

Conference Presentations (selected)

• Fu H., Lam WHK, Ma W., Ho H.W., Tam M.L. 2022. Optimization of multi-type sensor locations for network-wide speed-flow estimation in multiple periods under uncertainty. In: The Ninth International Conference on Transportation and Logistics (T-LOG), Incheon, Republic of Korea
• Fu H., Lam WHK, Lo HP, Shao H., 2021. Optimization of multi-type sensor locations for estimation of network-wide travel times with spatial and temporal covariance effects. In: The 25th International Conference of Hong Kong Society for Transportation Studies (HKSTS), Hong Kong, December 09-10 
• Fu H., Lam WHK, Shao H., 2021. Optimization of traffic sensor locations for stochastic link travel time estimation with use of multiple-source data. In: The 8th International Conference on Transport Network Reliability (INSTRS), Stockholm, June 24-26
• Fu H., Lam WHK, Shao H., Sumalee A., 2020. Optimization of Multi-type Sensor Locations for Simultaneous Estimation of Link Travel Time and Origin-Destination Demand. In: The Transportation Research Board (TRB) 99th Annual Meeting, Washington, D.C., January 13-17 
• Fu H., Lam WHK, Shao H., Sumalee A., 2019. Optimization of Multi-type Sensor Locations for Simultaneous Estimation of Link Travel Time and Origin-Destination Demand. In: The 13th International Conference of the Eastern Asia Society for Transportation Studies (EASTS), Sri Lanka, September 9-11 
• Fu H., Lam WHK, Lo HP, Shao H., 2018. Optimization of Traffic Count Locations for Estimation of Stochastic Origin Destination Demands with Random Link Choice Proportions. In: The 23rd International Conference of Hong Kong Society for Transportation Studies (HKSTS), Hong Kong, December 08-10 

Conference Session Chair

• The 26th International Conference of Hong Kong Society for Transportation Studies (HKSTS)

• 2025 POMS International Conference in China

Referee

• Transportation Research Part B/Part C/Part D/Part E
• Transportmetrica A/B
• IEEE TITS/TCE/TEM
• International Symposium on Transportation and Traffic Theory (ISTTT)
  
• Transportation Research Record (TRB) and the TRB Annual Meeting
• International Conference of Hong Kong Society for Transportation Studies (HKSTS)
• etc