hjf1997 / STGNP
KDD'23 --- Graph Neural Processes for Spatio-Temporal Extrapolation
☆32Updated last year
Alternatives and similar repositories for STGNP:
Users that are interested in STGNP are comparing it to the libraries listed below
- ☆15Updated last year
- A diffusion-based framework for spatio-temporal point processes☆65Updated 10 months ago
- [SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective☆25Updated last month
- This is the official release code of AAAI2023 accepted paper: "Spatial temporal Neural Structural Causal Models for Bike Flow Prediction"☆35Updated 2 years ago
- ☆42Updated 2 years ago
- Pytorch implementation of Spatoi-temporal Differential Equation Network (STDEN).☆36Updated 2 years ago
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆43Updated 4 months ago
- Spatial-Temporal Graph ODE Neural Network☆103Updated 3 years ago
- ☆21Updated last year
- Official repository for the paper "Scalable Spatiotemporal Graph Neural Networks" (AAAI 2023)☆45Updated last year
- ☆114Updated last year
- The official implementation of the ICLR 24 submission entitled "Spatio-Temporal Few-Shot Learning via Diffusive Neural Network Generation…☆45Updated 8 months ago
- [WWW'2023] "AutoST: Automated Spatio-Temporal Graph Contrastive Learning"☆60Updated last year
- ☆11Updated 4 months ago
- Official repository for the paper "Learning to Reconstruct Missing Data from Spatiotemporal Graphs with Sparse Observations" (NeurIPS 202…☆52Updated last year
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆108Updated last year
- ICLR'2024 (Spotlight)☆17Updated 7 months ago
- ☆26Updated 3 years ago
- PyTorch implementaion of Spatial-Temporal Sequence to Sequence model.☆15Updated 3 years ago
- Code for DiffSTG☆64Updated 10 months ago
- WWW23-Learning Social Meta-knowledge for Nowcasting Human Mobility in Disaster☆17Updated last year
- ☆79Updated last year
- This is an implementation of a traffic speed predicition model.☆10Updated 2 years ago
- ☆10Updated 2 months ago
- Uncertainty Quantification via Spatial-Temporal Tweedie Model for Zero-inflated and Long-tail Travel Demand Prediction☆16Updated last year
- Source code of implementing spatial-temporal zero-inflated negative binomial network for trip demand prediction☆25Updated 3 years ago
- ☆27Updated 7 months ago
- Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.☆64Updated 6 months ago
- The codes and data of paper "Curb-GAN: Conditional Urban Traffic Estimation through Spatio-Temporal Generative Adversarial Networks"☆32Updated 4 years ago
- ☆44Updated 2 years ago