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Shaoyin Cheng

2 accepted papers

2025

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

IJCAI 2025

Binary analysis is crucial for software security, offering insights into compiled programs without source code. As large language models (LLMs) excel in language tasks, their potential for complex decoding binary data structures is growing. However, the lack of standardized benchmarks hinders their

Cited by 0SourcePDFScholar
2025

CompileAgent: Automated Real-World Repo-Level Compilation with Tool-Integrated LLM-based Agent System

ACL 2025long

With open-source projects growing in size and complexity, manual compilation becomes tedious and error-prone, highlighting the need for automation to improve efficiency and accuracy. However, the complexity of compilation instruction search and error resolution makes automatic compilation challengin…