Xiefeng69 / EpiGNNLinks
[ECML-PKDD2022] EpiGNN: Exploring Spatial Transmission with Graph Neural Network for Regional Epidemic Forecasting
☆27Updated 3 years ago
Alternatives and similar repositories for EpiGNN
Users that are interested in EpiGNN are comparing it to the libraries listed below
Sorting:
- ☆74Updated 3 years ago
- This is the official release code of AAAI2023 accepted paper: "Spatial temporal Neural Structural Causal Models for Bike Flow Prediction"☆41Updated 2 years ago
- Spatial-Temporal Graph ODE Neural Network☆122Updated 3 years ago
- ☆25Updated 2 years ago
- [ECMLPKDD22] MepoGNN: Metapopulation Epidemic Forecasting with Graph Neural Networks☆30Updated 2 years ago
- ☆46Updated 3 years ago
- [WWW'2023] "AutoST: Automated Spatio-Temporal Graph Contrastive Learning"☆67Updated 2 years ago
- [ICDE'2022] "Spatial-Temporal Hypergraph Self-Supervised Learning for Crime Prediction"☆40Updated 3 years ago
- ☆41Updated 3 years ago
- ☆67Updated 3 years ago
- A collection of research on spatio-temporal data mining☆157Updated 10 months ago
- ☆24Updated 3 years ago
- ST-SSL (STSSL): Spatio-Temporal Self-Supervised Learning for Traffic Flow Forecasting/Prediction☆195Updated last year
- [NeurIPS'2023] "GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks"☆86Updated last year
- Code of “STG4Traffic: A Survey and Benchmark of Spatial-Temporal Graph Neural Networks for Traffic Prediction”.☆76Updated 4 months ago
- The codes and data of paper "Matrix Factorization for Spatio-Temporal Neural Networks with Applications to Urban Flow Prediction"☆24Updated 2 years ago
- The pytorch code of DGCN(TITS)☆56Updated 3 years ago
- This is the official release code of AAAI2023 accepted paper: "Causal Conditional Hidden Markov Model for Multimodal Traffic Prediction"☆12Updated 3 years ago
- The code of AAAI2021 paper of HGCN for Traffic Forecasting☆98Updated 3 years ago
- [ECMLPKDD21] Countrywide Origin-Destination Matrix Prediction and Its Application for COVID-19☆29Updated 2 years ago
- Code of STFGNN@AAAI-2021 (Spatial-Temporal/ Traffic data forecasting)☆224Updated 4 years ago
- [TKDD 2023] Dynamic Graph Convolutional Recurrent Network for Traffic Prediction: Benchmark and Solution☆317Updated 4 years ago
- Useful resources for traffic prediction, including popular papers, datasets, tutorials, toolkits, and other helpful repositories.☆147Updated 11 months ago
- [CIKM 2022] Source codes of CIKM2022 Full Paper "Domain Adversarial Spatial-Temporal Network: A Transferable Framework for Short-term Tra…☆50Updated 2 years ago
- [AAAI23] This it the official github for AAAI23 paper "Spatio-Temporal Meta-Graph Learning for Traffic Forecasting"☆135Updated last year
- Papers on Spatial-Temporal Graph Neural Networks☆26Updated 3 years ago
- [KDD 2024] Papers about deep learning in epidemic modeling.☆65Updated last year
- ☆125Updated 2 years ago
- ☆77Updated 2 years ago
- The task is to restate a thesis and redo the experiment following the instructions in the paper.☆71Updated 4 years ago