Author

Zeyu Wang

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#artificial intelligence Preprint Jun 2026

CARE: Context-Aware Ranking Evolution with Executable Scoring Programs for Budgeted Reaction Optimization

CARE is introduced, a reference-conditioned controller that separates program synthesis from experiment selection and attains the lowest normalized regret, the highest normalized best-so-far AUC, and the highest Top-1% Success@15 among the evaluated methods.

Guanyu Liu, Weiyi Kong, Chao Tang et al. · 1 citation

Preprint Aug 2026

MERA: Model Evolution and Routing with Skill Adaptation for Agentic Systems at Scale

Results indicate that verifier-backed multi-cycle adaptation can increase small-model capability, rather than only routing around a fixed student.

Yuhang Yao, Zeyu Wang, Wanyi Chen et al. · 0 citations