MSG-LLM: A Multi-scale Interactive Framework for Graph-enhanced Large Language Models. - Jiayu Ding; Zhangkai Zheng; Benshuo Lin; Yun Xue; Yiping Song (COLING, 2025)

Knowledge based attribute completion for heterogeneous graph node classification. - Haibo Yu; Zhangkai Zheng; Yun Xue; Yiping Song; Zhuoming Liang (Neurocomputing, 2025)