This project is a collection of recent research in areas such as new infrastructure and urban computing, including white papers, academic papers, AI lab and dataset etc.
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Updated
Jul 27, 2023 - Jupyter Notebook
This project is a collection of recent research in areas such as new infrastructure and urban computing, including white papers, academic papers, AI lab and dataset etc.
The Tombolo Digital Connector enables users to combine different sources of data in a transparent and reproducible way.
[KDD'2024] "UrbanGPT: Spatio-Temporal Large Language Models"
A collection of research on spatio-temporal data mining
Semi-Supervised Hierarchical Recurrent Graph Neural Network for City-Wide Parking Availability Prediction
"OpenCity: Open Spatio-Temporal Foundation Models for Traffic Prediction"
[WWW'2023] "AutoST: Automated Spatio-Temporal Graph Contrastive Learning"
A professional list on Multi-modal Data Fusion Models and Key Datasets for Urban Computing.
Source codes of CIKM2022 Full Paper "Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Traffic Forecasting across Cities"
[NeurIPS'2023] "GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks"
[ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks
This repository contains source code implementation of projects for NTU's MSAI course AI6128 on Urban Computing (2020 Sem 1).
[ICML'2023] "GraphST: Spatial-Temporal Graph Learning with Adversarial Contrastive Adaptation"
[ICML'2024] "FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic Prediction"
Urban Computing Foundation Charter
Repository for ''Contextualizing MLP-Mixers Spatiotemporally for Urban Data Forecast at Scale''
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