Evens1sen / Deep-NYC-Taxi-Bike
The repo for the ITSC 2022 paper "Forecasting Regional Multimodal Transportation Demand with Graph Neural Networks: An Open Dataset"
☆18Updated last year
Related projects: ⓘ
- [ECMLPKDD21] Countrywide Origin-Destination Matrix Prediction and Its Application for COVID-19☆28Updated last year
- Source code of implementing spatial-temporal zero-inflated negative binomial network for trip demand prediction☆22Updated 2 years ago
- [ICDE'20] Predicting Origin-Destination Flow via Multi-Perspective Graph Convolutional Network (Pytorch Replication)☆16Updated 3 years ago
- ☆13Updated 10 months ago
- Source codes of CIKM2022 Full Paper "Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Traffic Forecas…☆42Updated last year
- Code for Multi-graph convolutional network for short-term passenger flow forecasting in urban rail transit☆29Updated 4 years ago
- The codes and data of paper "Curb-GAN: Conditional Urban Traffic Estimation through Spatio-Temporal Generative Adversarial Networks"☆31Updated 4 years ago
- Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting☆63Updated 3 years ago
- Multi-sensor traffic flow forecasting.☆12Updated 2 years ago
- This is the official release code of AAAI2023 accepted paper: "Spatial temporal Neural Structural Causal Models for Bike Flow Prediction"☆32Updated last year
- ☆21Updated last week
- Code for Paper "Multi-task Adversarial Spatial-Temporal Networks for Crowd Flow Prediction"☆20Updated 2 years ago
- ☆13Updated 6 months ago
- Repo for CrossTReS: Cross-city Transfer Learning for Traffic Prediction via Source Region Selection☆18Updated last year
- Dual Dynamic Spatial-Temporal Graph Convolution Network for Traffic Prediction☆39Updated last year
- [AAAI'22] Event-Aware Multimodal Mobility Nowcasting☆12Updated 2 years ago
- ☆46Updated 2 years ago
- When Will We Arrive? A Novel Multi-Task Spatio-Temporal Attention Network Based on Individual Preference for Estimating Travel Time☆27Updated last year
- Traffic Flow Prediction with Vehicle Trajectories☆59Updated 3 years ago
- The code of Dynamic Graph Learning Based on Hierarchical Memory for Origin-Destination Demand Prediction☆13Updated 2 years ago
- ☆41Updated 2 years ago
- Papers on Spatial-Temporal Graph Neural Networks☆25Updated 2 years ago
- Official implementation of "Towards Generative Modeling of Urban Flow through Knowledge-enhanced Denoising Diffusion"(SIGSPATIAL'23)☆17Updated 7 months ago
- [TKDE 2021 Paper] DeepCrowd: A Deep Model for Large-Scale Citywide Crowd Density and Flow Prediction☆14Updated 8 months ago
- Automated Dilated Spatio-Temporal Synchronous Graph Modeling for Traffic Prediction☆18Updated last year
- ☆53Updated 2 years ago
- An end-to-end deep learning model for spatial-temporal prediction☆33Updated 2 years ago
- Spatial-Temporal Graph ODE Neural Network☆90Updated 2 years ago
- ☆16Updated 2 years ago
- The codes and data of paper "Matrix Factorization for Spatio-Temporal Neural Networks with Applications to Urban Flow Prediction"☆23Updated last year