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Xinkai Huang

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Review Open access Aug 2026

Staged Fine-Tuning of Large Language Models for Multi-Level Space Station Operation Mission Planning

Results show that Staged-FT produces solutions close to traditional algorithms, RCRP achieves full hard constraint satisfaction in the emergency re-planning and logistics planning cases, and LGEV reduces the convergence generations of NSGA-III while improving Pareto-front quality.

Lu-Xin Xu, Ruiqing Ding, Xinkai Huang et al. · 0 citations

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