MSGNN: Multi-scale Spatio-temporal Graph Neural Network for Epidemic Forecasting

30 August 2023

Papers citing "MSGNN: Multi-scale Spatio-temporal Graph Neural Network for Epidemic Forecasting"

13 / 13 papers shown

Title
Graph ODEs and Beyond: A Comprehensive Survey on Integrating Differential Equations with Graph Neural Networks Ziqiang Liu Xiaoda Wang Bohan Wang Zijie Huang Carl Yang Wei Jin AI4TS AI4CE 418 1 0 29 Mar 2025
Spatio-Temporal Graph Neural Point Process for Traffic Congestion Event Prediction G. Jin Lingbo Liu Fuxian Li Jincai Huang AI4TS GNN 3DPC 42 35 0 15 Nov 2023
EpiGNN: Exploring Spatial Transmission with Graph Neural Network for Regional Epidemic Forecasting Feng Xie Zhong Zhang Liang Li B. Zhou Yusong Tan 29 23 0 23 Aug 2022
Spectral Temporal Graph Neural Network for Multivariate Time-series Forecasting Defu Cao Yujing Wang Juanyong Duan Ce Zhang Xia Zhu ... Yunhai Tong Bixiong Xu Jing Bai Jie Tong Qi Zhang AI4TS 45 512 0 13 Mar 2021
STELAR: Spatio-temporal Tensor Factorization with Latent Epidemiological Regularization Nikos Kargas Cheng Qian N. Sidiropoulos Cao Xiao Lucas Glass Jimeng Sun 27 16 0 08 Dec 2020
Inter-Series Attention Model for COVID-19 Forecasting Xiaoyong Jin Yu Wang Xifeng Yan AI4TS 37 36 0 25 Oct 2020
Interpretable Sequence Learning for COVID-19 Forecasting Sercan O. Arik Chun-Liang Li Jinsung Yoon Rajarishi Sinha Arkady Epshteyn ... Martin Nikoltchev Yash Sonthalia Hootan Nakhost Elli Kanal Tomas Pfister AI4TS 47 83 0 03 Aug 2020
When and How to Lift the Lockdown? Global COVID-19 Scenario Analysis and Policy Assessment using Compartmental Gaussian Processes Zhaozhi Qian Ahmed Alaa M. Schaar 46 33 0 13 May 2020
Measuring and Relieving the Over-smoothing Problem for Graph Neural Networks from the Topological View Deli Chen Yankai Lin Wei Li Peng Li Jie Zhou Xu Sun 75 1,100 0 07 Sep 2019
Graph WaveNet for Deep Spatial-Temporal Graph Modeling Zonghan Wu Shirui Pan Guodong Long Jing Jiang Chengqi Zhang GNN AI4TS 82 2,151 0 31 May 2019
Graph Attention Networks Petar Velickovic Guillem Cucurull Arantxa Casanova Adriana Romero Pietro Lio Yoshua Bengio GNN 413 20,061 0 30 Oct 2017
Semi-Supervised Classification with Graph Convolutional Networks Thomas Kipf Max Welling GNN SSL 559 28,964 0 09 Sep 2016
Convolutional LSTM Network: A Machine Learning Approach for Precipitation Nowcasting Xingjian Shi Zhourong Chen Hao Wang Dit-Yan Yeung W. Wong W. Woo 522 7,977 0 13 Jun 2015