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Sponsored AI Networking Cookbook: Practical recipes for AI-assisted network automation and development AI Networking Cookbook: Practical recipes for AI-assisted network automation and development

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Kwangryeol Park

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#artificial intelligence Open access Oct 2026

AliO: Output Alignment Matters in Long-Term Time Series Forecasting

AliO (Align Outputs), a novel approach designed to improve the output alignment of LTSF models by reducing the discrepancies between prediction outputs for the same timestamps in both the time and frequency domains, increases the reliability of the LTSF models, making them more applicable in real-world scenarios.

Kwangryeol Park, Jaeho Kim, Seulki Lee · 2 citations

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