HKUDS / GPT-ST
[NeurIPS'2023] "GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks"
☆78Updated 10 months ago
Alternatives and similar repositories for GPT-ST:
Users that are interested in GPT-ST are comparing it to the libraries listed below
- [WWW'2023] "AutoST: Automated Spatio-Temporal Graph Contrastive Learning"☆65Updated last year
- [ICML'2024] "FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic Prediction"☆74Updated 8 months ago
- [ICML'2023] "GraphST: Spatial-Temporal Graph Learning with Adversarial Contrastive Adaptation"☆54Updated 4 months ago
- [CIKM'2023] "STExplainer: Explainable Spatio-Temporal Graph Neural Networks"☆45Updated 10 months ago
- [ICDE 2023] Dynamic hypergraph structure learning for traffic flow forecasting☆15Updated 2 years ago
- ☆23Updated 2 years ago
- [ICDE'2022] "Spatial-Temporal Hypergraph Self-Supervised Learning for Crime Prediction"☆35Updated 2 years ago
- [CIKM'2023] "CL4ST: Spatio-Temporal Meta Contrastive Learning"☆21Updated 10 months ago
- ☆44Updated 2 years ago
- UUKG: Unified Urban Knowledge Graph Dataset for Knowledge-Enhanced Urban Spatiotemporal Prediction☆98Updated last week
- Spatial-Temporal Graph ODE Neural Network☆109Updated 3 years ago
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆115Updated last year
- Large Language Models as Human Mobility Predictors☆50Updated 5 months ago
- "OpenCity: Open Spatio-Temporal Foundation Models for Traffic Prediction"☆108Updated 8 months ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆79Updated last year
- Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.☆69Updated 9 months ago
- Official implementation of the paper "Spatial-Temporal Large Language Model for Traffic Prediction"☆85Updated 2 months ago
- When Do Contrastive Learning Signals Help Spatio-Temporal Graph Forecasting? (SIGSPATIAL 2022)☆42Updated 2 years ago
- The official implementation of ChatTraffic.☆41Updated 3 months ago
- The code of Dynamic Graph Learning Based on Hierarchical Memory for Origin-Destination Demand Prediction☆14Updated 3 years ago
- Open-source code of TransGTR.☆11Updated last year
- [SIGSPATIAL 2023] Revisiting Mobility Modeling with Graph: A Graph Transformer Model for Next Point-of-Interest Recommendation☆22Updated 11 months ago
- ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction☆177Updated 4 months ago
- ☆41Updated 4 months ago
- WWW23-Learning Social Meta-knowledge for Nowcasting Human Mobility in Disaster☆17Updated 2 years ago
- ☆47Updated 2 years ago
- Summary of Spatio-Temporal Representation Learning Models.☆72Updated 2 years ago
- code for paper Multi-View Joint Graph Representation Learning for Urban Region Embedding. (to be updated)☆33Updated 3 years ago
- The pytorch implementation of DisenPOI.☆18Updated last year
- ☆49Updated 2 years ago