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Haoxin Liu

A Picture is Worth A Thousand Numbers: Enabling LLMs Reason about Time Series via Visualization

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Nov 09, 2024
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Just Propagate: Unifying Matrix Factorization, Network Embedding, and LightGCN for Link Prediction

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Oct 26, 2024
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TSI-Bench: Benchmarking Time Series Imputation

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Jun 18, 2024
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Time-Series Forecasting for Out-of-Distribution Generalization Using Invariant Learning

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Jun 13, 2024
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Time-MMD: A New Multi-Domain Multimodal Dataset for Time Series Analysis

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Jun 12, 2024
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LSTPrompt: Large Language Models as Zero-Shot Time Series Forecasters by Long-Short-Term Prompting

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Feb 25, 2024
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Few-Shot Learning for Chronic Disease Management: Leveraging Large Language Models and Multi-Prompt Engineering with Medical Knowledge Injection

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Jan 16, 2024
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Domain-Irrelevant Representation Learning for Unsupervised Domain Generalization

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Jul 13, 2021
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