MiaoHaoSunny / ST-DAAN
Code for paper "Spatio-Temporal Knowledge Transfer for Urban Crowd Flow Prediction via Deep Attentive Adaptation Networks"
☆12Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for ST-DAAN
- Dual Dynamic Spatial-Temporal Graph Convolution Network for Traffic Prediction☆41Updated last year
- ☆49Updated 2 years ago
- ☆70Updated 2 years ago
- Repo for CrossTReS: Cross-city Transfer Learning for Traffic Prediction via Source Region Selection☆17Updated last year
- [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks☆74Updated 7 months ago
- Code for Multi-graph convolutional network for short-term passenger flow forecasting in urban rail transit☆30Updated 4 years ago
- The pytorch implementation of ST-GRAT: A Novel Spatio-temporal Graph Attention Network for Accurately Forecasting Dynamically Changing Ro…☆41Updated 3 years ago
- a pytorch version implement of paper "Flow Prediction in Spatio-Temporal Networks Based on Multitask Deep Learning"☆13Updated 2 years ago
- The pytorch code of DGCN(TITS)☆52Updated 2 years ago
- This is a Pytorch implementation of Traffic Transformer. Now the corresponding paper is available online at☆25Updated last year
- ☆40Updated 2 years ago
- code for "Physical-Virtual Collaboration Graph Network for Station-Level Metro Ridership Prediction"☆40Updated 3 years ago
- Spatial-Temporal Graph ODE Neural Network☆95Updated 2 years ago
- [CIKM 2022] Source codes of CIKM2022 Full Paper "Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Tra…☆43Updated last year
- Pytorch implementation of Spatoi-temporal Differential Equation Network (STDEN).☆35Updated 2 years ago
- Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.☆59Updated 4 months ago
- ☆13Updated 6 years ago
- This is an implementation of a traffic speed predicition model.☆10Updated 2 years ago
- Code for Paper "Multi-task Adversarial Spatial-Temporal Networks for Crowd Flow Prediction"☆20Updated 2 years ago
- The codes and data of paper "Matrix Factorization for Spatio-Temporal Neural Networks with Applications to Urban Flow Prediction"☆25Updated last year
- ☆13Updated 9 months ago
- The data of paper "Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction".☆28Updated 10 months ago
- ☆43Updated 2 years ago
- ☆39Updated 2 years ago
- Dynamic frequency domain graph convolution for traffic prediction☆12Updated 3 months ago
- 本仓库包含：时空数据处理、预测领域的相关论文；相关数据集；专家学者信息☆14Updated 3 years ago
- INCREASE: Inductive Graph Representation Learning for Spatio-Temporal Kriging☆13Updated last year
- PyTorch implementaion of Spatial-Temporal Sequence to Sequence model.☆15Updated 3 years ago
- Multi-sensor traffic flow forecasting.☆12Updated 2 years ago
- ☆17Updated last year