MiSS: Revisiting the Trade-off in LoRA with an Efficient Shard-Sharing Structure
Fuente:
arXiv
Saved in:
| Main Authors: | Kang, Jiale, Yin, Qingyu |
|---|---|
| Format: | Preprint |
| Published: |
2024
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning
by: Tian, Chunlin, et al.
Published: (2024)
by: Tian, Chunlin, et al.
Published: (2024)
LoRA-Gen: Specializing Large Language Model via Online LoRA Generation
by: Xiao, Yicheng, et al.
Published: (2025)
by: Xiao, Yicheng, et al.
Published: (2025)
DR-LoRA: Dynamic Rank LoRA for Fine-Tuning Mixture-of-Experts Models
by: Deng, Guanzhi, et al.
Published: (2026)
by: Deng, Guanzhi, et al.
Published: (2026)
LoRA-Squeeze: Simple and Effective Post-Tuning and In-Tuning Compression of LoRA Modules
by: Vulić, Ivan, et al.
Published: (2026)
by: Vulić, Ivan, et al.
Published: (2026)
KD-LoRA: A Hybrid Approach to Efficient Fine-Tuning with LoRA and Knowledge Distillation
by: Azimi, Rambod, et al.
Published: (2024)
by: Azimi, Rambod, et al.
Published: (2024)
Align, Don't Divide: Revisiting the LoRA Architecture in Multi-Task Learning
by: Liu, Jinda, et al.
Published: (2025)
by: Liu, Jinda, et al.
Published: (2025)
LoRATK: LoRA Once, Backdoor Everywhere in the Share-and-Play Ecosystem
by: Liu, Hongyi, et al.
Published: (2024)
by: Liu, Hongyi, et al.
Published: (2024)
LoRA on the Go: Instance-level Dynamic LoRA Selection and Merging
by: Lee, Seungeon, et al.
Published: (2025)
by: Lee, Seungeon, et al.
Published: (2025)
Budgeted LoRA: Distillation as Structured Compute Allocation for Efficient Inference
by: Sabry, Mohammed, et al.
Published: (2026)
by: Sabry, Mohammed, et al.
Published: (2026)
MiCA Learns More Knowledge Than LoRA and Full Fine-Tuning
by: Rüdiger, Sten, et al.
Published: (2026)
by: Rüdiger, Sten, et al.
Published: (2026)
LoRA Done RITE: Robust Invariant Transformation Equilibration for LoRA Optimization
by: Yen, Jui-Nan, et al.
Published: (2024)
by: Yen, Jui-Nan, et al.
Published: (2024)
How Much is Too Much? Exploring LoRA Rank Trade-offs for Retaining Knowledge and Domain Robustness
by: Rathore, Darshita, et al.
Published: (2025)
by: Rathore, Darshita, et al.
Published: (2025)
A Note on LoRA
by: Fomenko, Vlad, et al.
Published: (2024)
by: Fomenko, Vlad, et al.
Published: (2024)
DLP-LoRA: Efficient Task-Specific LoRA Fusion with a Dynamic, Lightweight Plugin for Large Language Models
by: Zhang, Yuxuan, et al.
Published: (2024)
by: Zhang, Yuxuan, et al.
Published: (2024)
Text to Trust: Evaluating Fine-Tuning and LoRA Trade-offs in Language Models for Unfair Terms of Service Detection
by: Juttu, Noshitha Padma Pratyusha, et al.
Published: (2025)
by: Juttu, Noshitha Padma Pratyusha, et al.
Published: (2025)
LoRA-Leak: Membership Inference Attacks Against LoRA Fine-tuned Language Models
by: Ran, Delong, et al.
Published: (2025)
by: Ran, Delong, et al.
Published: (2025)
A Language-Guided Bayesian Optimization for Efficient LoRA Hyperparameter Search
by: Seong-Eun, Baek, et al.
Published: (2026)
by: Seong-Eun, Baek, et al.
Published: (2026)
Localized LoRA: A Structured Low-Rank Approximation for Efficient Fine-Tuning
by: Barazandeh, Babak, et al.
Published: (2025)
by: Barazandeh, Babak, et al.
Published: (2025)
LoRA+: Efficient Low Rank Adaptation of Large Models
by: Hayou, Soufiane, et al.
Published: (2024)
by: Hayou, Soufiane, et al.
Published: (2024)
SEQR: Secure and Efficient QR-based LoRA Routing
by: Fleshman, William, et al.
Published: (2025)
by: Fleshman, William, et al.
Published: (2025)
Improving LoRA with Variational Learning
by: Cong, Bai, et al.
Published: (2025)
by: Cong, Bai, et al.
Published: (2025)
LoraMap: Harnessing the Power of LoRA Connections
by: Park, Hyeryun, et al.
Published: (2024)
by: Park, Hyeryun, et al.
Published: (2024)
Higher Layers Need More LoRA Experts
by: Gao, Chongyang, et al.
Published: (2024)
by: Gao, Chongyang, et al.
Published: (2024)
Doc-to-LoRA: Learning to Instantly Internalize Contexts
by: Charakorn, Rujikorn, et al.
Published: (2026)
by: Charakorn, Rujikorn, et al.
Published: (2026)
LoraHub: Efficient Cross-Task Generalization via Dynamic LoRA Composition
by: Huang, Chengsong, et al.
Published: (2023)
by: Huang, Chengsong, et al.
Published: (2023)
In-Context Meta LoRA Generation
by: Shao, Yihua, et al.
Published: (2025)
by: Shao, Yihua, et al.
Published: (2025)
LoRASuite: Efficient LoRA Adaptation Across Large Language Model Upgrades
by: Li, Yanan, et al.
Published: (2025)
by: Li, Yanan, et al.
Published: (2025)
MixLoRA: Enhancing Large Language Models Fine-Tuning with LoRA-based Mixture of Experts
by: Li, Dengchun, et al.
Published: (2024)
by: Li, Dengchun, et al.
Published: (2024)
HypeLoRA: Hyper-Network-Generated LoRA Adapters for Calibrated Language Model Fine-Tuning
by: Trojan, Bartosz, et al.
Published: (2026)
by: Trojan, Bartosz, et al.
Published: (2026)
SAMoRA: Semantic-Aware Mixture of LoRA Experts for Task-Adaptive Learning
by: Shi, Boyan, et al.
Published: (2026)
by: Shi, Boyan, et al.
Published: (2026)
Hallucinations and Truth: A Comprehensive Accuracy Evaluation of RAG, LoRA and DoRA
by: Baqar, Mohammad, et al.
Published: (2025)
by: Baqar, Mohammad, et al.
Published: (2025)
LoRA-Whisper: Parameter-Efficient and Extensible Multilingual ASR
by: Song, Zheshu, et al.
Published: (2024)
by: Song, Zheshu, et al.
Published: (2024)
LoRA Meets Dropout under a Unified Framework
by: Wang, Sheng, et al.
Published: (2024)
by: Wang, Sheng, et al.
Published: (2024)
The Impact of Initialization on LoRA Finetuning Dynamics
by: Hayou, Soufiane, et al.
Published: (2024)
by: Hayou, Soufiane, et al.
Published: (2024)
LoRA Learns Less and Forgets Less
by: Biderman, Dan, et al.
Published: (2024)
by: Biderman, Dan, et al.
Published: (2024)
LoRA Is Slower Than You Think
by: Ko, Seokmin
Published: (2025)
by: Ko, Seokmin
Published: (2025)
ALTER: Asymmetric LoRA for Token-Entropy-Guided Unlearning of LLMs
by: Chen, Xunlei, et al.
Published: (2026)
by: Chen, Xunlei, et al.
Published: (2026)
A Survey on LoRA of Large Language Models
by: Mao, Yuren, et al.
Published: (2024)
by: Mao, Yuren, et al.
Published: (2024)
Tina: Tiny Reasoning Models via LoRA
by: Wang, Shangshang, et al.
Published: (2025)
by: Wang, Shangshang, et al.
Published: (2025)
MoRAL: MoE Augmented LoRA for LLMs' Lifelong Learning
by: Yang, Shu, et al.
Published: (2024)
by: Yang, Shu, et al.
Published: (2024)
Similar Items
-
HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning
by: Tian, Chunlin, et al.
Published: (2024) -
LoRA-Gen: Specializing Large Language Model via Online LoRA Generation
by: Xiao, Yicheng, et al.
Published: (2025) -
DR-LoRA: Dynamic Rank LoRA for Fine-Tuning Mixture-of-Experts Models
by: Deng, Guanzhi, et al.
Published: (2026) -
LoRA-Squeeze: Simple and Effective Post-Tuning and In-Tuning Compression of LoRA Modules
by: Vulić, Ivan, et al.
Published: (2026) -
KD-LoRA: A Hybrid Approach to Efficient Fine-Tuning with LoRA and Knowledge Distillation
by: Azimi, Rambod, et al.
Published: (2024)