@inproceedings{cui-etal-2026-reward, title = "A Reward-Guided Dual-Phase Framework for Adaptive Inference-Time Reasoning", author = "Cui, Yingqian and Dai, Zhenwei and He, Pengfei and He, Bing and Liu, Hui and Shi, Zhan and Tang, Xianfeng and Zeng, Jingying and Wang, Suhang and Xing, Yue and Tang, Jiliang and Dumoulin, Benoit", editor = "Liakata, Maria and Moreira, Viviane P. and Zhang, Jiajun and Jurgens, David", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {ACL} 2026", month = jul, year = "2026", address = "San Diego, California, United States", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/ingest-acl/2026.findings-acl.511/", pages = "10506--10531", ISBN = "979-8-89176-395-1" }