Mechanistic Circuit-Based Knowledge Editing in Large Language Models
Fuente:
arXiv
Saved in:
| Main Authors: | Zhao, Tianyi, He, Yinhan, Zheng, Wendy, Chen, Chen |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Wired for Overconfidence: A Mechanistic Perspective on Inflated Verbalized Confidence in LLMs
by: Zhao, Tianyi, et al.
Published: (2026)
by: Zhao, Tianyi, et al.
Published: (2026)
Reforming the Mechanism: Editing Reasoning Patterns in LLMs with Circuit Reshaping
by: Lei, Zhenyu, et al.
Published: (2026)
by: Lei, Zhenyu, et al.
Published: (2026)
Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing
by: Xie, Jiakuan, et al.
Published: (2025)
by: Xie, Jiakuan, et al.
Published: (2025)
Knowledge Editing for Large Language Models: A Survey
by: Wang, Song, et al.
Published: (2023)
by: Wang, Song, et al.
Published: (2023)
Knowledge in Superposition: Unveiling the Failures of Lifelong Knowledge Editing for Large Language Models
by: Hu, Chenhui, et al.
Published: (2024)
by: Hu, Chenhui, et al.
Published: (2024)
Understanding Language Model Circuits through Knowledge Editing
by: Ge, Huaizhi, et al.
Published: (2024)
by: Ge, Huaizhi, et al.
Published: (2024)
Unlocking the Future: Exploring Look-Ahead Planning Mechanistic Interpretability in Large Language Models
by: Men, Tianyi, et al.
Published: (2024)
by: Men, Tianyi, et al.
Published: (2024)
Resolving Editing-Unlearning Conflicts: A Knowledge Codebook Framework for Large Language Model Updating
by: Zhang, Binchi, et al.
Published: (2025)
by: Zhang, Binchi, et al.
Published: (2025)
Benchmarking and Rethinking Knowledge Editing for Large Language Models
by: He, Guoxiu, et al.
Published: (2025)
by: He, Guoxiu, et al.
Published: (2025)
Neighboring Perturbations of Knowledge Editing on Large Language Models
by: Ma, Jun-Yu, et al.
Published: (2024)
by: Ma, Jun-Yu, et al.
Published: (2024)
Knowledge Graph Enhanced Large Language Model Editing
by: Zhang, Mengqi, et al.
Published: (2024)
by: Zhang, Mengqi, et al.
Published: (2024)
Disentangling Knowledge Representations for Large Language Model Editing
by: Zhang, Mengqi, et al.
Published: (2025)
by: Zhang, Mengqi, et al.
Published: (2025)
Investigating Multi-Hop Factual Shortcuts in Knowledge Editing of Large Language Models
by: Ju, Tianjie, et al.
Published: (2024)
by: Ju, Tianjie, et al.
Published: (2024)
UniEdit: A Unified Knowledge Editing Benchmark for Large Language Models
by: Chen, Qizhou, et al.
Published: (2025)
by: Chen, Qizhou, et al.
Published: (2025)
The Labyrinth and the Thread: Rethinking Regularizations in Sequential Knowledge Editing for Large Language Models
by: Wang, Zheng, et al.
Published: (2026)
by: Wang, Zheng, et al.
Published: (2026)
Editing Factual Knowledge and Explanatory Ability of Medical Large Language Models
by: Xu, Derong, et al.
Published: (2024)
by: Xu, Derong, et al.
Published: (2024)
Knowledge Editing on Black-box Large Language Models
by: Song, Xiaoshuai, et al.
Published: (2024)
by: Song, Xiaoshuai, et al.
Published: (2024)
Editing the Mind of Giants: An In-Depth Exploration of Pitfalls of Knowledge Editing in Large Language Models
by: Hsueh, Cheng-Hsun, et al.
Published: (2024)
by: Hsueh, Cheng-Hsun, et al.
Published: (2024)
Stable Knowledge Editing in Large Language Models
by: Wei, Zihao, et al.
Published: (2024)
by: Wei, Zihao, et al.
Published: (2024)
Mechanistic Behavior Editing of Language Models
by: Singh, Joykirat, et al.
Published: (2024)
by: Singh, Joykirat, et al.
Published: (2024)
Unveiling the Pitfalls of Knowledge Editing for Large Language Models
by: Li, Zhoubo, et al.
Published: (2023)
by: Li, Zhoubo, et al.
Published: (2023)
Explaining Graph Neural Networks with Large Language Models: A Counterfactual Perspective for Molecular Property Prediction
by: He, Yinhan, et al.
Published: (2024)
by: He, Yinhan, et al.
Published: (2024)
Triggers Hijack Language Circuits: A Mechanistic Analysis of Backdoor Behaviors in Large Language Models
by: Lasnier, Théo, et al.
Published: (2026)
by: Lasnier, Théo, et al.
Published: (2026)
Large Language Model Bias Mitigation from the Perspective of Knowledge Editing
by: Chen, Ruizhe, et al.
Published: (2024)
by: Chen, Ruizhe, et al.
Published: (2024)
Mechanistic Unlearning: Robust Knowledge Unlearning and Editing via Mechanistic Localization
by: Guo, Phillip, et al.
Published: (2024)
by: Guo, Phillip, et al.
Published: (2024)
Enhancing Multi-hop Reasoning through Knowledge Erasure in Large Language Model Editing
by: Zhang, Mengqi, et al.
Published: (2024)
by: Zhang, Mengqi, et al.
Published: (2024)
Knowledge Editing for Large Language Model with Knowledge Neuronal Ensemble
by: Li, Yongchang, et al.
Published: (2024)
by: Li, Yongchang, et al.
Published: (2024)
GeoEdit: Geometric Knowledge Editing for Large Language Models
by: Feng, Yujie, et al.
Published: (2025)
by: Feng, Yujie, et al.
Published: (2025)
An Information-Theoretic Framework for Robust Large Language Model Editing
by: Chen, Qizhou, et al.
Published: (2025)
by: Chen, Qizhou, et al.
Published: (2025)
Editing Conceptual Knowledge for Large Language Models
by: Wang, Xiaohan, et al.
Published: (2024)
by: Wang, Xiaohan, et al.
Published: (2024)
Beyond the Covariance Trap: Unlocking Generalization in Same-Subject Knowledge Editing for Large Language Models
by: Liu, Xiyu, et al.
Published: (2026)
by: Liu, Xiyu, et al.
Published: (2026)
Identifying Knowledge Editing Types in Large Language Models
by: Li, Xiaopeng, et al.
Published: (2024)
by: Li, Xiaopeng, et al.
Published: (2024)
Cross-Lingual Knowledge Editing in Large Language Models
by: Wang, Jiaan, et al.
Published: (2023)
by: Wang, Jiaan, et al.
Published: (2023)
Detoxifying Large Language Models via Knowledge Editing
by: Wang, Mengru, et al.
Published: (2024)
by: Wang, Mengru, et al.
Published: (2024)
Uncovering Overfitting in Large Language Model Editing
by: Zhang, Mengqi, et al.
Published: (2024)
by: Zhang, Mengqi, et al.
Published: (2024)
On the Robustness of Knowledge Editing for Detoxification
by: Dong, Ming, et al.
Published: (2026)
by: Dong, Ming, et al.
Published: (2026)
Multi-Objective Linguistic Control of Large Language Models
by: Nguyen, Dang, et al.
Published: (2024)
by: Nguyen, Dang, et al.
Published: (2024)
DPN-LE: Dual Personality Neuron Localization and Editing for Large Language Models
by: Zheng, Lifan, et al.
Published: (2026)
by: Zheng, Lifan, et al.
Published: (2026)
MLaKE: Multilingual Knowledge Editing Benchmark for Large Language Models
by: Wei, Zihao, et al.
Published: (2024)
by: Wei, Zihao, et al.
Published: (2024)
On the Robustness of Editing Large Language Models
by: Ma, Xinbei, et al.
Published: (2024)
by: Ma, Xinbei, et al.
Published: (2024)
Similar Items
-
Wired for Overconfidence: A Mechanistic Perspective on Inflated Verbalized Confidence in LLMs
by: Zhao, Tianyi, et al.
Published: (2026) -
Reforming the Mechanism: Editing Reasoning Patterns in LLMs with Circuit Reshaping
by: Lei, Zhenyu, et al.
Published: (2026) -
Revealing the Deceptiveness of Knowledge Editing: A Mechanistic Analysis of Superficial Editing
by: Xie, Jiakuan, et al.
Published: (2025) -
Knowledge Editing for Large Language Models: A Survey
by: Wang, Song, et al.
Published: (2023) -
Knowledge in Superposition: Unveiling the Failures of Lifelong Knowledge Editing for Large Language Models
by: Hu, Chenhui, et al.
Published: (2024)