@article{lessismorelearninggraphtaskswithjustllms,
  title = {Less is More: Learning Graph Tasks with Just LLMs},
  author = {Sola Shirai and Kavitha Srinivas and Julian Dolby and Michael Katz and Horst Samulowitz and Shirin Sohrabi},
  year = {2025},
  eprint = {2508.10115},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2508.10115},
}