@article{llmsrxllm25lessismoreenhancing, title = {LLMSR@XLLM25: Less is More: Enhancing Structured Multi-Agent Reasoning via Quality-Guided Distillation}, author = {Jiahao Yuan and Xingzhe Sun and Xing Yu and Jingwen Wang and Dehui Du and Zhiqing Cui and Zixiang Di}, year = {2025}, eprint = {2504.16408}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2504.16408v2}, }