@article{agenticreasoningforlargelanguagemodels, title = {Agentic Reasoning for Large Language Models}, author = {Tianxin Wei and Ting-Wei Li and Zhining Liu and Xuying Ning and Ze Yang and Jiaru Zou and Zhichen Zeng and Ruizhong Qiu and Xiao Lin and Dongqi Fu and Zihao Li and Mengting Ai and Duo Zhou and Wenxuan Bao and Yunzhe Li and Gaotang Li and Cheng Qian and Yu Wang and Xiangru Tang and Yin Xiao and Liri Fang and Hui Liu and Xianfeng Tang and Yuji Zhang and Chi Wang and Jiaxuan You and Heng Ji and Hanghang Tong and Jingrui He}, year = {2026}, eprint = {2601.12538}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2601.12538}, }