Forecasting Unobserved Node States with spatio-temporal Graph Neural Networks

21 November 2022

Papers citing "Forecasting Unobserved Node States with spatio-temporal Graph Neural Networks"

4 / 4 papers shown

Title
MoGERNN: An Inductive Traffic Predictor for Unobserved Locations in Dynamic Sensing Networks Qishen Zhou Yifan Zhang Michail A. Makridis Anastasios Kouvelas Yibing Wang Simon Hu AI4TS 75 1 0 21 Jan 2025
Rank Collapse Causes Over-Smoothing and Over-Correlation in Graph Neural Networks Andreas Roth Thomas Liebig 22 11 0 31 Aug 2023
Transforming PageRank into an Infinite-Depth Graph Neural Network Andreas Roth Thomas Liebig GNN 31 13 0 01 Jul 2022
HiSTGNN: Hierarchical Spatio-temporal Graph Neural Networks for Weather Forecasting Minbo Ma Peng Xie Fei Teng Tian-Jie Li Bin Wang Shenggong Ji Junbo Zhang AI4TS 12 9 0 22 Jan 2022