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08/07/2023
DSformer: A Double Sampling Transformer for Multivariate Time Series Long-term Prediction
Multivariate time series long-term prediction, which aims to predict the...
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07/27/2023
HUTFormer: Hierarchical U-Net Transformer for Long-Term Traffic Forecasting
Traffic forecasting, which aims to predict traffic conditions based on h...
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08/10/2022
Spatial-Temporal Identity: A Simple yet Effective Baseline for Multivariate Time Series Forecasting
Multivariate Time Series (MTS) forecasting plays a vital role in a wide ...
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06/18/2022
Pre-training Enhanced Spatial-temporal Graph Neural Network for Multivariate Time Series Forecasting
Multivariate Time Series (MTS) forecasting plays a vital role in a wide ...
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06/18/2022
Decoupled Dynamic Spatial-Temporal Graph Neural Network for Traffic Forecasting
We all depend on mobility, and vehicular transportation affects the dail...
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08/31/2021