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Peiyuan Liu

Mitigating Time Discretization Challenges with WeatherODE: A Sandwich Physics-Driven Neural ODE for Weather Forecasting

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Oct 09, 2024
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TimeBridge: Non-Stationarity Matters for Long-term Time Series Forecasting

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Oct 06, 2024
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Adaptive Multi-Scale Decomposition Framework for Time Series Forecasting

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Jun 06, 2024
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Taming Pre-trained LLMs for Generalised Time Series Forecasting via Cross-modal Knowledge Distillation

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Mar 12, 2024
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WFTNet: Exploiting Global and Local Periodicity in Long-term Time Series Forecasting

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Sep 20, 2023
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DIVOTrack: A Novel Dataset and Baseline Method for Cross-View Multi-Object Tracking in DIVerse Open Scenes

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Feb 15, 2023
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