works on
binary analysis 1code quality 1decompilation 1large language models 1reinforcement learning 1

From the 1 of 1 linked paper with an AI index.

collaborators

1 paper

cs.CR2026

D-LiFT: Improving LLM-based Decompiler Backend via Code Quality-driven Fine-tuning

Muqi Zou, Hongyu Cai, Hongwei Wu +9

The paper introduces D-LiFT, a system that fine‑tunes large language models with a code‑quality‑aware reinforcement learning approach to improve the accuracy and readability of dec…