Xiuwei Shang

According to our database, Xiuwei Shang authored at least 23 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Can LLMs Deobfuscate Binary Code? A Systematic Analysis of Large Language Models into Pseudocode Deobfuscation.

Li Hu, Xiuwei Shang, Jieke Shi, Shaoyin Cheng, Junqi Zhang, Gangyang Li, Zhou Yang, Weiming Zhang, David Lo

CoRR, April, 2026

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, Wei Ming Zhang, Nenghai Yu

Empir. Softw. Eng., February, 2026

FoC: Figure Out the Cryptographic Functions in Stripped Binaries with LLMs.

Xiuwei Shang, Guoqiang Chen, Shaoyin Cheng, Shikai Guo, Yanming Zhang, Weiming Zhang, Nenghai Yu

ACM Trans. Softw. Eng. Methodol., January, 2026

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, Nenghai Yu

CoRR, May, 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, Nenghai Yu

CoRR, May, 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, Nenghai Yu

CoRR, March, 2025

AutoPT: How Far Are We From the Fully Automated Web Penetration Testing?

Benlong Wu, Guoqiang Chen, Kejiang Chen, Xiuwei Shang, Jiapeng Han, Yanru He, Weiming Zhang, Nenghai Yu

IEEE Trans. Inf. Forensics Secur., 2025

MMPro: A Decoupled Perception-Thinking-Execution Framework for Secure GUI Agent.

Benlong Wu, Yuang Qi, Xiuwei Shang, Weiming Zhang, Nenghai Yu, Kejiang Chen

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

PseudoFix: Refactoring Distorted Structures in Decompiled C Pseudocode.

Gangyang Li, Xiuwei Shang, Shaoyin Cheng, Junqi Zhang, Li Hu, Xu Zhu, Weiming Zhang, Nenghai Yu

Proceedings of the 40th IEEE/ACM International Conference on Automated Software Engineering, 2025

BinMetric: A Comprehensive Binary Code Analysis Benchmark for Large Language Models.

Xiuwei Shang, Guoqiang Chen, Shaoyin Cheng, Benlong Wu, Li Hu, Gangyang Li, Weiming Zhang, Nenghai Yu

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

WelkIR: Flow-Sensitive Pre-trained Embeddings from Compiler IR for Vulnerability Detection.

Hao Huang, Xiuwei Shang, Junqi Zhang, Shaoyin Cheng, Weiming Zhang, Nenghai Yu

Proceedings of the Computer Security - ESORICS 2025, 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, LiGangyang LiGangyang, Xu Zhu, Weiming Zhang, Nenghai Yu

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

Analyzing and Detecting Information Types of Developer Live Chat Threads.

Xiuwei Shang, Shuai Zhang, Yitong Zhang, Shikai Guo, Yulong Li, Rong Chen, Hui Li, Xiaochen Li, He Jiang

ACM Trans. Softw. Eng. Methodol., June, 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, 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, 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, Nenghai Yu

CoRR, 2024

FoC: Figure out the Cryptographic Functions in Stripped Binaries with LLMs.

Guoqiang Chen, Xiuwei Shang, Shaoyin Cheng, Yanming Zhang, Weiming Zhang, Nenghai Yu

CoRR, 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, Nenghai Yu

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 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, Nenghai Yu

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 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, Nenghai Yu

Proceedings of the IEEE International Conference on Software Maintenance and Evolution, 2024

RealVul: Can We Detect Vulnerabilities in Web Applications with LLM?

Di Cao, Yong Liao, Xiuwei Shang

Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing, 2024

2023

An data augmentation method for source code summarization.

Zixuan Song, Hui Zeng, Xiuwei Shang, Guanxi Li, Hui Li, Shikai Guo

Neurocomputing, September, 2023

2022

Do Not Have Enough Data? An Easy Data Augmentation for Code Summarization.

Zixuan Song, Xiuwei Shang, Mengxuan Li, Rong Chen, Hui Li, Shikai Guo

Proceedings of the 13th IEEE International Symposium on Parallel Architectures, 2022