2 papers
cs.CL2026
Large Language Models for Programming: Actually Fixing or Reimplementing Incorrect Code?
Alexandru Stefan Stoica, Traian Rebedea, Marian Cristian Mihaescu
Recent studies have shown that Large Language Models can effectively solve problems and fix bugs in diverse programming environments, including competitive programming. Existing ap…
cs.SE2026
SmellBench: Evaluating LLM Agents on Architectural Code Smell Repair
Ion George Dinu, Marian Cristian Mihăescu, Traian Rebedea
Architectural code smells erode software maintainability and are costly to repair manually, yet unlike localized bugs, they require cross-module reasoning about design intent that…