Author

Hui-Kang Hu

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Jul 2026

EvoThink: Evolving Thinking in Large Reasoning Models via Self-Pruning and Aha-Moment Preference Optimization

EvoThink is proposed, a framework that reduces redundant verification and encourages the exploration of new reasoning paths that not only substantially reduces inference-time token usage but also improves the reasoning capability of LRMs.

Xinbang Dai, Zheyu Xin, Hui-Kang Hu et al. · arXiv.org · 0 citations