Author

Yuxuan Liu

2 papers indexed here

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Preprint Oct 2026

SkillCycle: Co-Evolving Agent Policies and Skill Banks

Results show that continually revising skill guidance as the agent's capabilities change helps transform external skills into policy capabilities that require no skill inputs at inference.

Ling Li, Qiu-Yu Shen, Zheng Jiang et al. · 0 citations

#artificial intelligence Preprint Oct 2026

ChronoScribe: Semantic-Numerical Specialization for Instruction-Driven Time Series Forecasting

The results support ChronoScribe's division of labor, in which the LLM handles interpretation, configuration, and communication while the TSFM handles numerical forecasting.

Yu-Chen Jiao, Miao Zhang, Yuxuan Liu et al. · 0 citations