Zibin Zheng

Achieve near-perfect compilation rates in automated C-to-Rust translation by combining build-aware skeleton graphs with retrieval-augmented generation from historical migration data, slashing repair overhead by 60%.

LLMs struggle with new code frameworks because they lack training data capturing codebase relationships, but this work shows how to synthesize reasoning-aware data from code graphs to dramatically improve performance.