@inproceedings{li-etal-2026-latent-reward, title = "Latent Reward Steering: An Adaptive Inference-Time Framework that Implicitly Promotes Cognitive Behaviors in Reasoning {LLM}s", author = "Li, Jiakang and Zhu, Guanyu and Jin, Can and Huang, Chenxi and Yu, Dexu and Chen, Ronghao and Zhou, Yang and Peng, Hongwu and Lan, Xuanqi and Metaxas, Dimitris N. and Li, Youhua", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {EMNLP} 2026", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.findings-emnlp.655/", pages = "13748--13767", ISBN = "979-8-89176-462-0" }