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Liliana Hotsko

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#artificial intelligence Jun 2026

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

This work introduces Code2LoRA, a hypernetwork framework that generates repository-specific LoRA adapters, effectively injecting repository knowledge with zero inference-time token overhead, and evaluates Code2LoRA against parameter-efficient fine-tuning baselines.

Liliana Hotsko, Yin-Xi Li, Yun-Tian Deng et al. · arXiv.org · 6 citations