This is a Pytorch implementation of TLAST: A Time-Lag Aware Spatial-Temporal Transformer for Traffic Flow Forecasting (TITS 2025).
☆15Nov 3, 2025Updated 11 months ago
Alternatives and similar repositories for TLAST
Users that are interested in TLAST are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 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
- [Neural Networks] PDG2Seq: Periodic Dynamic Graph to Sequence model for Traffic Flow Prediction☆26Sep 2, 2025Updated last year
- Official repository of paper "Seeing the Unseen: Learning Basis Confounder Representations for Robust Traffic Prediction".☆15Nov 21, 2024Updated last year
- Code of “Dynamic Graph Convolutional Network with Attention Fusion for Traffic Flow Prediction”.☆22Apr 21, 2024Updated 2 years ago
- ☆18May 9, 2025Updated last year
- 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.
- This is a PyTorch implementation of STGAGRTN in the Spatial-Temporal Graph Attention Gated Recurrent Transformer Network for Traffic Flow…☆20Apr 10, 2024Updated 2 years ago
- STLAformer for traffic flow forecasting☆18Nov 20, 2025Updated 11 months ago
- The code for HyperD: Hybrid Periodicity Decoupling Framework for Traffic Forecasting☆27Apr 28, 2026Updated 5 months ago
- Multi-scale Traffic Pattern Bank for Cross-city Few-shot Traffic Forecasting☆12Dec 13, 2023Updated 2 years ago
- ☆10Dec 22, 2024Updated last year
- ☆12Apr 10, 2025Updated last year
- [SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective☆88Nov 30, 2025Updated 10 months ago
- [ESWA'24] ✨ An efficient spatial-temporal transformer with temporal aggregation and spatial memory for traffic forecasting☆32Apr 27, 2025Updated last year
- ☆30May 16, 2023Updated 3 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.
- [TITS2025] Pattern-Matching Dynamic Memory Network for Dual-Mode Traffic Prediction☆44Sep 2, 2025Updated last year
- [AAAI'26] Code for paper "Meta Dynamic Graph for Traffic Flow Prediction".☆20Jan 15, 2026Updated 9 months ago
- [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
- [AAAI'2025] "Efficient Traffic Prediction through Spatio-Temporal Distillation"☆18May 23, 2025Updated last year
- Official Code of TESTAM: A Time-Enhanced Spatio-Temporal Attention Model with Mixture of Experts☆72Aug 13, 2024Updated 2 years ago
- ☆27Oct 21, 2023Updated 3 years ago
- ☆58Jun 24, 2024Updated 2 years ago
- A correlation information-based spatiotemporal network for traffic flow forecasting☆28Feb 23, 2024Updated 2 years ago
- The PyTorch implementation for our STCL-Net☆10Jun 30, 2023Updated 3 years 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.
- The repo is the official implementation for the paper: [MGCN: Mamba-Integrated Spatiotemporal Graph Convolutional Network for Long-Term T…☆30Jan 27, 2026Updated 9 months ago
- [KDD 2026] Official implementation of "FaST: Efficient and Effective Long-Horizon Forecasting for Large-Scale Spatial-Temporal Graphs via…☆21Jun 1, 2026Updated 4 months ago
- SDGFormer: A Sparse Dynamic Graph Transformer for Traffic Flow Prediction☆15Nov 11, 2025Updated 11 months ago
- [ICDE 2023] Dynamic hypergraph structure learning for traffic flow forecasting☆21Oct 14, 2022Updated 4 years ago
- ☆15May 11, 2025Updated last year
- [SIGSPATIAL 2025 Best Paper Award] Official implement of XXLTraffic: Expanding and Extremely Long Traffic Forecasting beyond Test Adaptat…☆31Oct 3, 2026Updated 3 weeks ago
- [AAAI'25] "Decomposed Spatio-Temporal Mamba for Long-Term Traffic Prediction"☆26May 30, 2025Updated last year
- [NeurIPS 2024 Spotlight] Official Code of the paper "Parsimony or Capability? Decomposition Delivers Both in Long-term Time Series Foreca…☆16Dec 24, 2024Updated last year
- [CIKM'23] Official code for our paper "Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting".☆246Nov 15, 2025Updated 11 months ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- HSTGODE code☆11Nov 26, 2023Updated 2 years ago
- AAAI 2021. GSNet: Learning Spatial-Temporal Correlations from Geographical and Semantic Aspects for Traffic Accident Risk Forecasting☆39Apr 13, 2023Updated 3 years ago
- Repository for the paper "Graph Convolutional Networks for Traffic Forecasting with Missing Values" in DMKD'22☆12Apr 3, 2023Updated 3 years ago
- [NeurIPS'2023] "GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks"☆95Jun 10, 2024Updated 2 years ago
- Official repository for paper "The Power of Architecture: Deep Dive into Transformer Architectures for Long-Term Time Series Forecasting"☆15Nov 12, 2025Updated 11 months ago
- Dynamic Attention And Trajectory Cognition Based Graph Convolution Network For Traffic Flow Forecasting☆15Nov 16, 2022Updated 3 years ago
- My personal PyTorch framework for multivariate time series forecasting.☆108Mar 10, 2026Updated 7 months ago