mb-Ma / TGCRN
ICDE'24 "Time-aware Graph Structure Learning for Spatiao-temporal Forecasting"
☆13Updated 7 months ago
Alternatives and similar repositories for TGCRN:
Users that are interested in TGCRN are comparing it to the libraries listed below
- An efficient spatial-temporal transformer with temporal aggregation and spatial memory for traffic forecasting☆18Updated 9 months ago
- [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks☆81Updated 9 months ago
- [Neural Networks] PDG2Seq: Periodic Dynamic Graph to Sequence model for Traffic Flow Prediction☆10Updated last month
- ☆16Updated 7 months ago
- Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.☆64Updated 6 months ago
- Dual Dynamic Spatial-Temporal Graph Convolution Network for Traffic Prediction☆42Updated last year
- Dynamic frequency domain graph convolution for traffic prediction☆13Updated 5 months ago
- Spatial–Temporal Dynamic Graph Convolutional Network With Interactive Learning for Traffic Forecasting☆55Updated 2 months ago
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆41Updated 4 months ago
- The official implementation of SDGL☆30Updated 5 months ago
- [KDD 2024] "ImputeFormer: Low Rankness-Induced Transformers for Generalizable Spatiotemporal Imputation"☆32Updated this week
- ☆35Updated last year
- ☆13Updated last year
- ☆20Updated 8 months ago
- Code for our SIGKDD'24 paper GinAR: An End-To-End Multivariate Time Series Forecasting Model Suitable for Variable Missing☆26Updated 6 months ago
- Code of “Dynamic Graph Convolutional Network with Attention Fusion for Traffic Flow Prediction”.☆14Updated 8 months ago
- Official implementation for "Unveiling Delay Effects in Traffic Forecasting: A Perspective from Spatial-Temporal Delay Differential Equat…☆13Updated last week
- ☆23Updated last year
- A pytorch re-implementation of STFGNN☆25Updated last year
- [SIGKDD'2025] Efficient Large-Scale Traffic Forecasting with Transformers: A Spatial Data Management Perspective☆24Updated 3 weeks ago
- [IJCAI'2022] FOGS: First-Order Gradient Supervision with Learning-based Graph for Traffic Flow Forecasting☆25Updated last year
- Pattern-Matching Dynamic Memory Network for Dual-Mode Traffic Prediction☆14Updated 5 months ago
- ☆41Updated 2 years ago
- ☆14Updated 2 years ago
- ☆15Updated 2 years ago
- ☆24Updated last year
- [Pattern Recognition] Decomposition Dynamic Graph Conolutional Recurrent Network for Traffic Forecasting☆72Updated last month
- ☆17Updated 9 months ago
- A correlation information-based spatiotemporal network for traffic flow forecasting☆26Updated 10 months ago
- ☆21Updated last year