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spatial-temporal dependency

14 papers

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graph neural network (9) attention mechanism (4) traffic forecasting (3) traffic prediction (3) traffic flow prediction (3) spatial-temporal modeling (3) graph convolutional network (2) state space model (2) multivariate time series (2) time series forecasting (2)

Papers

Decomposed Spatio-Temporal Mamba for Long-Term Traffic Prediction AAAI 2025 Diffusion Transformer Captures Spatial-Temporal Dependencies: A Theory for Gaussian Process Data ICLR 2025 DiffLight: A Partial Rewards Conditioned Diffusion Model for Traffic Signal Control with Missing Data NeurIPS 2024 Disentanglement-Guided Spatial-Temporal Graph Neural Network for Metro Flow Forecasting (Student Abstract) AAAI 2024 Fully-Connected Spatial-Temporal Graph for Multivariate Time-Series Data AAAI 2024 MambaSCI: Efficient Mamba-UNet for Quad-Bayer Patterned Video Snapshot Compressive Imaging NeurIPS 2024 PDFormer: Propagation Delay-Aware Dynamic Long-Range Transformer for Traffic Flow Prediction AAAI 2023 SEnsor Alignment for Multivariate Time-Series Unsupervised Domain Adaptation AAAI 2023 Trafformer: Unify Time and Space in Traffic Prediction AAAI 2023 ACGNet: Action Complement Graph Network for Weakly-Supervised Temporal Action Localization AAAI 2022 DSTAGNN: Dynamic Spatial-Temporal Aware Graph Neural Network for Traffic Flow Forecasting ICML 2022 Traffic Flow Forecasting with Spatial-Temporal Graph Diffusion Network AAAI 2021 Multi-Range Attentive Bicomponent Graph Convolutional Network for Traffic Forecasting AAAI 2020 GSTNet: Global Spatial-Temporal Network for Traffic Flow Prediction IJCAI 2019