@inproceedings{yuan-etal-2025-llmsr, title = "{LLMSR}@{XLLM}25: Less is More: Enhancing Structured Multi-Agent Reasoning via Quality-Guided Distillation", author = "Yuan, Jiahao and Sun, Xingzhe and Yu, Xing and Wang, Jingwen and Du, Dehui and Cui, Zhiqing and Di, Zixiang", editor = "Fei, Hao and Tu, Kewei and Zhang, Yuhui and Hu, Xiang and Han, Wenjuan and Jia, Zixia and Zheng, Zilong and Cao, Yixin and Zhang, Meishan and Lu, Wei and Siddharth, N. and {\O}vrelid, Lilja and Xue, Nianwen and Zhang, Yue", booktitle = "Proceedings of the 1st Joint Workshop on Large Language Models and Structure Modeling (XLLM 2025)", month = aug, year = "2025", address = "Vienna, Austria", publisher = "Association for Computational Linguistics", url = "https://preview.aclanthology.org/landing_page/2025.xllm-1.23/", pages = "274--282", ISBN = "979-8-89176-286-2" }