AI RESEARCH
ARISE: A Repository-level Graph Representation and Toolset for Agentic Fault Localization and Program Repair
arXiv CS.AI
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ArXi:2605.03117v1 Announce Type: cross Repository-level fault localization (FL) and automated program repair (APR) require an agent to identify the relevant code units across files, follow call and data dependencies, and generate a valid patch. Existing graph-based systems provide structural representations of repositories (files, classes, functions and their relationships) but do not model how variable values flow within procedures, leaving agents without the semantic precision needed for function- and line-level localization.