Spatial–Temporal Dynamic Graph Convolutional Network With Interactive Learning for Traffic Forecasting
☆93May 13, 2025Updated 10 months ago
Alternatives and similar repositories for STIDGCN
Users that are interested in STIDGCN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- [TITS2025] Pattern-Matching Dynamic Memory Network for Dual-Mode Traffic Prediction☆33Sep 2, 2025Updated 6 months ago
- [Neural Networks] PDG2Seq: Periodic Dynamic Graph to Sequence model for Traffic Flow Prediction☆25Sep 2, 2025Updated 6 months ago
- An efficient spatial-temporal transformer with temporal aggregation and spatial memory for traffic forecasting☆29Apr 27, 2025Updated 11 months ago
- source codes of TASSGN☆12Mar 11, 2024Updated 2 years ago
- ☆15May 9, 2025Updated 10 months ago
- NordVPN Special Discount Offer • AdSave on top-rated NordVPN 1 or 2-year plans with secure browsing, privacy protection, and support for for all major platforms.
- ☆11Dec 22, 2024Updated last year
- Display of data sets and core code in STCGCN☆29Nov 16, 2022Updated 3 years ago
- ☆19Aug 20, 2023Updated 2 years ago
- ☆11Apr 10, 2025Updated 11 months ago
- ☆13Mar 12, 2025Updated last year
- [Pattern Recognition] Decomposition Dynamic Graph Conolutional Recurrent Network for Traffic Forecasting☆98Sep 2, 2025Updated 6 months ago
- Dual Dynamic Spatial-Temporal Graph Convolution Network for Traffic Prediction☆49Apr 7, 2023Updated 2 years ago
- Code of H-STFormer with PyTorch2.0.☆10Nov 27, 2023Updated 2 years ago
- [IJCAI'24] Official code for our paper "Make Graph Neural Networks Great Again: A Generic Integration Paradigm of Topology-Free Patterns …☆14Jul 3, 2025Updated 8 months ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- [AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.☆289Oct 13, 2023Updated 2 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
- This is a Pytorch implementation of ASTGNN. Now the corresponding paper is available online at https://ieeexplore.ieee.org/document/93460…☆258Jul 1, 2021Updated 4 years ago
- A correlation information-based spatiotemporal network for traffic flow forecasting☆28Feb 23, 2024Updated 2 years ago
- [CIKM 2023] This is the official source code of "TrendGCN: Enhancing the Robustness via Adversarial Learning and Joint Spatial-Temporal E…☆50Aug 11, 2023Updated 2 years ago
- [ICDE 2025] Official implementation of "Efficient Multivariate Time Series Forecasting via Calibrated Language Models with Privileged Kno…☆25Jun 27, 2025Updated 9 months ago
- ☆10Jun 17, 2023Updated 2 years ago
- The code of AdpSTGCN: Adaptive Spatial Temporal Graph Convolutional Network for Traffic Forecasting☆15Apr 16, 2024Updated last year
- ☆14Mar 27, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆40Mar 28, 2022Updated 4 years ago
- [IJCAI-24] Spatial-Temporal-Decoupled Masked Pre-training for Spatiotemporal Forecasting☆254Mar 9, 2026Updated 3 weeks ago
- Code for ECMLPKDD'23 "FDTI: Fine-grained Deep Traffic Inference with Roadnet-enriched Graph"☆12Jul 24, 2023Updated 2 years ago
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆75Sep 4, 2024Updated last year
- [IJCAI'2022] FOGS: First-Order Gradient Supervision with Learning-based Graph for Traffic Flow Forecasting☆28Aug 25, 2023Updated 2 years ago
- This is a PyTorch implementation of STGAGRTN in the Spatial-Temporal Graph Attention Gated Recurrent Transformer Network for Traffic Flow…☆20Apr 10, 2024Updated last year
- [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks☆111Mar 18, 2025Updated last year
- LCDFormer☆11Mar 27, 2024Updated 2 years ago
- Code for CIKM'23 "Cross-city Few-shot Traffic Forecasting via Traffic Pattern Bank"☆21Aug 12, 2023Updated 2 years ago
- 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.
- Code for our CIKM'22 paper Spatial-Temporal Identity: A Simple yet Effective Baseline for Multivariate Time Series Forecasting.☆296Mar 6, 2025Updated last year
- This is the repository for the collection of Graph Neural Network for Traffic Forecasting.☆1,198Aug 7, 2024Updated last year
- ☆26Apr 28, 2024Updated last year
- ☆29May 16, 2023Updated 2 years ago
- Repository for ''Contextualizing MLP-Mixers Spatiotemporally for Urban Data Forecast at Scale''☆14Apr 30, 2024Updated last year
- [SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective☆81Nov 30, 2025Updated 4 months ago
- ☆19Aug 31, 2022Updated 3 years ago