DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting, which is accepted at ICML2022.
☆216Jun 25, 2026Updated last week
Alternatives and similar repositories for DSTAGNN
Users that are interested in DSTAGNN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for our VLDB'22 paper Decoupled Dynamic Spatial-Temporal Graph Neural Network for Traffic Forecasting.☆278Oct 16, 2023Updated 2 years ago
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆232Jan 26, 2021Updated 5 years ago
- [TKDD 2023] Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution☆332May 24, 2021Updated 5 years ago
- ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction☆204Dec 12, 2024Updated last year
- [IJCAI'2022] FOGS: First-Order Gradient Supervision with Learning-based Graph for Traffic Flow Forecasting☆27Aug 25, 2023Updated 2 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- AAAI 2020. Spatial-Temporal Synchronous Graph Convolutional Networks: A New Framework for Spatial-Temporal Network Data Forecasting☆458Feb 4, 2020Updated 6 years ago
- ☆73Nov 19, 2022Updated 3 years ago
- Attention Based Spatial-Temporal Graph Convolutional Networks for Traffic Flow Forecasting, AAAI 2019, pytorch version☆745Jul 13, 2021Updated 4 years ago
- Adaptive Graph Convolutional Recurrent Network☆440Feb 23, 2024Updated 2 years ago
- [AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.☆299Oct 13, 2023Updated 2 years ago
- This is a Pytorch implementation of ASTGNN. Now the corresponding paper is available online at https://ieeexplore.ieee.org/document/93460…☆262Jul 1, 2021Updated 5 years ago
- ☆50May 24, 2022Updated 4 years ago
- Implementation of Graph Muti-Attention Network with PyTorch☆175Nov 2, 2023Updated 2 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
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Code for our SIGKDD'22 paper Pre-training-Enhanced Spatial-Temporal Graph Neural Network For Multivariate Time Series Forecasting.☆429Dec 10, 2023Updated 2 years ago
- ☆41Nov 2, 2021Updated 4 years ago
- ☆13Aug 18, 2021Updated 4 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
- Spatial-Temporal Graph ODE Neural Network☆129Jan 18, 2022Updated 4 years ago
- graph wavenet☆805Mar 14, 2022Updated 4 years ago
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆80Sep 4, 2024Updated last year
- ☆67Jan 23, 2022Updated 4 years ago
- AGC-Net (Adaptive Graph Convolution Networks) is an advanced model designed to predict traffic flow. Dataset: METR-LA, PEMS-BAY☆12Sep 6, 2023Updated 2 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- ☆15Jun 8, 2021Updated 5 years ago
- GMAN: A Graph Multi-Attention Network for Traffic Prediction (GMAN, https://fanxlxmu.github.io/publication/aaai2020/) was accepted by AAA…☆533Apr 12, 2022Updated 4 years ago
- ☆40Mar 28, 2022Updated 4 years ago
- This is the repository for the collection of Graph Neural Network for Traffic Forecasting.☆1,211Aug 7, 2024Updated last year
- ☆934Jul 6, 2023Updated 2 years ago
- Diffusion Convolutional Recurrent Neural Network Implementation in PyTorch☆554Jul 17, 2024Updated last year
- [Pattern Recognition] Decomposition Dynamic Graph Conolutional Recurrent Network for Traffic Forecasting☆100Sep 2, 2025Updated 10 months ago
- This is an implementation of a traffic speed predicition model.☆10Oct 27, 2022Updated 3 years ago
- A pytorch re-implementation of STFGNN☆30Mar 8, 2023Updated 3 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks☆119Mar 18, 2025Updated last year
- Temporal Graph Convolutional Network for Urban Traffic Flow Prediction Method☆1,771Sep 1, 2025Updated 10 months ago
- Code release of paper "MICN: Multi-scale Local and Global Context Modeling for Long-term Series Forecasting" (ICLR 2023)☆129Feb 11, 2023Updated 3 years ago
- The pytorch code of DGCN(TITS)☆56Jul 18, 2022Updated 3 years ago
- ☆80Nov 26, 2023Updated 2 years ago
- traffic flow prediction☆26Sep 1, 2022Updated 3 years ago
- The appendix and core code of model CauSTG, for accepted paper in KDD 2023.☆12Jun 15, 2023Updated 3 years ago