@article{acomprehensiveanalysisonllmbasednode,
  title = {When Do LLMs Help With Node Classification? A Comprehensive Analysis},
  author = {Xixi Wu and Yifei Shen and Fangzhou Ge and Caihua Shan and Yizhu Jiao and Xiangguo Sun and Hong Cheng},
  year = {2025},
  eprint = {2502.00829},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2502.00829v2},
}