LiuAoyu1998 / STAMT
An efficient spatial-temporal transformer with temporal aggregation and spatial memory for traffic forecasting
☆22Updated 11 months ago
Alternatives and similar repositories for STAMT:
Users that are interested in STAMT are comparing it to the libraries listed below
- [Neural Networks] PDG2Seq: Periodic Dynamic Graph to Sequence model for Traffic Flow Prediction☆13Updated last month
- The repo is the official implementation for the paper: [MGCN: Mamba-Integrated Spatiotemporal Graph Convolutional Network for Long-Term T…☆13Updated 3 weeks ago
- ☆26Updated last year
- [SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective☆34Updated 3 months ago
- [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks☆86Updated 3 weeks ago
- Spatial–Temporal Dynamic Graph Convolutional Network With Interactive Learning for Traffic Forecasting☆58Updated 5 months ago
- Pattern-Matching Dynamic Memory Network for Dual-Mode Traffic Prediction☆16Updated this week
- ☆20Updated 10 months ago
- ☆19Updated 3 years ago
- Dual Dynamic Spatial-Temporal Graph Convolution Network for Traffic Prediction☆44Updated 2 years ago
- [Neural Networks] RGDAN: A random graph diffusion attention network for traffic prediction☆32Updated 4 months ago
- This is the official code release of the following paper: Yicheng Zhou et al., Make Graph Neural Networks Great Again: A Generic Integrat…☆10Updated 7 months ago
- Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.☆66Updated 9 months ago
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆49Updated 7 months ago
- Display of data sets and core code in STCGCN☆22Updated 2 years ago
- Code of “Dynamic Graph Convolutional Network with Attention Fusion for Traffic Flow Prediction”.☆16Updated 11 months ago
- [ICDE 2023] Dynamic hypergraph structure learning for traffic flow forecasting☆15Updated 2 years ago
- A correlation information-based spatiotemporal network for traffic flow forecasting☆29Updated last year
- ☆14Updated last year
- ☆19Updated last year
- A pytorch re-implementation of STFGNN☆27Updated 2 years ago
- ☆14Updated 2 years ago
- ☆10Updated last year
- ☆38Updated 2 years ago
- ☆10Updated 5 months ago
- [IJCAI 2024] This it the official github for IJCAI24 paper "Multi-Modality Spatio-Temporal Forecasting via Self-Supervised Learning"☆11Updated 6 months ago
- The offical code for 《A Time Series is Worth Five Experts: Heterogeneous Mixture of Experts for Traffic Flow Prediction》☆21Updated 6 months ago
- PyTorch implementation of CaST, NeurIPS-23.☆30Updated 4 months ago
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆113Updated last year
- The code for Biased Temporal Convolution Graph Network for Time Series Forecasting with Missing Values.☆24Updated 7 months ago