MiaoHaoSunny / MT-ASTN
Code for Paper "Multi-task Adversarial Spatial-Temporal Networks for Crowd Flow Prediction"
☆20Updated 2 years ago
Related projects: ⓘ
- ☆46Updated 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
- The codes and data of paper "Curb-GAN: Conditional Urban Traffic Estimation through Spatio-Temporal Generative Adversarial Networks"☆31Updated 4 years ago
- Source codes of CIKM2022 Full Paper "Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Traffic Forecas…☆42Updated last year
- ☆36Updated 2 years ago
- ☆13Updated 3 years ago
- ☆17Updated last year
- code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"☆38Updated 3 years ago
- AAAIA2020-Accident Forecasting Experiments Setups☆40Updated 3 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
- The code of AAAI2021 paper of HGCN for Traffic Forecasting☆83Updated 2 years ago
- Source code of implementing spatial-temporal zero-inflated negative binomial network for trip demand prediction☆22Updated 2 years ago
- PyTorch implementaion of Spatial-Temporal Sequence to Sequence model.☆15Updated 3 years ago
- [ECMLPKDD21] Countrywide Origin-Destination Matrix Prediction and Its Application for COVID-19☆28Updated last year
- Attentive Traffic Flow Machines☆56Updated 3 years ago
- Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting☆63Updated 3 years ago
- The pytorch implementation of ST-GRAT: A Novel Spatio-temporal Graph Attention Network for Accurately Forecasting Dynamically Changing Ro…☆37Updated 3 years ago
- [CIKM'21] Spatio-Temporal-Categorical Graph Neural Networks for Fine-Grained Multi-Incident Co-Prediction☆13Updated 2 years ago
- Taxi Origin-Destination Demand Prediction☆54Updated 4 years ago
- code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"☆49Updated last year
- [AAAI'22] Event-Aware Multimodal Mobility Nowcasting☆12Updated 2 years ago
- ☆12Updated 2 years ago
- Code for Multi-graph convolutional network for short-term passenger flow forecasting in urban rail transit☆29Updated 4 years ago
- ☆69Updated last year
- Pytorch implementation of Spatoi-temporal Differential Equation Network (STDEN).☆30Updated 2 years ago
- ☆38Updated 2 years ago
- Repo for CrossTReS: Cross-city Transfer Learning for Traffic Prediction via Source Region Selection☆18Updated last year
- MetaST for WWW 2019☆51Updated 4 years ago
- Multi-sensor traffic flow forecasting.☆12Updated 2 years ago
- An end-to-end deep learning model for spatial-temporal prediction☆33Updated 2 years ago