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-aware interaction networks for domain-adaptive end-to-end aspect-based sentiment analysis. - Benshuo Lin; Zehong Lin; Fenghuan Li; Zhuoming Liang; Zihao Lu; Yun Xue (Int. J. Mach. Learn. Cybern., 2025)