FixConsult: Leveraging External Defect Knowledge Driven Natural Language Suggestions Generation for Software Vulnerability Repair. - Gang Hu; Linhui Geng; Jiayao Jin; Xiaoshu Sun; Min Peng (APSEC, 2025)

A Multi-Model Hybrid Framework Leveraging Query Expansion without Fine-Tuning for Zero-Shot Cross-Domain Code Search. - Gang Hu; Jiayao Jin; Fan Su; Linhui Geng; Fei Yang; Min Peng (APSEC, 2025)