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Code2LoRA: Hypernetwork-Generated Adapters for Code Language Models under Software Evolution

Published • Jun 4, 2026
Authors:
Liliana Hotsko
,
Yinxi Li
,
Yuntian Deng

Abstract

Code language models need repository-level context to resolve imports, APIs, and project conventions. Existing methods inject this knowledge as long inputs (retrieved through RAG or dependency analysis) or through per-repository fine-tuning and LoRA -- costly at repository scale and brittle to evolv...

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