@article{reasoningwithgraphsstructuringimplicit, title = {Reasoning with Graphs: Structuring Implicit Knowledge to Enhance LLMs Reasoning}, author = {Haoyu Han and Yaochen Xie and Xianfeng Tang and Sreyashi Nag and William Headden and Hui Liu and Yang Li and Chen Luo and Shuiwang Ji and Qi He and Jiliang Tang}, year = {2025}, eprint = {2501.07845}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2501.07845v1}, }