Knowledge Graph Enhanced Large Language Model Editing. - Mengqi Zhang; Xiaotian Ye; Qiang Liu 006; Pengjie Ren; Shu Wu; Zhumin Chen (EMNLP, 2024)

Uncovering Overfitting in Large Language Model Editing. - Mengqi Zhang; Xiaotian Ye; Qiang Liu 006; Shu Wu; Pengjie Ren; Zhumin Chen (ICLR, 2025)

UIPE: Enhancing LLM Unlearning by Removing Knowledge Related to Forgetting Targets. - Wenyu Wang; Mengqi Zhang; Xiaotian Ye; Zhaochun Ren; Zhumin Chen; Pengjie Ren (CoRR, 2025)

Open Problems and a Hypothetical Path Forward in LLM Knowledge Paradigms. - Xiaotian Ye; Mengqi Zhang; Shu Wu (CoRR, 2025)

Disentangling Knowledge Representations for Large Language Model Editing. - Mengqi Zhang; Zisheng Zhou; Xiaotian Ye; Qiang Liu 006; Zhaochun Ren; Zhumin Chen; Pengjie Ren (CoRR, 2025)

LLM Unlearning Should Be Form-Independent. - Xiaotian Ye; Mengqi Zhang; Shu Wu (CoRR, 2025)