Fully-Connected Spatial-Temporal Graph for Multivariate Time-Series Data

Fully-Connected Spatial-Temporal Graph for Multivariate Time-Series Data

11 September 2023

Yuecong Xu

Lihua Xie

Papers citing "Fully-Connected Spatial-Temporal Graph for Multivariate Time-Series Data"

5 / 5 papers shown

Title
NetSight: Graph Attention Based Traffic Forecasting in Computer Networks Jinming Xing Guoheng Sun Hui Sun Linchao Pan Shakir Mahmood Xuanhao Luo Muhammad Shahzad 28 0 0 11 May 2025
STRGCN: Capturing Asynchronous Spatio-Temporal Dependencies for Irregular Multivariate Time Series Forecasting Y. Wang Xiaofeng Hu Xiaojian Cui Kai Wang AI4TS 26 0 0 07 May 2025
Unified Spatial-Temporal Edge-Enhanced Graph Networks for Pedestrian Trajectory Prediction Ruochen Li Tanqiu Qiao Stamos Katsigiannis Zhanxing Zhu Hubert P. H. Shum AI4TS 68 1 0 04 Feb 2025
ST-USleepNet: A Spatial-Temporal Coupling Prominence Network for Multi-Channel Sleep Staging Jingying Ma Qika Lin Ziyu Jia Mengling Feng AI4TS 38 2 0 21 Aug 2024
Informer: Beyond Efficient Transformer for Long Sequence Time-Series Forecasting Haoyi Zhou Shanghang Zhang J. Peng Shuai Zhang Jianxin Li Hui Xiong Wan Zhang AI4TS 169 3,885 0 14 Dec 2020