ReLope: KL-Regularized LoRA Probes for Multimodal LLM Routing
Fuente:
arXiv
Guardado en:
| Autores principales: | Zeng, Yaopei, Wang, Congchao, Chen, Blake JianHang, Lin, Lu |
|---|---|
| Formato: | Preprint |
| Publicado: |
2026
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
LoRA-Mixer: Coordinate Modular LoRA Experts Through Serial Attention Routing
por: Li, Wenbing, et al.
Publicado: (2025)
por: Li, Wenbing, et al.
Publicado: (2025)
POLAR: Online Learning for LoRA Adapter Caching and Routing in Edge LLM Serving
por: Li, Shaoang, et al.
Publicado: (2026)
por: Li, Shaoang, et al.
Publicado: (2026)
LoRA Dropout as a Sparsity Regularizer for Overfitting Control
por: Lin, Yang, et al.
Publicado: (2024)
por: Lin, Yang, et al.
Publicado: (2024)
MaLoRA: Gated Modality LoRA for Key-Space Alignment in Multimodal LLM Fine-Tuning
por: Zheng, Xinhan, et al.
Publicado: (2025)
por: Zheng, Xinhan, et al.
Publicado: (2025)
HiLoRA: Adaptive Hierarchical LoRA Routing for Training-Free Domain Generalization
por: Han, Ziyi, et al.
Publicado: (2025)
por: Han, Ziyi, et al.
Publicado: (2025)
Contrastive Regularization over LoRA for Multimodal Biomedical Image Incremental Learning
por: Zhang, Haojie, et al.
Publicado: (2025)
por: Zhang, Haojie, et al.
Publicado: (2025)
Reversible Lifelong Model Editing via Semantic Routing-Based LoRA
por: Luo, Haihua, et al.
Publicado: (2026)
por: Luo, Haihua, et al.
Publicado: (2026)
Effective LoRA Adapter Routing using Task Representations
por: Dhasade, Akash, et al.
Publicado: (2026)
por: Dhasade, Akash, et al.
Publicado: (2026)
Improving the Serving Performance of Multi-LoRA Large Language Models via Efficient LoRA and KV Cache Management
por: Zhang, Hang, et al.
Publicado: (2025)
por: Zhang, Hang, et al.
Publicado: (2025)
DR-LoRA: Dynamic Rank LoRA for Fine-Tuning Mixture-of-Experts Models
por: Deng, Guanzhi, et al.
Publicado: (2026)
por: Deng, Guanzhi, et al.
Publicado: (2026)
LoRA-Gen: Specializing Large Language Model via Online LoRA Generation
por: Xiao, Yicheng, et al.
Publicado: (2025)
por: Xiao, Yicheng, et al.
Publicado: (2025)
LoRA as Oracle
por: Arazzi, Marco, et al.
Publicado: (2026)
por: Arazzi, Marco, et al.
Publicado: (2026)
SEQR: Secure and Efficient QR-based LoRA Routing
por: Fleshman, William, et al.
Publicado: (2025)
por: Fleshman, William, et al.
Publicado: (2025)
S-LoRA: Serving Thousands of Concurrent LoRA Adapters
por: Sheng, Ying, et al.
Publicado: (2023)
por: Sheng, Ying, et al.
Publicado: (2023)
A Note on LoRA
por: Fomenko, Vlad, et al.
Publicado: (2024)
por: Fomenko, Vlad, et al.
Publicado: (2024)
Beyond LoRA vs. Full Fine-Tuning: Gradient-Guided Optimizer Routing for LLM Adaptation
por: Tang, Haozhan, et al.
Publicado: (2026)
por: Tang, Haozhan, et al.
Publicado: (2026)
LoRA on the Go: Instance-level Dynamic LoRA Selection and Merging
por: Lee, Seungeon, et al.
Publicado: (2025)
por: Lee, Seungeon, et al.
Publicado: (2025)
Hierarchical LoRA MoE for Efficient CTR Model Scaling
por: Zeng, Zhichen, et al.
Publicado: (2025)
por: Zeng, Zhichen, et al.
Publicado: (2025)
Block-wise LoRA: Revisiting Fine-grained LoRA for Effective Personalization and Stylization in Text-to-Image Generation
por: Li, Likun, et al.
Publicado: (2024)
por: Li, Likun, et al.
Publicado: (2024)
ALTO: Adaptive LoRA Tuning and Orchestration for Heterogeneous LoRA Training Workloads
por: Zuo, Jingwei, et al.
Publicado: (2026)
por: Zuo, Jingwei, et al.
Publicado: (2026)
Kron-LoRA: Hybrid Kronecker-LoRA Adapters for Scalable, Sustainable Fine-tuning
por: Shen, Yixin
Publicado: (2025)
por: Shen, Yixin
Publicado: (2025)
R-LoRA: Randomized Multi-Head LoRA for Efficient Multi-Task Learning
por: Liu, Jinda, et al.
Publicado: (2025)
por: Liu, Jinda, et al.
Publicado: (2025)
LoRA-Squeeze: Simple and Effective Post-Tuning and In-Tuning Compression of LoRA Modules
por: Vulić, Ivan, et al.
Publicado: (2026)
por: Vulić, Ivan, et al.
Publicado: (2026)
LD-MoLE: Learnable Dynamic Routing for Mixture of LoRA Experts
por: Zhuang, Yuan, et al.
Publicado: (2025)
por: Zhuang, Yuan, et al.
Publicado: (2025)
SC-LoRA: Balancing Efficient Fine-tuning and Knowledge Preservation via Subspace-Constrained LoRA
por: Luo, Minrui, et al.
Publicado: (2025)
por: Luo, Minrui, et al.
Publicado: (2025)
Conditional LoRA Parameter Generation
por: Jin, Xiaolong, et al.
Publicado: (2024)
por: Jin, Xiaolong, et al.
Publicado: (2024)
LoRA in LoRA: Towards Parameter-Efficient Architecture Expansion for Continual Visual Instruction Tuning
por: Che, Chang, et al.
Publicado: (2025)
por: Che, Chang, et al.
Publicado: (2025)
LoRA-Leak: Membership Inference Attacks Against LoRA Fine-tuned Language Models
por: Ran, Delong, et al.
Publicado: (2025)
por: Ran, Delong, et al.
Publicado: (2025)
LoRA Done RITE: Robust Invariant Transformation Equilibration for LoRA Optimization
por: Yen, Jui-Nan, et al.
Publicado: (2024)
por: Yen, Jui-Nan, et al.
Publicado: (2024)
SCALE-LoRA: Auditing Post-Retrieval LoRA Composition with Residual Merging and View Reliability
por: Zhou, Shuaipeng, et al.
Publicado: (2026)
por: Zhou, Shuaipeng, et al.
Publicado: (2026)
A Novel Trustworthy Video Summarization Algorithm Through a Mixture of LoRA Experts
por: Du, Wenzhuo, et al.
Publicado: (2025)
por: Du, Wenzhuo, et al.
Publicado: (2025)
LoRA-Pro: Are Low-Rank Adapters Properly Optimized?
por: Wang, Zhengbo, et al.
Publicado: (2024)
por: Wang, Zhengbo, et al.
Publicado: (2024)
Semantic-guided LoRA Parameters Generation
por: Li, Miaoge, et al.
Publicado: (2025)
por: Li, Miaoge, et al.
Publicado: (2025)
In-Context Meta LoRA Generation
por: Shao, Yihua, et al.
Publicado: (2025)
por: Shao, Yihua, et al.
Publicado: (2025)
IterIS: Iterative Inference-Solving Alignment for LoRA Merging
por: Chen, Hongxu, et al.
Publicado: (2024)
por: Chen, Hongxu, et al.
Publicado: (2024)
mLoRA: Fine-Tuning LoRA Adapters via Highly-Efficient Pipeline Parallelism in Multiple GPUs
por: Ye, Zhengmao, et al.
Publicado: (2023)
por: Ye, Zhengmao, et al.
Publicado: (2023)
HydraLoRA: An Asymmetric LoRA Architecture for Efficient Fine-Tuning
por: Tian, Chunlin, et al.
Publicado: (2024)
por: Tian, Chunlin, et al.
Publicado: (2024)
FiLoRA: Focus-and-Ignore LoRA for Controllable Feature Reliance
por: Chung, Hyunsuk, et al.
Publicado: (2026)
por: Chung, Hyunsuk, et al.
Publicado: (2026)
Dual-LoRA and Quality-Enhanced Pseudo Replay for Multimodal Continual Food Learning
por: Wu, Xinlan, et al.
Publicado: (2025)
por: Wu, Xinlan, et al.
Publicado: (2025)
SDFLoRA: Selective Decoupled Federated LoRA for Privacy-preserving Fine-tuning with Heterogeneous Clients
por: Shen, Zhikang, et al.
Publicado: (2026)
por: Shen, Zhikang, et al.
Publicado: (2026)
Ejemplares similares
-
LoRA-Mixer: Coordinate Modular LoRA Experts Through Serial Attention Routing
por: Li, Wenbing, et al.
Publicado: (2025) -
POLAR: Online Learning for LoRA Adapter Caching and Routing in Edge LLM Serving
por: Li, Shaoang, et al.
Publicado: (2026) -
LoRA Dropout as a Sparsity Regularizer for Overfitting Control
por: Lin, Yang, et al.
Publicado: (2024) -
MaLoRA: Gated Modality LoRA for Key-Space Alignment in Multimodal LLM Fine-Tuning
por: Zheng, Xinhan, et al.
Publicado: (2025) -
HiLoRA: Adaptive Hierarchical LoRA Routing for Training-Free Domain Generalization
por: Han, Ziyi, et al.
Publicado: (2025)