Graph-Machine-Learning-Group / sgp
Official repository for the paper "Scalable Spatiotemporal Graph Neural Networks" (AAAI 2023)
☆46Updated last year
Alternatives and similar repositories for sgp:
Users that are interested in sgp are comparing it to the libraries listed below
- [TKDE 2022] The official PyTorch implementation of the paper "Multivariate Time Series Forecasting with Dynamic Graph Neural ODEs".☆81Updated 2 years ago
- Spatial-Temporal Graph ODE Neural Network☆109Updated 3 years ago
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆50Updated 7 months ago
- Official repository for the paper "Taming Local Effects in Graph-based Spatiotemporal Forecasting" (NeurIPS 2023)☆20Updated 3 weeks ago
- Official repository for the paper "Learning to Reconstruct Missing Data from Spatiotemporal Graphs with Sparse Observations" (NeurIPS 202…☆56Updated last year
- ☆19Updated 2 years ago
- ☆14Updated last year
- ☆39Updated 3 years ago
- Official reference implementation of our paper "Temporal Graph ODEs for Irregularly-Sampled Time Series" accepted at IJCAI 24☆19Updated last week
- ☆28Updated 10 months ago
- Official repository for the paper "Graph-based Forecasting with Missing Data through Spatiotemporal Downsampling" (ICML 2024)☆11Updated last month
- This is the official release code of AAAI2023 accepted paper: "Spatial temporal Neural Structural Causal Models for Bike Flow Prediction"☆36Updated 2 years ago
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆114Updated last year
- ☆47Updated 2 years ago
- The official implementation of SDGL☆32Updated 8 months ago
- [WWW'2023] "AutoST: Automated Spatio-Temporal Graph Contrastive Learning"☆65Updated last year
- ☆43Updated 2 years ago
- ☆17Updated 3 years ago
- Official repository for the paper "Filling the G_ap_s: Multivariate Time Series Imputation by Graph Neural Networks" (ICLR 2022)☆163Updated 2 years ago
- [SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective☆36Updated 4 months ago
- [ICDE 2023] Dynamic hypergraph structure learning for traffic flow forecasting☆15Updated 2 years ago
- ☆44Updated 2 years ago
- ☆99Updated last year
- Spatial–Temporal Dynamic Graph Convolutional Network With Interactive Learning for Traffic Forecasting☆60Updated 5 months ago
- The pytorch implementation of ST-GRAT: A Novel Spatio-temporal Graph Attention Network for Accurately Forecasting Dynamically Changing Ro…☆42Updated 3 years ago
- Official repository for the paper "Graph-based Time Series Clustering for End-to-End Hierarchical Forecasting" (ICML 2024)☆13Updated 8 months ago
- Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.☆69Updated 9 months ago
- ☆72Updated 2 years ago
- ☆83Updated last year
- Graph Echo State Networks for Pytorch☆21Updated last year