2 papers
cs.SE2025
Fuzzwise: Intelligent Initial Corpus Generation for Fuzzing
Hridya Dhulipala, Xiaokai Rong, Aashish Yadavally +1
In mutation-based greybox fuzzing, generating high-quality input seeds for the initial corpus is essential for effective fuzzing. Rather than conducting separate phases for generat…
cs.CL2025
Large Language Model Critics for Execution-Free Evaluation of Code Changes
Aashish Yadavally, Hoan Nguyen, Laurent Callot +1
Large language models (LLMs) offer a promising way forward for automating software engineering tasks, such as bug fixes, feature additions, etc., via multi-step LLM-based agentic w…