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Mingsheng Long

Dynamical Diffusion: Learning Temporal Dynamics with Diffusion Models

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Mar 02, 2025
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TimesBERT: A BERT-Style Foundation Model for Time Series Understanding

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Feb 28, 2025
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Transolver++: An Accurate Neural Solver for PDEs on Million-Scale Geometries

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Feb 04, 2025
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Trajectory World Models for Heterogeneous Environments

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Feb 03, 2025
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Sundial: A Family of Highly Capable Time Series Foundation Models

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Feb 02, 2025
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ProPINN: Demystifying Propagation Failures in Physics-Informed Neural Networks

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Feb 02, 2025
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Timer-XL: Long-Context Transformers for Unified Time Series Forecasting

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Oct 07, 2024
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Metadata Matters for Time Series: Informative Forecasting with Transformers

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Oct 04, 2024
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Long-Sequence Recommendation Models Need Decoupled Embeddings

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Oct 03, 2024
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Deep Time Series Models: A Comprehensive Survey and Benchmark

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Jul 18, 2024
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