A Survey of Reasoning with Foundation Models: Concepts, Methodologies, and Outlook

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Jiankai Sun, Chuanyang Zheng, Enze Xie, Zhengying Liu, Ruihang Chu, Jianing Qiu, Jiaqi Xu, Mingyu Ding, Hongyang Li, Mengzhe Geng, Yue Wu, Wenhai Wang, Junsong Chen, Zhangyue Yin, Xiaozhe Ren, Jie Fu, Junxian He, Wu Yuan, Qi Liu, Xihui Liu et al. (14 additional authors not shown)

Published: 2025, Last Modified: 24 Jan 2026ACM Comput. Surv. 2025EveryoneRevisionsBibTeXCC BY-SA 4.0