@article{zeroshotgraphreasoningviaretrievalaugmen, title = {Zero-shot Graph Reasoning via Retrieval Augmented Framework with LLMs}, author = {Hanqing Li and Kiran Sheena Jyothi and Henry Liang and Sharika Mahadevan and Diego Klabjan}, year = {2025}, eprint = {2509.12743}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2509.12743}, }