Long-term Spatio-temporal Forecasting via Dynamic Multiple-Graph
Attention

Long-term Spatio-temporal Forecasting via Dynamic Multiple-Graph Attention

23 April 2022

Papers citing "Long-term Spatio-temporal Forecasting via Dynamic Multiple-Graph Attention"

10 / 10 papers shown

Title
PM2.5-GNN: A Domain Knowledge Enhanced Graph Neural Network For PM2.5 Forecasting Shuo Wang Yanran Li Jiang Zhang Qingye Meng Lingwei Meng Fei Gao 38 138 0 10 Feb 2020
Semi-Supervised Hierarchical Recurrent Graph Neural Network for City-Wide Parking Availability Prediction Weijia Zhang Hao Liu Yanchi Liu Jingbo Zhou Hui Xiong GNN 29 96 0 24 Nov 2019
GMAN: A Graph Multi-Attention Network for Traffic Prediction Chuanpan Zheng Xiaoliang Fan Cheng-Yu Wang Jianzhong Qi AI4TS AI4CE 46 1,359 0 11 Nov 2019
Graph WaveNet for Deep Spatial-Temporal Graph Modeling Zonghan Wu Shirui Pan Guodong Long Jing Jiang Chengqi Zhang GNN AI4TS 31 2,130 0 31 May 2019
Bike Flow Prediction with Multi-Graph Convolutional Networks Di Chai Leye Wang Qiang Yang GNN 27 265 0 28 Jul 2018
Spatio-Temporal Graph Convolutional Networks: A Deep Learning Framework for Traffic Forecasting Ting Yu Haoteng Yin Zhanxing Zhu GNN AI4TS 50 3,675 0 14 Sep 2017
Convolutional Neural Networks on Graphs with Fast Localized Spectral Filtering M. Defferrard Xavier Bresson P. Vandergheynst GNN 163 7,622 0 30 Jun 2016
Spectral Networks and Locally Connected Networks on Graphs Joan Bruna Wojciech Zaremba Arthur Szlam Yann LeCun GNN 30 4,856 0 21 Dec 2013
The Emerging Field of Signal Processing on Graphs: Extending High-Dimensional Data Analysis to Networks and Other Irregular Domains D. Shuman S. K. Narang P. Frossard Antonio Ortega P. Vandergheynst 50 3,962 0 31 Oct 2012
Rényi Divergence and Kullback-Leibler Divergence T. Erven P. Harremoes 33 1,326 0 12 Jun 2012