@inproceedings{liu-etal-2026-scale, title = "Scale-Aligned Reinforcement Learning for Adaptive Computation Allocation in Reasoning Language Models", author = "Liu, Yilin and Wang, Xuan and Yang, Zheng and Li, Zhuoran and Wan, Fan and Chen, Wu and Wang, Xiaojie", editor = "Zhang, Yue and Xu, Ruifeng and Purwarianti, Ayu and Rong, Tong and Suzuki, Jun", booktitle = "Findings of the {A}ssociation for {C}omputational {L}inguistics: {IJCNLP}-{AACL} 2026", month = nov, year = "2026", address = "Hengqin, China", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.findings-aacl.118/", pages = "2323--2337", ISBN = "979-8-89176-444-6" }