@article{evothinkevolvingthinkinginlargereasoning, title = {EvoThink: Evolving Thinking in Large Reasoning Models via Self-Pruning and Aha-Moment Preference Optimization}, author = {Xinbang Dai and Zheyu Xin and Huikang Hu and Lin Ren and Rihui Jin and Guohui Xiao and Guilin Qi and Kuicai Dong and Zhaocheng Du and Yuyang Zhang}, year = {2026}, eprint = {2607.19962}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2607.19962}, }