Large language model (LLM)-based agents have achieved notable success in repository-level issue resolution, yet existing frameworks still face two key bottlenecks: insufficient diversity among candidate repair solutions and limited ability to combine complementary strengths across candidate solutions. To address these...
Yi-Bo Wang, Guo-Tian Wang, Zhi-Hao Peng et al.· Proceedings of the 41st IEEE...· 0 citations
Software Composition Analysis (SCA) identifies reused third-party libraries (TPLs) and their dependencies, forming the basis of Software Bills of Materials (SBOMs) for securing software supply chain. Current C/C++ SCA techniques extract code features and match them against a TPL feature database. However, detection rec...
Mei-Qiu Xu, Xi-Bin Zhao, Wen-Xuan Yu et al.· Proceedings of the ACM on So...· 1 citation
Failing test generation is an important yet challenging task in software engineering. It involves searching a vast space to identify fault-triggering test inputs and the oracles that assert these faulty executions. Several approaches have been proposed for generating failing tests. Specifically, given a program-under-t...
Tsz-On Li, Xiao-Chuan Yan, De-Hui Yi et al.· Proceedings of the 41st IEEE...· 0 citations
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