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cs.SE2026
Efficient Code Analysis via Graph Representation Learning-Guided Large Language Models
Hang Gao, Tao Peng, Baoquan Cui +4
Large Language Models (LLMs) have significantly advanced code analysis tasks, yet they struggle to detect malicious behaviors fragmented across files, whose intricate dependencies…
cs.SE2025
An Empirical Study: MEMS as a Static Performance Metric
Liwei Zhang, Baoquan Cui, Xutong Ma +1
Static performance estimation is essential during compile-time analysis, yet traditional runtime-based methods are costly and platform-dependent. We investigate mems, the number of…
cs.SE2025
JustinANN: Realistic Test Generation for Java Programs Driven by Annotations
Baoquan Cui, Rong Qu, Jian Zhang
Automated test case generation is important. However, the automatically generated test input does not always make sense, and the automated assertion is difficult to validate agains…