@misc{ao2025lightprof, title={LightPROF: A Lightweight Reasoning Framework for Large Language Model on Knowledge Graph}, author={Tu Ao and Yanhua Yu and Yuling Wang and Yang Deng and Zirui Guo and Liang Pang and Pinghui Wang and Tat-Seng Chua and Xiao Zhang and Zhen Cai}, year={2025}, eprint={2504.03137}, archivePrefix={arXiv}, primaryClass={cs.AI}, url={https://arxiv.org/abs/2504.03137} }