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Oscar Chaparro

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Open access Oct 2026

Automated Program Repair for UI-Centric Android Bugs: How Far Are We?

Substantial research effort has been devoted to developing techniques for automated program repair (APR) that suggest patches for localized buggy code -- and more recent techniques have begun to leverage the capabilities of code-centric large language models (LLMs). However, the scope and diversity of bugs to which the...

Junayed Mahmud, Sparsh Pandey, N. De Silva et al. · 0 citations
Preprint Aug 2026

On Automated and Explainable Provenance of AI-Generated Code

It is argued that the next generation of CodeGenAI tools must be built on a foundation of explainable provenance: automated, post-hoc traceability that links generated code back to the prompt components, training data instances, global data features, and internal model components that caused its generation.

Alejandro Velasco, Nathan Wintersgill, Trevor Stalnaker et al. · 2 citations

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