@article{bridgingthecapabilitygapjointalignmenttu, title = {Bridging the Capability Gap: Joint Alignment Tuning for Harmonizing LLM-based Multi-Agent Systems}, author = {Minghang Zhu and Zhengliang Shi and Zhiwei Xu and Shiguang Wu and Lingjie Wang and Pengjie Ren and Zhaochun Ren and Zhumin Chen}, year = {2025}, eprint = {2509.09629}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.09629}, }