@inproceedings{jin-etal-2026-evolution, title = "When Evolution Meets Momentum: Orchestrating Goal-oriented and Process-oriented reasoning for {LLM} Inference Scaling", author = "Jin, Mingyu and Chen, Haifeng and Chen, Yuanzhou and Light, Jonathan and Yu, Wenchao and Cheng, Wei", editor = "Lee, Hung-Yi and Dev, Sunipa and Li, Jessy and Elliott, Desmond", booktitle = "Proceedings of the 2026 Conference on Empirical Methods in Natural Language Processing", month = oct, year = "2026", address = "Budapest, Hungary", publisher = "Association for Computational Linguistics", url = "https://aclanthology.org/2026.emnlp-main.795/", pages = "18454--18489", ISBN = "979-8-89176-459-0" }