KDD'23 --- Graph Neural Processes for Spatio-Temporal Extrapolation
☆36May 29, 2023Updated 2 years ago
Alternatives and similar repositories for STGNP
Users that are interested in STGNP are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A professional list of Papers on AI for Spatial Interpolation in AI conferences and journals.☆17Jul 29, 2024Updated last year
- Official code for the paper 'Spatial-temporal Forecasting for Regions without Observations'☆13Nov 9, 2025Updated 4 months ago
- SATCN for Kriging☆16Jun 8, 2022Updated 3 years ago
- A basic repo for integrating Remote Sensing Foundation Models☆67Updated this week
- ☆14Sep 14, 2021Updated 4 years ago
- LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting (NeurIPS 2023)☆275Nov 1, 2023Updated 2 years ago
- ☆15Aug 21, 2023Updated 2 years ago
- A Multi-graph Multi-head Adaptive Temporal Graph Convolutional Network☆11May 21, 2023Updated 2 years ago
- ☆10Jan 4, 2026Updated 2 months ago
- The appendix and core code of model CauSTG, for accepted paper in KDD 2023.☆12Jun 15, 2023Updated 2 years ago
- ☆12Nov 7, 2019Updated 6 years ago
- PyTorch implementation of CaST, NeurIPS-23.☆41Jun 5, 2025Updated 9 months ago
- When Do Contrastive Learning Signals Help Spatio-Temporal Graph Forecasting? (SIGSPATIAL 2022)☆43Nov 16, 2022Updated 3 years ago
- This is an official implementation of "DeformableTST: Transformer for Time Series Forecasting without Over-reliance on Patching" (NeurIPS…☆22Oct 30, 2024Updated last year
- INCREASE: Inductive Graph Representation Learning for Spatio-Temporal Kriging☆18Apr 6, 2023Updated 2 years ago
- Empower Traffic Simulation via Foundation Model☆23Oct 9, 2023Updated 2 years ago
- [NeurIPS 2024] Terra: A Multimodal Spatio-Temporal Dataset Spanning the Earth☆79Nov 9, 2025Updated 4 months ago
- add codes☆20Aug 22, 2021Updated 4 years ago
- The link of DGNN's model and some datasets☆25Apr 2, 2025Updated 11 months ago
- ☆23Apr 13, 2023Updated 2 years ago
- Official implementations of "Addressing Spatial-Temporal Heterogeneity: General Mixed Time Series Analysis via Latent Continuity Recovery…☆24Jul 6, 2025Updated 8 months ago
- Code for our SIGKDD'25 paper Merlin: Multi-View Representation Learning for Robust Multivariate Time Series Forecasting with Unfixed Miss…☆19Jun 17, 2025Updated 9 months ago
- The Pytorch implementation for "Topology-aware Robust Optimization for Out-of-Distribution Generalization" (ICLR 2023)☆29Apr 3, 2025Updated 11 months ago
- ☆29May 16, 2023Updated 2 years ago
- This is an implementation of a traffic speed predicition model.☆10Oct 27, 2022Updated 3 years ago
- 多变量时序预测transformer☆17Sep 13, 2022Updated 3 years ago
- PyTorch implementation of AirFormer, AAAI-23☆161Dec 29, 2022Updated 3 years ago
- Pytorch implementation of Spatoi-temporal Differential Equation Network (STDEN).☆42Sep 4, 2022Updated 3 years ago
- Official repository for the paper "Graph-based Forecasting with Missing Data through Spatiotemporal Downsampling" (ICML 2024)☆16Mar 3, 2025Updated last year
- Codes for RiskSeq-TKDE☆21Nov 19, 2020Updated 5 years ago
- ☆10Mar 10, 2022Updated 4 years ago
- This repo is for CaesarNeRF: Calibrated Semantic Representation for Few-Shot Generalizable Neural Rendering.☆14Mar 6, 2024Updated 2 years ago
- ☆25Sep 10, 2025Updated 6 months ago
- ☆12Nov 27, 2020Updated 5 years ago
- ☆126Jun 8, 2023Updated 2 years ago
- Official PyTorch implementation of SynergyNeRF: "Synergistic Integration of Coordinate Network and Tensorial Feature for Improving NeRFs …☆10Sep 23, 2024Updated last year
- Code of CIKM'22 paper Jointly Contrastive Learning on Road Network and Trajectory☆38Sep 25, 2024Updated last year
- ☆91Oct 27, 2023Updated 2 years ago
- Optimal forecast reconciliation with time series selection☆11Oct 23, 2024Updated last year