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Jiyang Qiu

2 accepted papers

2025

MEGen: Generative Backdoor into Large Language Models via Model Editing

ACL 2025finding

Large language models (LLMs) have exhibited remarkable versatility and adaptability, while their widespread adoption across various applications also raises critical safety concerns.This paper focuses on the impact of backdoored LLMs. Traditional backdoor injection methods are primarily limited to y…

2024

On the Robustness of Editing Large Language Models

EMNLP 2024main

Large language models (LLMs) have played a pivotal role in building communicative AI, yet they encounter the challenge of efficient updates. Model editing enables the manipulation of specific knowledge memories and the behavior of language generation without retraining. However, the robustness of mo…