Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.
☆87Jul 19, 2025Updated 11 months ago
Alternatives and similar repositories for STG4Traffic
Users that are interested in STG4Traffic are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- KDD'2025. This project aims to explore the application of hypergraph spatio-temporal learning and Large Language Models (LLMs) in traffi…☆36Dec 30, 2025Updated 6 months ago
- ☆12Oct 11, 2025Updated 8 months ago
- Code of “Dynamic Graph Convolutional Network with Attention Fusion for Traffic Flow Prediction”.☆22Apr 21, 2024Updated 2 years ago
- [TITS2025] Pattern-Matching Dynamic Memory Network for Dual-Mode Traffic Prediction☆40Sep 2, 2025Updated 10 months ago
- [TKDD 2023] Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution☆332May 24, 2021Updated 5 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- [IJCAI'24] Official code for our paper "Make Graph Neural Networks Great Again: A Generic Integration Paradigm of Topology-Free Patterns …☆15Jul 3, 2025Updated last year
- Here is the repository containing our code implementation of Spatio-Temporal Graph Transformer (STGormer).☆14Aug 25, 2024Updated last year
- Code for our VLDB'22 paper Decoupled Dynamic Spatial-Temporal Graph Neural Network for Traffic Forecasting.☆278Oct 16, 2023Updated 2 years ago
- This is the official release code of AAAI2023 accepted paper: "Causal Conditional Hidden Markov Model for Multimodal Traffic Prediction"☆12Nov 23, 2022Updated 3 years ago
- Official implementation of the paper "Spatial-Temporal Large Language Model for Traffic Prediction"☆163Dec 4, 2025Updated 7 months ago
- LargeST: A Benchmark Dataset for Large-Scale Traffic Forecasting (NeurIPS 2023)☆287Nov 1, 2023Updated 2 years ago
- [CIKM'23] Official code for our paper "Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting".☆237Nov 15, 2025Updated 7 months ago
- This is the repository for the collection of Graph Neural Network for Traffic Forecasting.☆1,211Aug 7, 2024Updated last year
- STGM: Spatio-Temporal Graph Mixformer for Traffic Forecasting☆101Oct 15, 2023Updated 2 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- ☆10Jun 17, 2023Updated 3 years ago
- Official Code of TESTAM: A Time-Enhanced Spatio-Temporal Attention Model with Mixture of Experts☆70Aug 13, 2024Updated last year
- ☆50May 24, 2022Updated 4 years ago
- ☆10Nov 7, 2024Updated last year
- [IJCAI-24] Spatial-Temporal-Decoupled Masked Pre-training for Spatiotemporal Forecasting☆258Mar 9, 2026Updated 3 months ago
- [CIKM 2023] This is the official source code of "TrendGCN: Enhancing the Robustness via Adversarial Learning and Joint Spatial-Temporal E…☆51Aug 11, 2023Updated 2 years ago
- [ICDE 2023] Dynamic hypergraph structure learning for traffic flow forecasting☆21Oct 14, 2022Updated 3 years ago
- ☆32Jun 4, 2024Updated 2 years ago
- Using to predict the highway traffic speed☆36Feb 4, 2026Updated 5 months ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Summary of open source code for deep learning models in the field of traffic prediction☆281Nov 17, 2022Updated 3 years ago
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆146Dec 23, 2023Updated 2 years ago
- Spatial-Temporal Graph ODE Neural Network☆129Jan 18, 2022Updated 4 years ago
- [Pattern Recognition] Decomposition Dynamic Graph Conolutional Recurrent Network for Traffic Forecasting☆100Sep 2, 2025Updated 10 months ago
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆80Sep 4, 2024Updated last year
- ☆40Feb 3, 2023Updated 3 years ago
- ☆80Feb 14, 2025Updated last year
- Code for Graph-level Anomaly Detection via Hierarchical Memory Networks (HimNet)☆18Oct 6, 2023Updated 2 years ago
- "Graph Neural Rough Differential Equations for Traffic Forecasting", ACM TIST☆14May 23, 2022Updated 4 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Useful resources for traffic prediction, including popular papers, datasets, tutorials, toolkits, and other helpful repositories.☆165Jun 1, 2026Updated last month
- ☆25Nov 26, 2024Updated last year
- ☆47May 27, 2022Updated 4 years ago
- DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting, which is accepted at ICML2022.☆216Jun 25, 2026Updated last week
- A Fair and Scalable Time Series Forecasting Benchmark and Toolkit.☆1,792Dec 23, 2025Updated 6 months ago
- ☆18May 9, 2025Updated last year
- ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction☆204Dec 12, 2024Updated last year