Enhancing Deep Learning Vulnerability Detection through Imbalance Loss Functions: An Empirical Study. - Yanzhong He; Guancheng Lin; Xiaoxue Ma; Jacky Wai Keung; Cheng Tan; Wenhua Hu; Fuyang Li (Internetware, 2024)

On the value of imbalance loss functions in enhancing deep learning-based vulnerability detection. - Xiaoxue Ma; Yanzhong He; Jacky Keung; Cheng Tan; Chuanxiang Ma; Wenhua Hu; Fuyang Li (Expert Syst. Appl., 2025)