Imperfect Code Generation: Uncovering Weaknesses in Automatic Code Generation by Large Language Models. - Xiaoli Lian; Shuaisong Wang; Jieping Ma; Xin Tan 003; Fang Liu 032; Lin Shi 006; Cuiyun Gao; Li Zhang 029 (ICSE Companion, 2024)

Uncovering Weaknesses in Neural Code Generation. - Xiaoli Lian; Shuaisong Wang; Jieping Ma; Fang Liu 032; Xin Tan 003; Li Zhang 029; Lin Shi 006; Cuiyun Gao (CoRR, 2024)

Incorporating Verification Standards for Security Requirements Generation from Functional Specifications. - Xiaoli Lian; Shuaisong Wang; Hanyu Zou; Fang Liu 032; Jiajun Wu 004; Li Zhang 029 (Proc. ACM Softw. Eng., 2025)

Vision to Specification: Automating the Transition from Conceptual Features to Functional Requirements. - Xiaoli Lian; Jiajun Wu 004; Xiaoyun Gao; Shuaisong Wang; Li Zhang 029 (CoRR, 2025)