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Shiyu Wang

How Can Time Series Analysis Benefit From Multiple Modalities? A Survey and Outlook

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Mar 14, 2025
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An Real-Sim-Real (RSR) Loop Framework for Generalizable Robotic Policy Transfer with Differentiable Simulation

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Mar 13, 2025
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Disentangled World Models: Learning to Transfer Semantic Knowledge from Distracting Videos for Reinforcement Learning

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Mar 11, 2025
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Fast, Accurate Manifold Denoising by Tunneling Riemannian Optimization

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Feb 24, 2025
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TimeDistill: Efficient Long-Term Time Series Forecasting with MLP via Cross-Architecture Distillation

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Feb 20, 2025
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Position: Empowering Time Series Reasoning with Multimodal LLMs

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Feb 03, 2025
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DeepSeek-V3 Technical Report

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Dec 27, 2024
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Language-Model Prior Overcomes Cold-Start Items

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Nov 13, 2024
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UFT: Unifying Fine-Tuning of SFT and RLHF/DPO/UNA through a Generalized Implicit Reward Function

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Oct 28, 2024
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TimeMixer++: A General Time Series Pattern Machine for Universal Predictive Analysis

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Oct 21, 2024
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