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arXiv — cs.AI

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

Long-term Time Series Forecasting (LTSF) tasks, which leverage the current data sequence as input to predict the future sequence, have become increasingly crucial in real-world applications such as weather forecasting and planning of electricity consumption. However,…

arXiv — cs.AIBy: Kwangryeol Park, Jaeho Kim, Seulki LeeOctober 9, 2026 (Oct 9)
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  • Long-term Time Series Forecasting (LTSF) tasks, which leverage the current data sequence as input to predict the future sequence, have become increasingly crucial in real-world applications such as weather forecasting and planning of electricity consumption. However,…
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AliO: Output Alignment Matters in Long-Term Time Series Forecasing

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