dleyan / STGAN
Graph Convolutional Adversarial Networks for Spatio-Temporal Anomaly Detection
☆21Updated last year
Related projects: ⓘ
- Multi-sensor traffic flow forecasting.☆12Updated 2 years ago
- The pytorch implementation of ST-GRAT: A Novel Spatio-temporal Graph Attention Network for Accurately Forecasting Dynamically Changing Ro…☆37Updated 3 years ago
- ☆39Updated 2 years ago
- [ICDE'2023] When Spatio-Temporal Meet Wavelets: Disentangled Traffic Forecasting via Efficient Spectral Graph Attention Networks☆68Updated 5 months ago
- ☆53Updated 2 years ago
- Spatial-Temporal Graph ODE Neural Network☆90Updated 2 years ago
- A correlation information-based spatiotemporal network for traffic flow forecasting☆23Updated 6 months ago
- ☆49Updated 7 months ago
- [Pattern Recognition] Decomposition Dynamic Graph Conolutional Recurrent Network for Traffic Forecasting☆61Updated 3 months ago
- Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting☆63Updated 3 years ago
- ☆32Updated last year
- Multivariate Time Series Anomaly Detection from the Perspective of Graph Relational Learning☆19Updated last year
- Multivariate Time Series Anomaly Detection with GNNs and Latent Graph Inference☆16Updated 2 years ago
- ☆46Updated 2 years ago
- Implementation of Graph Muti-Attention Network with PyTorch☆134Updated 10 months ago
- Dual Dynamic Spatial-Temporal Graph Convolution Network for Traffic Prediction☆39Updated last year
- ☆42Updated 2 years ago
- ☆22Updated 10 months ago
- codes of Deep Spatio-Temporal Graph Convolutional Network for Traffic Accident Prediction☆63Updated 2 years ago
- A PyTorch implementation of T-GCN☆56Updated last year
- Multivariate Time-Series Anomaly Detection with GNN.☆38Updated 10 months ago
- ☆9Updated last year
- Learning Multiaspect Traffic Couplings by Multirelational Graph Attention Networks for Traffic Prediction☆13Updated last year
- ☆69Updated last year
- ☆35Updated 2 years ago
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆99Updated 8 months ago
- Implementation for MSDR☆25Updated 2 years ago
- A novel spatio-temporal adaptive graph convolutional network model (STAGCN) based on deep learning☆18Updated last year
- The data of paper "Spatio-Temporal Self-Supervised Learning for Traffic Flow Prediction".☆25Updated 8 months ago
- ☆23Updated 2 years ago