AI RESEARCH
KCoEvo: A Knowledge Graph Augmented Framework for Evolutionary Code Generation
arXiv CS.CL
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ArXi:2603.07581v1 Announce Type: cross Code evolution is inevitable in modern software development. Changes to third-party APIs frequently break existing code and complicate maintenance, posing practical challenges for developers. While large language models (LLMs) have shown promise in code generation, they struggle to reason without a structured representation of these evolving relationships, often leading them to produce outdated APIs or invalid outputs.