Assessing the Effectiveness of Vulnerability Detection via Prompt Tuning: An Empirical Study. - Guilong Lu; Xiaolin Ju; Xiang Chen 005; Shaoyu Yang 002; Liang Chen; Hao Shen 011 (APSEC, 2023)

APICom: Automatic API Completion via Prompt Learning and Adversarial Training-based Data Augmentation. - Yafeng Gu; Yiheng Shen 002; Xiang Chen 005; Shaoyu Yang 002; Yiling Huang; Zhixiang Cao (Internetware, 2023)

QTC4SO: Automatic Question Title Completion for Stack Overflow. - Yanlin Zhou; Shaoyu Yang 002; Xiang Chen 005; Zichen Zhang 018; Jiahua Pei (ICPC, 2023)

Automatic bi-modal question title generation for Stack Overflow with prompt learning. - Shaoyu Yang 002; Xiang Chen 005; Ke Liu; Guang Yang 019; Chi Yu (Empir. Softw. Eng., 2024)

Automatic title completion for Stack Overflow posts and GitHub issues. - Xiang Chen 005; Wenlong Pei; Shaoyu Yang 002; Yanlin Zhou; Zichen Zhang 018; Jiahua Pei (Empir. Softw. Eng., 2024)

Deep Learning Framework Testing via Model Mutation: How Far Are We? - Yanzhou Mu; Rong Wang; Juan Zhai; Chunrong Fang; Xiang Chen 005; Zhiyuan Peng; Peiran Yang; Ruixiang Qian; Shaoyu Yang 002; Zhenyu Chen 001 (CoRR, 2025)

May the Feedback Be with You! Unlocking the Power of Feedback-Driven Deep Learning Framework Fuzzing via LLMs. - Shaoyu Yang 002; Chunrong Fang; Haifeng Lin; Xiang Chen 005; Zhenyu Chen 001 (CoRR, 2025)

Improving prompt tuning-based software vulnerability assessment by fusing source code and vulnerability description. - Jiyu Wang; Xiang Chen 005; Wenlong Pei; Shaoyu Yang 002 (Autom. Softw. Eng., 2025)