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Dongjin Song

Multi-modal Time Series Analysis: A Tutorial and Survey

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Mar 17, 2025
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Cross-platform Prediction of Depression Treatment Outcome Using Location Sensory Data on Smartphones

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Mar 10, 2025
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Explainable Multi-modal Time Series Prediction with LLM-in-the-Loop

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Mar 02, 2025
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Harnessing Vision Models for Time Series Analysis: A Survey

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Feb 13, 2025
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From Dense to Sparse: Event Response for Enhanced Residential Load Forecasting

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Jan 08, 2025
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Learning System Dynamics without Forgetting

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Jun 30, 2024
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Foundation Models for Time Series Analysis: A Tutorial and Survey

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Mar 21, 2024
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Online GNN Evaluation Under Test-time Graph Distribution Shifts

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Mar 15, 2024
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$\textbf{S}^2$IP-LLM: Semantic Space Informed Prompt Learning with LLM for Time Series Forecasting

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Mar 09, 2024
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Weakly Supervised Change Detection via Knowledge Distillation and Multiscale Sigmoid Inference

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Mar 09, 2024
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