@article{xmastowardsbuildingmultiagentsystems,
  title = {X-MAS: Towards Building Multi-Agent Systems with Heterogeneous LLMs},
  author = {Rui Ye and Xiangrui Liu and Qimin Wu and Xianghe Pang and Zhenfei Yin and Lei Bai and Siheng Chen},
  year = {2025},
  eprint = {2505.16997},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2505.16997v1},
}