Commonsense knowledge powered heterogeneous graph attention networks for semi-supervised short text classification. - Mingqiang Wu (Expert Syst. Appl., 2023)

Multi-source graph contrastive learning with dual-level dynamic fusion of structure and feature for inductive semi-supervised short text classification. - Mingqiang Wu (Appl. Soft Comput., 2025)

Heterogeneous graph contrastive learning with adaptive data augmentation for semi-supervised short text classification. - Mingqiang Wu; Zhuoming Xu; Lei Zheng (Expert Syst. J. Knowl. Eng., 2025)

You Only Train Once: A Flexible Training Framework for Code Vulnerability Detection Driven by Vul-Vector. - Bowen Tian; Zhengyang Xu; Mingqiang Wu; Songning Lai; Yutai Yue (CoRR, 2025)