GIS-PuppetMaster / Auto-STGCN
source code of paper 'Auto-STGCN: Autonomous Spatial-Temporal Graph Convolutional Network Search Based on Reinforcement Learning and Existing Research Results'
☆11Updated 3 years ago
Related projects ⓘ
Alternatives and complementary repositories for Auto-STGCN
- ☆16Updated 2 years ago
- Learning Multiaspect Traffic Couplings by Multirelational Graph Attention Networks for Traffic Prediction☆14Updated 2 years ago
- ☆26Updated 3 years ago
- Spatiotemporal Adaptive Gated Graph Convolution Network for Urban Traffic Flow Forecasting☆66Updated 4 years ago
- code of DeepGWC: A Deep Graph Wavelet Convolutional Neural Network for Semi-supervised Node Classification☆17Updated last year
- Official repository for the paper "Scalable Spatiotemporal Graph Neural Networks" (AAAI 2023)☆44Updated last year
- The pytorch implementation of ST-GRAT: A Novel Spatio-temporal Graph Attention Network for Accurately Forecasting Dynamically Changing Ro…☆41Updated 3 years ago
- Spatial-Temporal Graph ODE Neural Network☆95Updated 2 years ago
- [TKDE 2022] The official PyTorch implementation of the paper "Multivariate Time Series Forecasting with Dynamic Graph Neural ODEs".☆74Updated 2 years ago
- ☆40Updated 2 years ago
- A curated list of graph reinforcement learning papers.☆67Updated 2 years ago
- [IJCNN 2021] Unified Spatio-Temporal modeling for traffic forecasting using Graph Convolutional Network☆32Updated 2 months ago
- ☆37Updated 3 years ago
- PyTorch implementation of Diffusion Convolutional Recurrent Neural Network☆46Updated 4 years ago
- ☆9Updated last year
- This repository combines recent works in deep learning spatio-temporal traffic prediction.☆28Updated 4 years ago
- SPGCL: Mining Spatio-Temporal Relations via Self-Paced Graph Contrastive Learning☆14Updated last year
- An end-to-end deep learning model for spatial-temporal prediction☆33Updated 2 years ago
- This is the official release code of AAAI2023 accepted paper: "Spatial temporal Neural Structural Causal Models for Bike Flow Prediction"☆34Updated last year
- The code of AAAI2021 paper of HGCN for Traffic Forecasting☆88Updated 2 years ago
- Graph Convolutional Adversarial Networks for Spatio-Temporal Anomaly Detection☆22Updated 2 years ago
- THAN: Multi-Modal Transportation Recommendation with Heterogeneous Graph Attention Networks☆12Updated 2 years ago
- When Do Contrastive Learning Signals Help Spatio-Temporal Graph Forecasting? (SIGSPATIAL 2022)☆40Updated 2 years ago
- Travel Time Prediction Based on Tensor Decomposition and Graph Embedding☆25Updated 3 years ago
- ☆43Updated 2 years ago
- [IJCAI'2022] FOGS: First-Order Gradient Supervision with Learning-based Graph for Traffic Flow Forecasting☆25Updated last year
- codes of Deep Spatio-Temporal Graph Convolutional Network for Traffic Accident Prediction☆64Updated 2 years ago
- ☆70Updated 2 years ago
- Deep Learning for Predicting Dynamic Uncertain Opinions in Network Data☆25Updated 5 years ago
- traffic flow prediction☆21Updated 2 years ago