Research output per year
Research output per year
Personal profile
Research interests
- Multi-modal Transportation Network Modelling
- Data-driven Modelling and Optimisation
- Machine Learning and Data Mining in Infrastructure Systems
- Transportation Operation and Management
- Dynamic Large-scale Network Simulation
- Urban Computing
- Smart Cities
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
Education/Academic qualification
Master of Science in Civil and Environmental Engineering, Carnegie Mellon University
Master of Science in Machine Learning, Carnegie Mellon University
Doctor of Philosophy in Civil and Environmental Engineering, Carnegie Mellon University
Bachelor of Engineering in Civil Engineering, Tsinghua University
Bachelor of Science in Pure and Applied Mathematics, Tsinghua University
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Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Research output
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Physics-informed deep learning for traffic state estimation based on the traffic flow model and computational graph method
Zhang, J., Mao, S., Yang, L., Ma, W., Li, S. & Gao, Z., Jan 2024, In: Information Fusion. 101, 101971.Research output: Journal article publication › Journal article › Academic research › peer-review
1 Citation (Scopus) -
Real-time estimation of multi-class path travel times using multi-source traffic data
Li, A., Lam, W. H. K., Ma, W., Wong, S. C., Chow, A. H. F. & Lam Tam, M., 1 Mar 2024, In: Expert Systems with Applications. 237, 121613.Research output: Journal article publication › Journal article › Academic research › peer-review
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Adversarial Diffusion Attacks on Graph-based Traffic Prediction Models
Zhu, L., Feng, K., Pu, Z. & Ma, W., 2023, (Accepted/In press) In: IEEE Internet of Things Journal. p. 1 1 p.Research output: Journal article publication › Journal article › Academic research › peer-review
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Destination-Aware Coordinated Ramp Metering for Preventing Off-Ramp Queue Spillover and Mainstream Congestion
Zhang, C., Ma, W., Zhao, J., Ma, C., Su, Y. & Yang, X., 2023, (Accepted/In press) In: IEEE Intelligent Transportation Systems Magazine. p. 2-24 23 p.Research output: Journal article publication › Journal article › Academic research › peer-review
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DisasterNet: Causal Bayesian Networks with Normalizing Flows for Cascading Hazards Estimation from Satellite Imagery
Li, X., Bürgi, P. M., Ma, W., Noh, H. Y., Wald, D. J. & Xu, S., 6 Aug 2023, KDD 2023 - Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 4391-4403 13 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review
Prizes
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Kikuchi-Karlaftis 2022 Best Paper Award
Hu, Zijian (Recipient), Lam, Hing Keung William (Recipient), Wong, S.C. (Recipient), Chow, Andy H F (Recipient) & Ma, Wei (Recipient), 12 Jan 2023
Prize: Prize (research)
File -
The 2021 Eastern Asia Society for Transportation Studies (EASTS) Best Paper Award for Methodological Development
Li, Ang (Recipient), Lam, Hing Keung William (Recipient), Tam, Mei Lam (Recipient), Zhong, Renxin (Recipient) & Ma, Wei (Recipient), Sept 2021
Prize: Prize (research)