Low-Rank Autoregressive Tensor Completion for Spatiotemporal Traffic
Data Imputation

Low-Rank Autoregressive Tensor Completion for Spatiotemporal Traffic Data Imputation

30 April 2021

Xinyu Chen

Nicolas Saunier

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Papers citing "Low-Rank Autoregressive Tensor Completion for Spatiotemporal Traffic Data Imputation"

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Title
STAMImputer: Spatio-Temporal Attention MoE for Traffic Data Imputation Yiming Wang Hao Peng Senzhang Wang Haohua Du Chunyang Liu Jia Wu Guanlin Wu AI4TS 20 0 0 09 Jun 2025
MNT-TNN: Spatiotemporal Traffic Data Imputation via Compact Multimode Nonlinear Transform-based Tensor Nuclear Norm Yihang Lu Mahwish Yousaf Xianwei Meng Enhong Chen 119 0 0 29 Mar 2025
Effective and Efficient Cross-City Traffic Knowledge Transfer: A Privacy-Preserving Perspective Zhihao Zeng Ziquan Fang Yuting Huang Lu Chen Yunjun Gao 215 0 0 15 Mar 2025
Expand and Compress: Exploring Tuning Principles for Continual Spatio-Temporal Graph Forecasting Wei Chen Yuxuan Liang AI4TS 77 2 0 16 Oct 2024
Laplacian Convolutional Representation for Traffic Time Series Imputation Xinyu Chen Zhanhong Cheng HanQin Cai Nicolas Saunier Lijun Sun AI4TS 115 18 0 03 Dec 2022
Diffusion-based Time Series Imputation and Forecasting with Structured State Space Models Juan Miguel Lopez Alcaraz Nils Strodthoff DiffM 113 177 0 19 Aug 2022
Hankel-structured Tensor Robust PCA for Multivariate Traffic Time Series Anomaly Detection Xudong Wang L. Miranda-Moreno Lijun Sun 58 13 0 08 Oct 2021