GraphLLM: A General Framework for Multi-hop Question Answering over Knowledge Graphs Using Large Language Models. - Zijian Qiao; Nan Li; Chenxi Huang; Gangliang Wang; Shenglin Liang; Hui Lin; Qinglang Guo (NLPCC (1), 2024)

MSKE-LLM: Multi-Stage Knowledge Enhancement Policy Question-Answering Large Language Model. - Gangliang Wang; Zijian Qiao; Qinglang Guo; Shenglin Liang; Hui Lin; Chunyao Yang (CSCWD, 2025)