A vulnerability detection algorithm based on residual graph attention networks for source code imbalance (RGAN). - Mingwei Tang; Wei Tang; Qingchi Gui; Jie Hu 007; Mingfeng Zhao (Expert Syst. Appl., 2024)

Jointly Learning Type-Aware Relations and Inter-Aspect with Graph Convolutional Networks for Aspect Sentiment Analysis. - Liansong Zong; Dongfeng Hu; Qingchi Gui; Pengfei Zhang; Jie Wang (Neural Process. Lett., 2025)