Judge and Improve: Towards a Better Reasoning of Knowledge Graphs with Large Language Models. - Mo Zhiqiang; Yang Hua; Jiahui Li; Yuan Liu; Shawn Wong; Jianmin Huang (EMNLP, 2025)