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Huan Li

Beyond Fixed Variables: Expanding-variate Time Series Forecasting via Flat Scheme and Spatio-temporal Focal Learning

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Feb 21, 2025
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Not All Data are Good Labels: On the Self-supervised Labeling for Time Series Forecasting

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Feb 21, 2025
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Train Small, Infer Large: Memory-Efficient LoRA Training for Large Language Models

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Feb 19, 2025
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Preventing the Popular Item Embedding Based Attack in Federated Recommendations

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Feb 18, 2025
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Time-VLM: Exploring Multimodal Vision-Language Models for Augmented Time Series Forecasting

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Feb 06, 2025
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Mixture of neural fields for heterogeneous reconstruction in cryo-EM

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Dec 12, 2024
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Convergence Rate Analysis of LION

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Nov 12, 2024
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KcMF: A Knowledge-compliant Framework for Schema and Entity Matching with Fine-tuning-free LLMs

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Oct 16, 2024
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An End-to-End Model for Time Series Classification In the Presence of Missing Values

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Aug 11, 2024
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Tabular Data Augmentation for Machine Learning: Progress and Prospects of Embracing Generative AI

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Jul 31, 2024
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