TianyuFan0504 / awesome-spatio-temporal-graphLinks
This repository contains a list of papers on spatio-temporal graph, especially about GNNs on S-T graph.
☆16Updated 2 years ago
Alternatives and similar repositories for awesome-spatio-temporal-graph
Users that are interested in awesome-spatio-temporal-graph are comparing it to the libraries listed below
Sorting:
- ☆14Updated 2 years ago
- When Do Contrastive Learning Signals Help Spatio-Temporal Graph Forecasting? (SIGSPATIAL 2022)☆45Updated 2 years ago
- [WWW'2023] "AutoST: Automated Spatio-Temporal Graph Contrastive Learning"☆66Updated 2 years ago
- [ICML'2024] "FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic Prediction"☆86Updated last year
- Travel Time Prediction Based on Tensor Decomposition and Graph Embedding☆29Updated 4 years ago
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆65Updated last year
- [NeurIPS'2023] "GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks"☆84Updated last year
- [ICDE'2022] "Spatial-Temporal Hypergraph Self-Supervised Learning for Crime Prediction"☆40Updated 3 years ago
- ☆31Updated last year
- ☆48Updated 3 years ago
- [TKDE 2024] Official Code of the paper "Disentangling Structured Components: Towards Adaptive, Interpretable and Scalable Time Series For…☆31Updated last year
- This is the official release code of AAAI2023 accepted paper: "Spatial temporal Neural Structural Causal Models for Bike Flow Prediction"☆37Updated 2 years ago
- [ICML'2023] "GraphST: Spatial-Temporal Graph Learning with Adversarial Contrastive Adaptation"☆56Updated 9 months ago
- The appendix and core code of model CauSTG, for accepted paper in KDD 2023.☆11Updated 2 years ago
- KDD'23 --- Graph Neural Processes for Spatio-Temporal Extrapolation☆36Updated 2 years ago
- Spatial-Temporal Graph ODE Neural Network☆119Updated 3 years ago
- Awesome Time-Series and Spatio-Temporal Related☆102Updated 2 years ago
- ☆103Updated 2 years ago
- ☆17Updated 11 months ago
- Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.☆70Updated 3 months ago
- The official implementation of the ICLR 24 submission entitled "Spatio-Temporal Few-Shot Learning via Diffusive Neural Network Generation…☆58Updated last year
- ☆45Updated 3 years ago
- Source code of implementing spatial-temporal zero-inflated negative binomial network for trip demand prediction☆26Updated 3 years ago
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆130Updated last year
- Code for CIKM'23 "Cross-city Few-shot Traffic Forecasting via Traffic Pattern Bank"☆20Updated 2 years ago
- The official implementation of ChatTraffic.☆48Updated 9 months ago
- ☆25Updated 4 years ago
- Codes for RiskSeq-TKDE☆20Updated 4 years ago
- ☆49Updated 3 years ago
- Implementation for MSDR☆25Updated 3 years ago