A Multiscale Framework for Capturing Oscillation Dynamics of Autonomous Vehicles in Data-Driven Car-Following Models.
IEEE Trans. Intell. Transp. Syst., November, 2024
A Memory-augmented Conditional Neural Process model for traffic prediction.
Knowl. Based Syst., 2024
Memory-facilitated Joint-space Shift Adaptation in Traffic Forecasting.
Proceedings of the International Joint Conference on Neural Networks, 2024
Geo-fence planning for dockless bike-sharing systems: a GIS-based multi-criteria decision analysis framework.
Urban Inform., 2022
How did micro-mobility change in response to COVID-19 pandemic? A case study based on spatial-temporal-semantic analytics.
Comput. Environ. Urban Syst., 2021
Traffic4cast at NeurIPS 2022 – Predict Dynamics along Graph Edges from Sparse Node Data: Whole City Traffic and ETA from Stationary Vehicle Detectors.
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Proceedings of the NeurIPS 2022 Competition Track, 2021