EpiGNN: Exploring Spatial Transmission with Graph Neural Network for
Regional Epidemic Forecasting

EpiGNN: Exploring Spatial Transmission with Graph Neural Network for Regional Epidemic Forecasting

23 August 2022

Papers citing "EpiGNN: Exploring Spatial Transmission with Graph Neural Network for Regional Epidemic Forecasting"

10 / 10 papers shown

Title
Epidemiology-informed Graph Neural Network for Heterogeneity-aware Epidemic Forecasting Yufan Zheng Wei Jiang Alexander Zhou Nguyen Quoc Viet Hung Choujun Zhan Tong Chen AI4TS 70 1 0 26 Nov 2024
Epidemiology-Aware Neural ODE with Continuous Disease Transmission Graph Guancheng Wan Zewen Liu Max S. Y. Lau B. A. Prakash Wei Jin 81 7 0 28 Sep 2024
Incorporating Domain Differential Equations into Graph Convolutional Networks to Lower Generalization Discrepancy Yue Sun Chao Chen Yuesheng Xu Sihong Xie Rick S. Blum Parv Venkitasubramaniam AI4TS OOD 25 1 0 01 Apr 2024
A Review of Graph Neural Networks in Epidemic Modeling Zewen Liu Guancheng Wan B. A. Prakash Max S. Y. Lau Wei-dong Jin AI4CE 29 37 0 28 Mar 2024
Cooperative Network Learning for Large-Scale and Decentralized Graphs Qiang Wu Yiming Huang Yujie Zeng Yujie Teng Fang Zhou Linyuan Lu GNN FedML 19 0 0 03 Nov 2023
MSGNN: Multi-scale Spatio-temporal Graph Neural Network for Epidemic Forecasting Mingjie Qiu Zhiyi Tan Bingkun Bao 36 5 0 30 Aug 2023
Machine Learning for Infectious Disease Risk Prediction: A Survey Mutong Liu Yang Liu Jiming Liu LM&MA AI4CE 11 0 0 06 Aug 2023
Spatio-Temporal Graph Neural Networks for Predictive Learning in Urban Computing: A Survey G. Jin Yuxuan Liang Yuchen Fang Zezhi Shao Jincai Huang Junbo Zhang Yu Zheng AI4TS AI4CE 81 178 0 25 Mar 2023
Cluster-guided Contrastive Graph Clustering Network Xihong Yang Yue Liu Sihang Zhou Siwei Wang Wenxuan Tu Qun Zheng Xinwang Liu Liming Fang En Zhu 40 89 0 03 Jan 2023
Hard Sample Aware Network for Contrastive Deep Graph Clustering Yue Liu Xihong Yang Sihang Zhou Xinwang Liu Zhen Wang K. Liang Wenxuan Tu Liangjun Li Jingcan Duan Cancan Chen 29 101 0 16 Dec 2022