A Solution to Dimensionality Curse of BP Network in Pattern Recognition Based on RS Theory. - Haiou Qin; Shixi Tang (CSO (1), 2009)

An Efficient Perpetual Learning Algorithm. - Haiou Qin; Du Zhang; Xibin Sun; Jiahua Tang; Jun Peng (Int. J. Artif. Intell. Tools, 2019)

A Perpetual Learning Algorithm That Incrementally Improves Performance With Deliberation. - Haiou Qin; Du Zhang (IEEE Access, 2020)

Bridging the Last-Mile Gap in Network Security via Generating Intrusion-Specific Detection Patterns through Machine Learning. - Xibin Sun; Du Zhang; Haiou Qin; Jiahua Tang (Secur. Commun. Networks, 2022)

Maximal Information Coefficient-Based Undersampling Method for Highly-Imbalanced Learning. - Haiou Qin (IEEE Access, 2025)