@article{aqueryawaremultipathknowledgegraphfusion, title = {A Query-Aware Multi-Path Knowledge Graph Fusion Approach for Enhancing Retrieval-Augmented Generation in Large Language Models}, author = {Qikai Wei and Huansheng Ning and Chunlong Han and Jianguo Ding}, year = {2025}, eprint = {2507.16826}, archivePrefix = {arXiv}, url = {https://arxiv.org/abs/2507.16826}, }