☆15May 9, 2025Updated 10 months ago
Alternatives and similar repositories for DSTRformer
Users that are interested in DSTRformer are comparing it to the libraries listed below
Sorting:
- [Neural Networks] PDG2Seq: Periodic Dynamic Graph to Sequence model for Traffic Flow Prediction☆23Sep 2, 2025Updated 6 months ago
- [TITS2025] Pattern-Matching Dynamic Memory Network for Dual-Mode Traffic Prediction☆33Sep 2, 2025Updated 6 months ago
- Code of “Dynamic Graph Convolutional Network with Attention Fusion for Traffic Flow Prediction”.☆22Apr 21, 2024Updated last year
- The code of AdpSTGCN: Adaptive Spatial Temporal Graph Convolutional Network for Traffic Forecasting☆15Apr 16, 2024Updated last year
- ☆13Mar 12, 2025Updated last year
- 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
- ☆30Jun 4, 2024Updated last year
- A correlation information-based spatiotemporal network for traffic flow forecasting☆28Feb 23, 2024Updated 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
- [AAAI2023] A PyTorch implementation of PDFormer: Propagation Delay-aware Dynamic Long-range Transformer for Traffic Flow Prediction.☆286Oct 13, 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
- Improved Transformer based on Tensoflow implementation for traffic flow predictive modeling☆24Jun 4, 2022Updated 3 years ago
- [ICDE 2023] Dynamic hypergraph structure learning for traffic flow forecasting☆21Oct 14, 2022Updated 3 years ago
- Attention Feature Fusion base on spatial-temporal Graph Convolutional Network（AFFGCN）☆37Oct 30, 2024Updated last year
- An efficient spatial-temporal transformer with temporal aggregation and spatial memory for traffic forecasting☆29Apr 27, 2025Updated 10 months ago
- [Pattern Recognition] Decomposition Dynamic Graph Conolutional Recurrent Network for Traffic Forecasting☆97Sep 2, 2025Updated 6 months ago
- ☆36Oct 16, 2024Updated last year
- [SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective☆81Nov 30, 2025Updated 3 months ago
- Official Code for the NeurIPS'25 paper: Selective Learning for Deep Time Series Forecasting☆36Nov 7, 2025Updated 4 months ago
- [CIKM'23] Official code for our paper "Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting".☆218Nov 15, 2025Updated 4 months ago
- ☆29May 16, 2023Updated 2 years ago
- ☆13Apr 14, 2025Updated 11 months ago
- traffic flow prediction☆16Aug 14, 2023Updated 2 years ago
- ☆12Nov 27, 2020Updated 5 years ago
- LCDFormer☆11Mar 27, 2024Updated last year
- ☆10Jun 17, 2023Updated 2 years ago
- [AAAI'25] "Decomposed Spatio-Temporal Mamba for Long-Term Traffic Prediction"☆18May 30, 2025Updated 9 months ago
- ☆12Oct 17, 2023Updated 2 years ago
- Here is the repository containing our code implementation of Spatio-Temporal Graph Transformer (STGormer).☆14Aug 25, 2024Updated last year
- ☆11Apr 10, 2025Updated 11 months ago
- ☆10Oct 11, 2025Updated 5 months ago
- ☆15Dec 11, 2024Updated last year
- ☆12Jun 27, 2024Updated last year
- Code for ECMLPKDD'23 "FDTI: Fine-grained Deep Traffic Inference with Roadnet-enriched Graph"☆12Jul 24, 2023Updated 2 years ago
- [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks☆111Mar 18, 2025Updated last year
- ☆14Sep 6, 2023Updated 2 years ago
- Source code for "Scalable Transformer for High Dimensional Multivariate Time Series Forecasting" (Accepted by CIKM-24)☆19Jan 13, 2025Updated last year
- [L4DC 2025] Morphological-Symmetry-Equvariant Heterogeneous Graph Neural Network for Robotic Dynamics Learning☆19Dec 6, 2025Updated 3 months ago
- 人人都能看懂的轻量级解决方案☆16Jul 10, 2020Updated 5 years ago