AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models
Fuente:
arXiv
Saved in:
| Main Authors: | Fang, Junfeng, Jiang, Houcheng, Wang, Kun, Ma, Yunshan, Jie, Shi, Wang, Xiang, He, Xiangnan, Chua, Tat-seng |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
AnyEdit: Edit Any Knowledge Encoded in Language Models
by: Jiang, Houcheng, et al.
Published: (2025)
by: Jiang, Houcheng, et al.
Published: (2025)
DualEdit: Mitigating Safety Fallback in LLM Backdoor Editing via Affirmation-Refusal Regulation
by: Jiang, Houcheng, et al.
Published: (2025)
by: Jiang, Houcheng, et al.
Published: (2025)
AlphaSteer: Learning Refusal Steering with Principled Null-Space Constraint
by: Sheng, Leheng, et al.
Published: (2025)
by: Sheng, Leheng, et al.
Published: (2025)
NExT-Guard: Training-Free Streaming Safeguard without Token-Level Labels
by: Fang, Junfeng, et al.
Published: (2026)
by: Fang, Junfeng, et al.
Published: (2026)
Fine-tuning Multimodal Large Language Models for Product Bundling
by: Liu, Xiaohao, et al.
Published: (2024)
by: Liu, Xiaohao, et al.
Published: (2024)
Neuron-Level Sequential Editing for Large Language Models
by: Jiang, Houcheng, et al.
Published: (2024)
by: Jiang, Houcheng, et al.
Published: (2024)
BetaEdit: Null-Space Constrained Sequential Model Editing
by: Liu, Bingqing, et al.
Published: (2026)
by: Liu, Bingqing, et al.
Published: (2026)
SonoEdit: Null-Space Constrained Knowledge Editing for Pronunciation Correction in LLM-Based TTS
by: Singh, Ayush Pratap, et al.
Published: (2026)
by: Singh, Ayush Pratap, et al.
Published: (2026)
UniVLR: Unifying Text and Vision in Visual Latent Reasoning for Multimodal LLMs
by: Jiang, Houcheng, et al.
Published: (2026)
by: Jiang, Houcheng, et al.
Published: (2026)
Reinforced Lifelong Editing for Language Models
by: Li, Zherui, et al.
Published: (2025)
by: Li, Zherui, et al.
Published: (2025)
CaseEdit: Enhancing Localized Commonsense Reasoning via Null-Space Constrained Knowledge Editing in Small Parameter Language Models
by: Reddy, Varun, et al.
Published: (2025)
by: Reddy, Varun, et al.
Published: (2025)
Principled Steering via Null-space Projection for Jailbreak Defense in Vision-Language Models
by: Zhu, Xingyu, et al.
Published: (2026)
by: Zhu, Xingyu, et al.
Published: (2026)
Integrate Temporal Graph Learning into LLM-based Temporal Knowledge Graph Model
by: Chang, He, et al.
Published: (2025)
by: Chang, He, et al.
Published: (2025)
LLM2Rec: Large Language Models Are Powerful Embedding Models for Sequential Recommendation
by: He, Yingzhi, et al.
Published: (2025)
by: He, Yingzhi, et al.
Published: (2025)
EvoEdit: Evolving Null-space Alignment for Robust and Efficient Knowledge Editing
by: Lyu, Sicheng, et al.
Published: (2025)
by: Lyu, Sicheng, et al.
Published: (2025)
StruEdit: Structured Outputs Enable the Fast and Accurate Knowledge Editing for Large Language Models
by: Bi, Baolong, et al.
Published: (2024)
by: Bi, Baolong, et al.
Published: (2024)
Contrastive Weak-to-strong Generalization
by: Jiang, Houcheng, et al.
Published: (2025)
by: Jiang, Houcheng, et al.
Published: (2025)
Instilling Multi-round Thinking to Text-guided Image Generation
by: Zeng, Lidong, et al.
Published: (2024)
by: Zeng, Lidong, et al.
Published: (2024)
CIRP: Cross-Item Relational Pre-training for Multimodal Product Bundling
by: Ma, Yunshan, et al.
Published: (2024)
by: Ma, Yunshan, et al.
Published: (2024)
ACE: Concept Editing in Diffusion Models without Performance Degradation
by: Wang, Ruipeng, et al.
Published: (2025)
by: Wang, Ruipeng, et al.
Published: (2025)
AlphaFuse: Learn ID Embeddings for Sequential Recommendation in Null Space of Language Embeddings
by: Hu, Guoqing, et al.
Published: (2025)
by: Hu, Guoqing, et al.
Published: (2025)
Preference Diffusion for Recommendation
by: Liu, Shuo, et al.
Published: (2024)
by: Liu, Shuo, et al.
Published: (2024)
Rubric-based On-policy Distillation
by: Fang, Junfeng, et al.
Published: (2026)
by: Fang, Junfeng, et al.
Published: (2026)
SOD: Step-wise On-policy Distillation for Small Language Model Agents
by: Zhong, Qiyong, et al.
Published: (2026)
by: Zhong, Qiyong, et al.
Published: (2026)
We Should Identify and Mitigate Third-Party Safety Risks in MCP-Powered Agent Systems
by: Fang, Junfeng, et al.
Published: (2025)
by: Fang, Junfeng, et al.
Published: (2025)
X-Edit: Exact, Explicit, and Explainable Null-Space Editing for Medical Vision Transformers
by: Liu, Yuanye, et al.
Published: (2026)
by: Liu, Yuanye, et al.
Published: (2026)
DualEdit: Dual Editing for Knowledge Updating in Vision-Language Models
by: Shi, Zhiyi, et al.
Published: (2025)
by: Shi, Zhiyi, et al.
Published: (2025)
Learning to Edit: Aligning LLMs with Knowledge Editing
by: Jiang, Yuxin, et al.
Published: (2024)
by: Jiang, Yuxin, et al.
Published: (2024)
LARP: Language Audio Relational Pre-training for Cold-Start Playlist Continuation
by: Salganik, Rebecca, et al.
Published: (2024)
by: Salganik, Rebecca, et al.
Published: (2024)
SafeMLRM: Demystifying Safety in Multi-modal Large Reasoning Models
by: Fang, Junfeng, et al.
Published: (2025)
by: Fang, Junfeng, et al.
Published: (2025)
Learning to Generate Explainable Stock Predictions using Self-Reflective Large Language Models
by: Koa, Kelvin J. L., et al.
Published: (2024)
by: Koa, Kelvin J. L., et al.
Published: (2024)
MultiCBR: Multi-view Contrastive Learning for Bundle Recommendation
by: Ma, Yunshan, et al.
Published: (2023)
by: Ma, Yunshan, et al.
Published: (2023)
Contrastive Pre-training for Deep Session Data Understanding
by: Li, Zixuan, et al.
Published: (2024)
by: Li, Zixuan, et al.
Published: (2024)
Extending Visual Dynamics for Video-to-Music Generation
by: Liu, Xiaohao, et al.
Published: (2025)
by: Liu, Xiaohao, et al.
Published: (2025)
UniEdit: A Unified Knowledge Editing Benchmark for Large Language Models
by: Chen, Qizhou, et al.
Published: (2025)
by: Chen, Qizhou, et al.
Published: (2025)
ADS-Edit: A Multimodal Knowledge Editing Dataset for Autonomous Driving Systems
by: Wang, Chenxi, et al.
Published: (2025)
by: Wang, Chenxi, et al.
Published: (2025)
Generative Recommendation: Towards Next-generation Recommender Paradigm
by: Wang, Wenjie, et al.
Published: (2023)
by: Wang, Wenjie, et al.
Published: (2023)
GuardAlign: Test-time Safety Alignment in Multimodal Large Language Models
by: Zhu, Xingyu, et al.
Published: (2026)
by: Zhu, Xingyu, et al.
Published: (2026)
A Comprehensive Evaluation of Large Language Models on Temporal Event Forecasting
by: Chang, He, et al.
Published: (2024)
by: Chang, He, et al.
Published: (2024)
MolEdit: Knowledge Editing for Multimodal Molecule Language Models
by: Lei, Zhenyu, et al.
Published: (2025)
by: Lei, Zhenyu, et al.
Published: (2025)
Similar Items
-
AnyEdit: Edit Any Knowledge Encoded in Language Models
by: Jiang, Houcheng, et al.
Published: (2025) -
DualEdit: Mitigating Safety Fallback in LLM Backdoor Editing via Affirmation-Refusal Regulation
by: Jiang, Houcheng, et al.
Published: (2025) -
AlphaSteer: Learning Refusal Steering with Principled Null-Space Constraint
by: Sheng, Leheng, et al.
Published: (2025) -
NExT-Guard: Training-Free Streaming Safeguard without Token-Level Labels
by: Fang, Junfeng, et al.
Published: (2026) -
Fine-tuning Multimodal Large Language Models for Product Bundling
by: Liu, Xiaohao, et al.
Published: (2024)