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2020 – today
- 2026
[i7]Chi Zhang, Mengqi Zhang, Xiaotian Ye, Runxi Cheng, Zisheng Zhou, Ying Zhou, Pengjie Ren, Zhumin Chen:
Spectral Characterization and Mitigation of Sequential Knowledge Editing Collapse. CoRR abs/2601.11042 (2026)- 2025
- [c4]Mengqi Zhang, Bowen Fang, Qiang Liu, Xiaotian Ye, Shu Wu, Pengjie Ren, Zhumin Chen, Liang Wang:
KELE: Residual Knowledge Erasure for Enhanced Multi-hop Reasoning in Knowledge Editing. EMNLP (Findings) 2025: 24537-24552 - [c3]Wenyu Wang, Mengqi Zhang, Xiaotian Ye, Zhaochun Ren, Pengjie Ren, Zhumin Chen:
UIPE: Enhancing LLM Unlearning by Removing Knowledge Related to Forgetting Targets. EMNLP (Findings) 2025: 25212-25227 - [c2]Mengqi Zhang, Xiaotian Ye, Qiang Liu, Shu Wu, Pengjie Ren, Zhumin Chen:
Uncovering Overfitting in Large Language Model Editing. ICLR 2025 - [i6]Wenyu Wang, Mengqi Zhang, Xiaotian Ye, Zhaochun Ren, Zhumin Chen, Pengjie Ren:
UIPE: Enhancing LLM Unlearning by Removing Knowledge Related to Forgetting Targets. CoRR abs/2503.04693 (2025) - [i5]Xiaotian Ye, Mengqi Zhang, Shu Wu:
Open Problems and a Hypothetical Path Forward in LLM Knowledge Paradigms. CoRR abs/2504.06823 (2025) - [i4]Mengqi Zhang, Zisheng Zhou, Xiaotian Ye, Qiang Liu, Zhaochun Ren, Zhumin Chen, Pengjie Ren:
Disentangling Knowledge Representations for Large Language Model Editing. CoRR abs/2505.18774 (2025) - [i3]Xiaotian Ye, Mengqi Zhang, Shu Wu:
LLM Unlearning Should Be Form-Independent. CoRR abs/2506.07795 (2025) - 2024
- [c1]Mengqi Zhang, Xiaotian Ye, Qiang Liu, Pengjie Ren, Shu Wu, Zhumin Chen:
Knowledge Graph Enhanced Large Language Model Editing. EMNLP 2024: 22647-22662 - [i2]Mengqi Zhang, Xiaotian Ye, Qiang Liu, Pengjie Ren, Shu Wu, Zhumin Chen:
Knowledge Graph Enhanced Large Language Model Editing. CoRR abs/2402.13593 (2024) - [i1]Mengqi Zhang, Xiaotian Ye, Qiang Liu, Pengjie Ren, Shu Wu, Zhumin Chen:
Uncovering Overfitting in Large Language Model Editing. CoRR abs/2410.07819 (2024)
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