AI4SE

LinkAnchor: An Autonomous LLM-Based Agent for Issue-to-Commit Link Recovery
Issue-to-commit link recovery in software repositories is fundamental to software traceability and project management, yet it remains a …
Arshia Akhavan, Alireza Hoseinpour, Abbas Heydarnoori, Hamid Bagheri, Mehdi Keshani
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An Empirical Analysis of Test Failures in AI-Generated Pull Requests
Recent advances in large language models (LLMs) and AI agents have enabled automated test generation to become a practical component of …
Alireza Hoseinpour, Sajjad Rezvani Boroujeni, Jashhvanth Tamilselvan Kunthavai, Kyle Cusimano, Abbas Heydarnoori
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LIA: Supervised Fine-Tuning of Large Language Models for Automatic Issue Assignment
Issue assignment is a critical process in software maintenance, where new issue reports are validated and assigned to suitable …
Arsham Khosravani, Alireza Hoseinpour, Arshia Akhavan, Mehdi Keshani, Abbas Heydarnoori
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