LMissher / STWaveLinks
[ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks
☆101Updated 6 months ago
Alternatives and similar repositories for STWave
Users that are interested in STWave are comparing it to the libraries listed below
Sorting:
- Spatial–Temporal Dynamic Graph Convolutional Network With Interactive Learning for Traffic Forecasting☆72Updated 4 months ago
- Dual Dynamic Spatial-Temporal Graph Convolution Network for Traffic Prediction☆49Updated 2 years ago
- [CIKM'23] Official code for our paper "Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting".☆198Updated last year
- [Pattern Recognition] Decomposition Dynamic Graph Conolutional Recurrent Network for Traffic Forecasting☆88Updated last month
- ☆26Updated 2 years ago
- My personal PyTorch framework for multivariate time series forecasting.☆97Updated 7 months ago
- [SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective☆59Updated 2 months ago
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆131Updated last year
- Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.☆70Updated 2 months ago
- [Neural Networks] RGDAN: A random graph diffusion attention network for traffic prediction☆40Updated last month
- [Neural Networks] PDG2Seq: Periodic Dynamic Graph to Sequence model for Traffic Flow Prediction☆18Updated last month
- An efficient spatial-temporal transformer with temporal aggregation and spatial memory for traffic forecasting☆27Updated 5 months ago
- DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting, which is accepted at ICML2022.☆180Updated 3 years ago
- A correlation information-based spatiotemporal network for traffic flow forecasting☆28Updated last year
- ☆10Updated 2 years ago
- A pytorch re-implementation of STFGNN☆29Updated 2 years ago
- ☆14Updated 3 years ago
- Code of “Dynamic Graph Convolutional Network with Attention Fusion for Traffic Flow Prediction”.☆19Updated last year
- ☆39Updated 2 years ago
- ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction☆190Updated 9 months ago
- ☆49Updated 3 years ago
- [IJCAI-24] Spatial-Temporal-Decoupled Masked Pre-training for Spatiotemporal Forecasting☆231Updated 4 months ago
- Spatial-Temporal Graph ODE Neural Network☆118Updated 3 years ago
- The code of AdpSTGCN: Adaptive Spatial Temporal Graph Convolutional Network for Traffic Forecasting☆14Updated last year
- [IJCAI'24] Official code for our paper "Make Graph Neural Networks Great Again: A Generic Integration Paradigm of Topology-Free Patterns …☆14Updated 3 months ago
- ☆26Updated last year
- ☆66Updated 3 years ago
- ☆43Updated 3 years ago
- ☆26Updated last year
- The code for Biased Temporal Convolution Graph Network for Time Series Forecasting with Missing Values.☆28Updated last year