VCformer: Variable Correlation Transformer with Inherent Lagged Correlation for Multivariate Time Series Forecasting

19 May 2024

Papers citing "VCformer: Variable Correlation Transformer with Inherent Lagged Correlation for Multivariate Time Series Forecasting"

9 / 9 papers shown

Title
iTransformer: Inverted Transformers Are Effective for Time Series Forecasting Yong Liu Tengge Hu Haoran Zhang Haixu Wu Shiyu Wang Lintao Ma Mingsheng Long AI4TS 65 525 0 10 Oct 2023
Koopa: Learning Non-stationary Time Series Dynamics with Koopman Predictors Yong Liu Chenyu Li Jianmin Wang Mingsheng Long AI4TS 71 114 0 30 May 2023
Compressed Interaction Graph based Framework for Multi-behavior Recommendation Wei Guo Chang Meng Enming Yuan Zhicheng He Huifeng Guo ... Bo Chen Yaochen Hu Ruiming Tang Xiufeng Li Rui Zhang 46 21 0 04 Mar 2023
TimesNet: Temporal 2D-Variation Modeling for General Time Series Analysis Haixu Wu Teng Hu Yong Liu Hang Zhou Jianmin Wang Mingsheng Long AI4TS AIFin 134 792 0 05 Oct 2022
FEDformer: Frequency Enhanced Decomposed Transformer for Long-term Series Forecasting Tian Zhou Ziqing Ma Qingsong Wen Xue Wang Liang Sun Rong Jin AI4TS 238 1,410 0 30 Jan 2022
Modern Koopman Theory for Dynamical Systems Steven L. Brunton M. Budišić E. Kaiser J. Nathan Kutz AI4CE 97 417 0 24 Feb 2021
Deep Learning of Koopman Representation for Control Yiqiang Han Wenjian Hao Umesh Vaidya AI4CE 27 110 0 15 Oct 2020
Deep learning for universal linear embeddings of nonlinear dynamics Bethany Lusch J. Nathan Kutz Steven L. Brunton 76 1,252 0 27 Dec 2017
Modeling Long- and Short-Term Temporal Patterns with Deep Neural Networks Guokun Lai Wei-Cheng Chang Yiming Yang Hanxiao Liu BDL AI4TS 106 2,007 0 21 Mar 2017