HKUDS / GPT-STLinks
[NeurIPS'2023] "GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks"
☆79Updated last year
Alternatives and similar repositories for GPT-ST
Users that are interested in GPT-ST are comparing it to the libraries listed below
Sorting:
- [WWW'2023] "AutoST: Automated Spatio-Temporal Graph Contrastive Learning"☆65Updated 2 years ago
- [ICML'2024] "FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic Prediction"☆80Updated 11 months ago
- [ICML'2023] "GraphST: Spatial-Temporal Graph Learning with Adversarial Contrastive Adaptation"☆54Updated 7 months ago
- [CIKM'2023] "STExplainer: Explainable Spatio-Temporal Graph Neural Networks"☆50Updated last year
- [ICDE 2023] Dynamic hypergraph structure learning for traffic flow forecasting☆17Updated 2 years ago
- Open-source code of TransGTR.☆12Updated last year
- Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.☆70Updated 3 weeks ago
- The code of Dynamic Graph Learning Based on Hierarchical Memory for Origin-Destination Demand Prediction☆14Updated 3 years ago
- [ICDE'2022] "Spatial-Temporal Hypergraph Self-Supervised Learning for Crime Prediction"☆38Updated 2 years ago
- [CIKM'2023] "CL4ST: Spatio-Temporal Meta Contrastive Learning"☆22Updated last year
- "OpenCity: Open Spatio-Temporal Foundation Models for Traffic Prediction"☆118Updated 11 months ago
- [SIGSPATIAL 2023] Revisiting Mobility Modeling with Graph: A Graph Transformer Model for Next Point-of-Interest Recommendation☆22Updated last year
- [CIKM'2024] "EasyST: A Simple Framework for Spatio-Temporal Prediction"☆18Updated 10 months ago
- Spatial-Temporal Graph ODE Neural Network☆114Updated 3 years ago
- When Do Contrastive Learning Signals Help Spatio-Temporal Graph Forecasting? (SIGSPATIAL 2022)☆43Updated 2 years ago
- WWW23-Learning Social Meta-knowledge for Nowcasting Human Mobility in Disaster☆17Updated 2 years ago
- ☆45Updated 2 years ago
- The official implementation of ChatTraffic.☆47Updated 6 months ago
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆125Updated last year
- ☆48Updated 3 years ago
- Official PyTorch implementation for our SIGIR'24 paper Disentangled Contrastive Hypergraph Learning for Next POI Recommendation☆25Updated 11 months ago
- [ICDE2023] A PyTorch implementation of Self-supervised Trajectory Representation Learning with Temporal Regularities and Travel Semantics…☆86Updated last year
- Summary of Spatio-Temporal Representation Learning Models.☆74Updated 2 years ago
- The pytorch implementation of DisenPOI.☆19Updated last year
- The appendix and core code of model CauSTG, for accepted paper in KDD 2023.☆10Updated 2 years ago
- UUKG: Unified Urban Knowledge Graph Dataset for Knowledge-Enhanced Urban Spatiotemporal Prediction☆104Updated 3 months ago
- Large Language Models as Human Mobility Predictors☆53Updated 9 months ago
- [SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective☆50Updated 2 weeks ago
- ☆47Updated 7 months ago
- ☆23Updated 9 months ago