A Method for Discovering Hidden Patterns of Cybersecurity Knowledge Based on Hierarchical Clustering. - Zhaoyun Ding; Deqi Cao; Lina Liu 011; Donghua Yu; Haoyang Ma; Fei Wang (DSC, 2021)

Pre-training Fine-tuning data Enhancement method based on active learning. - Deqi Cao; Zhaoyun Ding; Fei Wang; Haoyang Ma (TrustCom, 2022)

Overlapping Entity Relation Extraction for Cybersecurity Based on Complex Tagging and Rule-Enhanced Prompt Learning. - Zhaoyun Ding; Fei Wang 071; Fan Wu 014; Lehai Xin; Kai Liu 037; Deqi Cao (IEEE Trans. Cogn. Commun. Netw., 2025)