@article{beyondindividualintelligencesurveyingcol,
  title = {Beyond Individual Intelligence: Surveying Collaboration, Failure Attribution, and Self-Evolution in LLM-based Multi-Agent Systems},
  author = {Shihao Qi and Jie Ma and Rui Xing and Wei Guo and Xiao Huang and Zhitao Gao and Jianhao Deng and Jun Liu and Lingling Zhang and Bifan Wei and Boqian Yang and Pinghui Wang and Jianwen Sun and Jing Tao and Yaqiang Wu and Hui Liu and Yu Yao and Tongliang Liu},
  year = {2026},
  eprint = {2605.14892},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.14892},
}