Dreamzz5 / STGformerLinks
☆29Updated last year
Alternatives and similar repositories for STGformer
Users that are interested in STGformer are comparing it to the libraries listed below
Sorting:
- [SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective☆72Updated 4 months ago
- [Pattern Recognition] Decomposition Dynamic Graph Conolutional Recurrent Network for Traffic Forecasting☆89Updated 2 months ago
- STGM: Spatio-Temporal Graph Mixformer for Traffic Forecasting☆102Updated 2 years ago
- [Neural Networks] RGDAN: A random graph diffusion attention network for traffic prediction☆40Updated 2 months ago
- Repository for ''Contextualizing MLP-Mixers Spatiotemporally for Urban Data Forecast at Scale''☆14Updated last year
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆67Updated last year
- Spatial–Temporal Dynamic Graph Convolutional Network With Interactive Learning for Traffic Forecasting☆77Updated 6 months ago
- The official implementation of ChatTraffic.☆50Updated 10 months ago
- [CIKM'23] Official code for our paper "Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting".☆207Updated last year
- Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.☆74Updated 4 months ago
- [CIKM 2023] MemDA: Forecasting Urban Time Series with Memory-based Drift Adaptation☆25Updated last year
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆132Updated last year
- Official Code of TESTAM: A Time-Enhanced Spatio-Temporal Attention Model with Mixture of Experts☆63Updated last year
- The code of AdpSTGCN: Adaptive Spatial Temporal Graph Convolutional Network for Traffic Forecasting☆15Updated last year
- An efficient spatial-temporal transformer with temporal aggregation and spatial memory for traffic forecasting☆28Updated 6 months ago
- PyTorch implementation of CaST, NeurIPS-23.☆39Updated 5 months ago
- [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks☆106Updated 8 months ago
- Spatial-Temporal Graph ODE Neural Network☆120Updated 3 years ago
- ☆27Updated last year
- [KDD 2024] "ImputeFormer: Low Rankness-Induced Transformers for Generalizable Spatiotemporal Imputation"☆48Updated 6 months ago
- ☆26Updated last year
- The offical code for 《A Time Series is Worth Five Experts: Heterogeneous Mixture of Experts for Traffic Flow Prediction》☆28Updated last year
- Awesome Time-Series and Spatio-Temporal Related☆106Updated 2 years ago
- LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting (NeurIPS 2023)☆243Updated 2 years ago
- Official implementation of the paper "Spatial-Temporal Large Language Model for Traffic Prediction"☆135Updated 4 months ago
- Spatio-Temporal Prediction Paper List☆249Updated 6 months ago
- [Neural Networks] PDG2Seq: Periodic Dynamic Graph to Sequence model for Traffic Flow Prediction☆21Updated 2 months ago
- "Graph Neural Controlled Differential Equations for Traffic Forecasting", AAAI 2022☆162Updated last year
- [ICDE 2023] Dynamic hypergraph structure learning for traffic flow forecasting☆21Updated 3 years ago
- The project for KDD24 paper 'Irregular Traffic Time Series Forecasting Based on Asynchronous Spatio-Temporal Graph Convolutional Networks…☆28Updated last year