sqlcow / TITAN
The offical code for 《A Time Series is Worth Five Experts: Heterogeneous Mixture of Experts for Traffic Flow Prediction》
☆14Updated last month
Related projects ⓘ
Alternatives and complementary repositories for TITAN
- The official implementation of ChatTraffic.☆33Updated this week
- Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.☆59Updated 4 months ago
- ☆52Updated 2 weeks ago
- Implementation for MSDR☆25Updated 2 years ago
- ☆16Updated 2 years ago
- Learning Multiaspect Traffic Couplings by Multirelational Graph Attention Networks for Traffic Prediction☆14Updated 2 years ago
- Spatial-Temporal Graph ODE Neural Network☆95Updated 2 years ago
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆106Updated 10 months ago
- AGC-Net (Adaptive Graph Convolution Networks) is an advanced model designed to predict traffic flow. Dataset: METR-LA, PEMS-BAY☆10Updated last year
- ☆42Updated 2 years ago
- [Pattern Recognition] Decomposition Dynamic Graph Conolutional Recurrent Network for Traffic Forecasting☆68Updated 5 months ago
- ☆17Updated 6 months ago
- When Do Contrastive Learning Signals Help Spatio-Temporal Graph Forecasting? (SIGSPATIAL 2022)☆40Updated last year
- Dual Dynamic Spatial-Temporal Graph Convolution Network for Traffic Prediction☆40Updated last year
- [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks☆74Updated 7 months ago
- ☆11Updated 2 years ago
- ☆17Updated last year
- [IJCAI'2022] FOGS: First-Order Gradient Supervision with Learning-based Graph for Traffic Flow Forecasting☆25Updated last year
- This is the official release code of AAAI2023 accepted paper: "Spatial temporal Neural Structural Causal Models for Bike Flow Prediction"☆34Updated last year
- AAAI 2021. GSNet: Learning Spatial-Temporal Correlations from Geographical and Semantic Aspects for Traffic Accident Risk Forecasting☆27Updated last year
- ☆39Updated 2 years ago
- [CIKM'23] Official code for our paper "Spatio-Temporal Adaptive Embedding Makes Vanilla Transformer SOTA for Traffic Forecasting".☆135Updated 9 months ago
- ☆18Updated 2 years ago
- A correlation information-based spatiotemporal network for traffic flow forecasting☆25Updated 8 months ago
- ☆48Updated 2 years ago
- [KDD'24] Official code for our paper "Heterogeneity-Informed Meta-Parameter Learning for Spatiotemporal Time Series Forecasting".☆31Updated 2 months ago
- Source code of implementing spatial-temporal zero-inflated negative binomial network for trip demand prediction☆24Updated 2 years ago
- Code for DiffSTG☆55Updated 8 months ago
- ☆9Updated last year
- The data of paper "Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction".☆28Updated 9 months ago