LightPROF: A Lightweight Reasoning Framework for Large Language Model on Knowledge Graph. - Tu Ao; Yanhua Yu; Yuling Wang; Yang Deng 002; Zirui Guo; Liang Pang 001; Pinghui Wang; Tat-Seng Chua; Xiao Zhang 046; Zhen Cai (AAAI, 2025)