Do Not Have Enough Data? An Easy Data Augmentation for Code Summarization. - Zixuan Song; Xiuwei Shang; Mengxuan Li 005; Rong Chen 003; Hui Li 014; Shikai Guo (PAAP, 2022)

An data augmentation method for source code summarization. - Zixuan Song; Hui Zeng; Xiuwei Shang; Guanxi Li; Hui Li 014; Shikai Guo (Neurocomputing, 2023)

RealVul: Can We Detect Vulnerabilities in Web Applications with LLM? - Di Cao; Yong Liao; Xiuwei Shang (EMNLP, 2024)

How Far Have We Gone in Binary Code Understanding Using Large Language Models. - Xiuwei Shang; Shaoyin Cheng; Guoqiang Chen; Yanming Zhang; Li Hu; Xiao Yu; Gangyang Li; Weiming Zhang 001; Nenghai Yu (ICSME, 2024)

SemGIR: Semantic-Guided Image Regeneration Based Method for AI-generated Image Detection and Attribution. - Xiao Yu; Kejiang Chen; Kai Zeng; Han Fang; Zijin Yang; Xiuwei Shang; Yuang Qi; Weiming Zhang 001; Nenghai Yu (ACM Multimedia, 2024)

DPIC: Decoupling Prompt and Intrinsic Characteristics for LLM Generated Text Detection. - Xiao Yu; Yuang Qi; Kejiang Chen; Guoqiang Chen; Xi Yang; Pengyuan Zhu; Xiuwei Shang; Weiming Zhang 001; Nenghai Yu (NeurIPS, 2024)

FoC: Figure out the Cryptographic Functions in Stripped Binaries with LLMs. - Guoqiang Chen; Xiuwei Shang; Shaoyin Cheng; Yanming Zhang; Weiming Zhang 001; Nenghai Yu (CoRR, 2024)

How Far Have We Gone in Stripped Binary Code Understanding Using Large Language Models. - Xiuwei Shang; Shaoyin Cheng; Guoqiang Chen; Yanming Zhang; Li Hu; Xiao Yu; Gangyang Li; Weiming Zhang 001; Nenghai Yu (CoRR, 2024)

Binary Code Similarity Detection via Graph Contrastive Learning on Intermediate Representations. - Xiuwei Shang; Li Hu; Shaoyin Cheng; Guoqiang Chen; Benlong Wu; Weiming Zhang 001; Nenghai Yu (CoRR, 2024)

AutoPT: How Far Are We from the End2End Automated Web Penetration Testing? - Benlong Wu; Guoqiang Chen; Kejiang Chen; Xiuwei Shang; Jiapeng Han; Yanru He; Weiming Zhang 001; Nenghai Yu (CoRR, 2024)

Analyzing and Detecting Information Types of Developer Live Chat Threads. - Xiuwei Shang; Shuai Zhang; Yitong Zhang; Shikai Guo; Yulong Li; Rong Chen 003; Hui Li 014; Xiaochen Li; He Jiang 001 (ACM Trans. Softw. Eng. Methodol., 2024)

CompileAgent: Automated Real-World Repo-Level Compilation with Tool-Integrated LLM-based Agent System. - Li Hu; Guoqiang Chen; Xiuwei Shang; Shaoyin Cheng; Benlong Wu; LiGangyang LiGangyang; Xu Zhu; Weiming Zhang 001; Nenghai Yu (ACL (1), 2025)

Beyond the Edge of Function: Unraveling the Patterns of Type Recovery in Binary Code. - Gangyang Li; Xiuwei Shang; Shaoyin Cheng; Junqi Zhang; Li Hu; Xu Zhu; Weiming Zhang 001; Nenghai Yu (CoRR, 2025)

An Empirical Study on the Effectiveness of Large Language Models for Binary Code Understanding. - Xiuwei Shang; Zhenkan Fu; Shaoyin Cheng; Guoqiang Chen; Gangyang Li; Li Hu; Weiming Zhang 001; Nenghai Yu (CoRR, 2025)

CompileAgent: Automated Real-World Repo-Level Compilation with Tool-Integrated LLM-based Agent System. - Li Hu; Guoqiang Chen; Xiuwei Shang; Shaoyin Cheng; Benlong Wu; Gangyang Li; Xu Zhu; Weiming Zhang 001; Nenghai Yu (CoRR, 2025)

BinMetric: A Comprehensive Binary Analysis Benchmark for Large Language Models. - Xiuwei Shang; Guoqiang Chen; Shaoyin Cheng; Benlong Wu; Li Hu; Gangyang Li; Weiming Zhang 001; Nenghai Yu (CoRR, 2025)