works on
knowledge distillation 1large language models 1model alignment 1plug-and-play adaptation 1safety 1

From the 1 of 2 linked papers with an AI index.

most citedDecoupled Alignment for Robust Plug-and-Play Adaptation

1 citations · 1 across the 1 of their papers we have counts for

collaborators

2 papers

cs.CL2026★ 1 cited

Decoupled Alignment for Robust Plug-and-Play Adaptation

Haozheng Luo, Jiahao Yu, Wenxin Zhang +9

The paper proposes a training-free, plug-and-play method that uses knowledge distillation and model fusion to correct misaligned (shadow-aligned) large language models, improving s…

cs.SE2025

Lifecycle-Aware code generation: Leveraging Software Engineering Phases in LLMs

Xing Xing, Wei Wang, Lipeng Ma +2

Recent progress in large language models (LLMs) has advanced automatic code generation, yet most approaches rely on direct, single-step translation from problem descriptions to cod…