hjf1997 / STGNPLinks
KDD'23 --- Graph Neural Processes for Spatio-Temporal Extrapolation
☆35Updated 2 years ago
Alternatives and similar repositories for STGNP
Users that are interested in STGNP are comparing it to the libraries listed below
Sorting:
- ☆124Updated 2 years ago
- ☆31Updated last year
- Spatial-Temporal Graph ODE Neural Network☆119Updated 3 years ago
- ☆27Updated last month
- Pytorch implementation of Spatoi-temporal Differential Equation Network (STDEN).☆39Updated 3 years ago
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆130Updated last year
- Official repository for the paper "Learning to Reconstruct Missing Data from Spatiotemporal Graphs with Sparse Observations" (NeurIPS 202…☆60Updated 2 years ago
- This is the official release code of AAAI2023 accepted paper: "Spatial temporal Neural Structural Causal Models for Bike Flow Prediction"☆37Updated 2 years ago
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆64Updated last year
- ☆90Updated last year
- ☆45Updated 3 years ago
- [CIKM 2023] MemDA: Forecasting Urban Time Series with Memory-based Drift Adaptation☆25Updated last year
- A diffusion-based framework for spatio-temporal point processes☆74Updated last year
- PyTorch implementation of CaST, NeurIPS-23.☆37Updated 4 months ago
- WWW23-Learning Social Meta-knowledge for Nowcasting Human Mobility in Disaster☆17Updated 2 years ago
- Code for DiffSTG☆77Updated last year
- Official repository for the paper "Scalable Spatiotemporal Graph Neural Networks" (AAAI 2023)☆50Updated 2 years ago
- [SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective☆62Updated 2 months ago
- [Pattern Recognition] Decomposition Dynamic Graph Conolutional Recurrent Network for Traffic Forecasting☆87Updated last month
- [TKDE 2024] Official Code of the paper "Disentangling Structured Components: Towards Adaptive, Interpretable and Scalable Time Series For…☆30Updated last year
- "Graph Neural Controlled Differential Equations for Traffic Forecasting", AAAI 2022☆160Updated last year
- [CIKM 2022] Source codes of CIKM2022 Full Paper "Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Tra…☆48Updated 2 years ago
- ☆15Updated 2 years ago
- [TKDE 2022] The official PyTorch implementation of the paper "Multivariate Time Series Forecasting with Dynamic Graph Neural ODEs".☆87Updated 2 years ago
- ☆25Updated 4 years ago
- Code accompanying our NeurIPS 2022 traffic4cast challenge☆79Updated 2 years ago
- This is an implementation of a traffic speed predicition model.☆10Updated 2 years ago
- Official repository for the paper "Graph-based Forecasting with Missing Data through Spatiotemporal Downsampling" (ICML 2024)☆14Updated 7 months ago
- ☆13Updated 2 months ago
- [WWW'2023] "AutoST: Automated Spatio-Temporal Graph Contrastive Learning"☆65Updated 2 years ago