Shahd Seddik, Fatemeh Fard
Software Engineering Empirical Research Radar
ARISE: A Repository-level Graph Representation and Toolset for Agentic Fault Localization and Program Repair
Paper detail page in SEER Radar.
arXiv 2026
Debugging / Fault Localization / Diagnosis / Repair; Program Analysis / Verification / Formal Methods; AI / LLM for SE
Abstract / Summary
ARISE equips an agent with a multi-granularity repository graph and statement-level definition-use edges. On SWE-bench Lite it improves Function Recall@1 by 17 points and Line Recall@1 by 15 points over the unmodified SWE-agent baseline, reaching 22% Pass@1.
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