MobiEdit: Resource-efficient Knowledge Editing for Personalized On-device LLMs
Fuente:
arXiv
Saved in:
| Main Authors: | Lu, Zhenyan, Xu, Daliang, Cai, Dongqi, Li, Zexi, Liu, Wei, Liu, Fangming, Wang, Shangguang, Xu, Mengwei |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A Survey of Resource-efficient LLM and Multimodal Foundation Models
by: Xu, Mengwei, et al.
Published: (2024)
by: Xu, Mengwei, et al.
Published: (2024)
FwdLLM: Efficient FedLLM using Forward Gradient
by: Xu, Mengwei, et al.
Published: (2023)
by: Xu, Mengwei, et al.
Published: (2023)
Small Language Models: Survey, Measurements, and Insights
by: Lu, Zhenyan, et al.
Published: (2024)
by: Lu, Zhenyan, et al.
Published: (2024)
Recall: Empowering Multimodal Embedding for Edge Devices
by: Cai, Dongqi, et al.
Published: (2024)
by: Cai, Dongqi, et al.
Published: (2024)
Quant.npu: Enabling Efficient Mobile NPU Inference for on-device LLMs via Fully Static Quantization
by: Zhang, Jinghe, et al.
Published: (2026)
by: Zhang, Jinghe, et al.
Published: (2026)
ShadowNPU: System and Algorithm Co-design for NPU-Centric On-Device LLM Inference
by: Yin, Wangsong, et al.
Published: (2025)
by: Yin, Wangsong, et al.
Published: (2025)
Fast On-device LLM Inference with NPUs
by: Xu, Daliang, et al.
Published: (2024)
by: Xu, Daliang, et al.
Published: (2024)
FLEKE: Federated Locate-then-Edit Knowledge Editing
by: Zhao, Zongkai, et al.
Published: (2025)
by: Zhao, Zongkai, et al.
Published: (2025)
PhoneLM:an Efficient and Capable Small Language Model Family through Principled Pre-training
by: Yi, Rongjie, et al.
Published: (2024)
by: Yi, Rongjie, et al.
Published: (2024)
FedMoE: Personalized Federated Learning via Heterogeneous Mixture of Experts
by: Mei, Hanzi, et al.
Published: (2024)
by: Mei, Hanzi, et al.
Published: (2024)
EdgeMoE: Empowering Sparse Large Language Models on Mobile Devices
by: Yi, Rongjie, et al.
Published: (2023)
by: Yi, Rongjie, et al.
Published: (2023)
K-Edit: Language Model Editing with Contextual Knowledge Awareness
by: Markowitz, Elan, et al.
Published: (2025)
by: Markowitz, Elan, et al.
Published: (2025)
CKnowEdit: A New Chinese Knowledge Editing Dataset for Linguistics, Facts, and Logic Error Correction in LLMs
by: Fang, Jizhan, et al.
Published: (2024)
by: Fang, Jizhan, et al.
Published: (2024)
Modality-Decoupled Online Recursive Editing
by: Li, Siyuan, et al.
Published: (2026)
by: Li, Siyuan, et al.
Published: (2026)
LoRASuite: Efficient LoRA Adaptation Across Large Language Model Upgrades
by: Li, Yanan, et al.
Published: (2025)
by: Li, Yanan, et al.
Published: (2025)
AnyEdit++: Adaptive Long-Form Knowledge Editing via Bayesian Surprise
by: Tian, Bowen, et al.
Published: (2026)
by: Tian, Bowen, et al.
Published: (2026)
BiasEdit: Debiasing Stereotyped Language Models via Model Editing
by: Xu, Xin, et al.
Published: (2025)
by: Xu, Xin, et al.
Published: (2025)
APEX$^2$: Adaptive and Extreme Summarization for Personalized Knowledge Graphs
by: Li, Zihao, et al.
Published: (2024)
by: Li, Zihao, et al.
Published: (2024)
Edit Away and My Face Will not Stay: Personal Biometric Defense against Malicious Generative Editing
by: Wang, Hanhui, et al.
Published: (2024)
by: Wang, Hanhui, et al.
Published: (2024)
Elastic On-Device LLM Service
by: Yin, Wangsong, et al.
Published: (2024)
by: Yin, Wangsong, et al.
Published: (2024)
EditWorld: Simulating World Dynamics for Instruction-Following Image Editing
by: Yang, Ling, et al.
Published: (2024)
by: Yang, Ling, et al.
Published: (2024)
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)
EasyEdit: An Easy-to-use Knowledge Editing Framework for Large Language Models
by: Wang, Peng, et al.
Published: (2023)
by: Wang, Peng, et al.
Published: (2023)
Latent Knowledge Scalpel: Precise and Massive Knowledge Editing for Large Language Models
by: Liu, Xin, et al.
Published: (2025)
by: Liu, Xin, et al.
Published: (2025)
Are We Evaluating the Edit Locality of LLM Model Editing Properly?
by: Liu, Wei, et al.
Published: (2026)
by: Liu, Wei, et al.
Published: (2026)
DeepEdit: Knowledge Editing as Decoding with Constraints
by: Wang, Yiwei, et al.
Published: (2024)
by: Wang, Yiwei, et al.
Published: (2024)
Resolving UnderEdit & OverEdit with Iterative & Neighbor-Assisted Model Editing
by: Baghel, Bhiman Kumar, et al.
Published: (2025)
by: Baghel, Bhiman Kumar, et al.
Published: (2025)
Mosaic: Composite Projection Pruning for Resource-efficient LLMs
by: Eccles, Bailey J., et al.
Published: (2025)
by: Eccles, Bailey J., et al.
Published: (2025)
OneEdit: A Neural-Symbolic Collaboratively Knowledge Editing System
by: Zhang, Ningyu, et al.
Published: (2024)
by: Zhang, Ningyu, et al.
Published: (2024)
FedRDMA: Communication-Efficient Cross-Silo Federated LLM via Chunked RDMA Transmission
by: Zhang, Zeling, et al.
Published: (2024)
by: Zhang, Zeling, et al.
Published: (2024)
Mobile Foundation Model as Firmware
by: Yuan, Jinliang, et al.
Published: (2023)
by: Yuan, Jinliang, et al.
Published: (2023)
TextEditBench: Evaluating Reasoning-aware Text Editing Beyond Rendering
by: Gui, Rui, et al.
Published: (2025)
by: Gui, Rui, et al.
Published: (2025)
ChatGPT vs Human-authored Text: Insights into Controllable Text Summarization and Sentence Style Transfer
by: Liu, Dongqi, et al.
Published: (2023)
by: Liu, Dongqi, et al.
Published: (2023)
RST-LoRA: A Discourse-Aware Low-Rank Adaptation for Long Document Abstractive Summarization
by: Liu, Dongqi, et al.
Published: (2024)
by: Liu, Dongqi, et al.
Published: (2024)
Perturbation-efficient Zeroth-order Optimization for Hardware-friendly On-device Training
by: Tan, Qitao, et al.
Published: (2025)
by: Tan, Qitao, et al.
Published: (2025)
MultiMedEdit: A Scenario-Aware Benchmark for Evaluating Knowledge Editing in Medical VQA
by: Wen, Shengtao, et al.
Published: (2025)
by: Wen, Shengtao, et al.
Published: (2025)
CrispEdit: Low-Curvature Projections for Scalable Non-Destructive LLM Editing
by: Ikram, Zarif, et al.
Published: (2026)
by: Ikram, Zarif, et al.
Published: (2026)
Beyond Binary Edits Robust Multimodal Knowledge Editing with Adversarial Subspace Alignment
by: Wang, Haoyuan, et al.
Published: (2026)
by: Wang, Haoyuan, et al.
Published: (2026)
Personalized Student Knowledge Modeling for Future Learning Resource Prediction
by: Hashemifar, Soroush, et al.
Published: (2025)
by: Hashemifar, Soroush, et al.
Published: (2025)
MobiCLR: Mobility Time Series Contrastive Learning for Urban Region Representations
by: Kim, Namwoo, et al.
Published: (2025)
by: Kim, Namwoo, et al.
Published: (2025)
Similar Items
-
A Survey of Resource-efficient LLM and Multimodal Foundation Models
by: Xu, Mengwei, et al.
Published: (2024) -
FwdLLM: Efficient FedLLM using Forward Gradient
by: Xu, Mengwei, et al.
Published: (2023) -
Small Language Models: Survey, Measurements, and Insights
by: Lu, Zhenyan, et al.
Published: (2024) -
Recall: Empowering Multimodal Embedding for Edge Devices
by: Cai, Dongqi, et al.
Published: (2024) -
Quant.npu: Enabling Efficient Mobile NPU Inference for on-device LLMs via Fully Static Quantization
by: Zhang, Jinghe, et al.
Published: (2026)