@article{graphwalkenablingreasoninginlargelanguag,
  title = {GraphWalk: Enabling Reasoning in Large Language Models through Tool-Based Graph Navigation},
  author = {Taraneh Ghandi and Hamidreza Mahyar and Shachar Klaiman},
  year = {2026},
  eprint = {2604.01610},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2604.01610},
}