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Researcher

Zixuan Huang

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Author of the research paper on self-aware reasoning efficiency in large language models

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Self-Aware Reasoning Efficiency
hzx122.github.ioresearchpositiveFeb 24, 2026

SAGE, a self-aware sampling paradigm, enables large reasoning models to optimize their thinking process, achieving 2.1% average accuracy improvement and 44.1% token reduction on mathematical benchmarks.

“Author of the research paper on self-aware reasoning efficiency in large language models”

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