Author

Tomoji Kishi

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Jul 2026

Finetuning Lightweight LLMs for Control Flow Graph Generation

The experimental results show that, through fine-tuning, lightweight LLMs achieve promising results for CFG generation, particularly when the input code is incomplete or erroneous, and cross-language generalization capability on programming language not included in the fine-tuning data is demonstrated.

Hanyu Zhang, Tomoji Kishi · arXiv.org · 0 citations