Saved in:
| Main Authors: | Chong, Yee Hin, Qu, Peng |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | https://arxiv.org/abs/2506.15251 |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
PiSSA: Principal Singular Values and Singular Vectors Adaptation of Large Language Models
by: Meng, Fanxu, et al.
Published: (2024)
by: Meng, Fanxu, et al.
Published: (2024)
KaSA: Knowledge-Aware Singular-Value Adaptation of Large Language Models
by: Wang, Fan, et al.
Published: (2024)
by: Wang, Fan, et al.
Published: (2024)
EDoRA: Efficient Weight-Decomposed Low-Rank Adaptation via Singular Value Decomposition
by: Nasiri, Hamid, et al.
Published: (2025)
by: Nasiri, Hamid, et al.
Published: (2025)
Invisible Backdoor Attack Through Singular Value Decomposition
by: Chen, Wenmin, et al.
Published: (2024)
by: Chen, Wenmin, et al.
Published: (2024)
GADPN: Graph Adaptive Denoising and Perturbation Networks via Singular Value Decomposition
by: Deng, Hao, et al.
Published: (2026)
by: Deng, Hao, et al.
Published: (2026)
LFA applied to CNNs: Efficient Singular Value Decomposition of Convolutional Mappings by Local Fourier Analysis
by: van Betteray, Antonia, et al.
Published: (2025)
by: van Betteray, Antonia, et al.
Published: (2025)
Generalized Fisher-Weighted SVD: Scalable Kronecker-Factored Fisher Approximation for Compressing Large Language Models
by: Chekalina, Viktoriia, et al.
Published: (2025)
by: Chekalina, Viktoriia, et al.
Published: (2025)
CorDA: Context-Oriented Decomposition Adaptation of Large Language Models for Task-Aware Parameter-Efficient Fine-tuning
by: Yang, Yibo, et al.
Published: (2024)
by: Yang, Yibo, et al.
Published: (2024)
Rethinking Key-Value Cache Compression Techniques for Large Language Model Serving
by: Gao, Wei, et al.
Published: (2025)
by: Gao, Wei, et al.
Published: (2025)
Towards Feedback-to-Plan Decisions for Self-Evolving LLM Agents in CUDA Kernel Generation
by: Chong, Yee Hin, et al.
Published: (2026)
by: Chong, Yee Hin, et al.
Published: (2026)
What Makes Reasoning Invalid: Echo Reflection Mitigation for Large Language Models
by: He, Chen, et al.
Published: (2025)
by: He, Chen, et al.
Published: (2025)
FLoRIST: Singular Value Thresholding for Efficient and Accurate Federated Fine-Tuning of Large Language Models
by: Ramesh, Hariharan, et al.
Published: (2025)
by: Ramesh, Hariharan, et al.
Published: (2025)
A Generalized Singular Value Theory for Neural Networks
by: Brown, Brian Charles, et al.
Published: (2026)
by: Brown, Brian Charles, et al.
Published: (2026)
VC-Soup: Value-Consistency Guided Multi-Value Alignment for Large Language Models
by: Xu, Hefei, et al.
Published: (2026)
by: Xu, Hefei, et al.
Published: (2026)
L3Ms -- Lagrange Large Language Models
by: Dhillon, Guneet S., et al.
Published: (2024)
by: Dhillon, Guneet S., et al.
Published: (2024)
Higher-Order Transformers With Kronecker-Structured Attention
by: Omranpour, Soroush, et al.
Published: (2024)
by: Omranpour, Soroush, et al.
Published: (2024)
SLaB: Sparse-Lowrank-Binary Decomposition for Efficient Large Language Models
by: Li, Ziwei, et al.
Published: (2026)
by: Li, Ziwei, et al.
Published: (2026)
Skewed Memorization in Large Language Models: Quantification and Decomposition
by: Li, Hao, et al.
Published: (2025)
by: Li, Hao, et al.
Published: (2025)
An Interpretable and Scalable Framework for Evaluating Large Language Models
by: Qu, Xinhao, et al.
Published: (2026)
by: Qu, Xinhao, et al.
Published: (2026)
CoSA: Compressed Sensing-Based Adaptation of Large Language Models
by: Wei, Songtao, et al.
Published: (2026)
by: Wei, Songtao, et al.
Published: (2026)
Evidence-based Distributional Alignment for Large Language Models
by: Pham, Viet-Thanh, et al.
Published: (2026)
by: Pham, Viet-Thanh, et al.
Published: (2026)
Counterfactual Reasoning for Steerable Pluralistic Value Alignment of Large Language Models
by: Guo, Hanze, et al.
Published: (2025)
by: Guo, Hanze, et al.
Published: (2025)
Relative Value Biases in Large Language Models
by: Hayes, William M., et al.
Published: (2024)
by: Hayes, William M., et al.
Published: (2024)
Learning Advanced Self-Attention for Linear Transformers in the Singular Value Domain
by: Wi, Hyowon, et al.
Published: (2025)
by: Wi, Hyowon, et al.
Published: (2025)
LEAD: Learning Decomposition for Source-free Universal Domain Adaptation
by: Qu, Sanqing, et al.
Published: (2024)
by: Qu, Sanqing, et al.
Published: (2024)
TLoRA: Tri-Matrix Low-Rank Adaptation of Large Language Models
by: Islam, Tanvir
Published: (2025)
by: Islam, Tanvir
Published: (2025)
Exploring Federated Pruning for Large Language Models
by: Guo, Pengxin, et al.
Published: (2025)
by: Guo, Pengxin, et al.
Published: (2025)
CALR: Corrective Adaptive Low-Rank Decomposition for Efficient Large Language Model Layer Compression
by: Kautsar, Muchammad Daniyal, et al.
Published: (2025)
by: Kautsar, Muchammad Daniyal, et al.
Published: (2025)
FANoise: Singular Value-Adaptive Noise Modulation for Robust Multimodal Representation Learning
by: Li, Jiaoyang, et al.
Published: (2025)
by: Li, Jiaoyang, et al.
Published: (2025)
MoKA: Mixture of Kronecker Adapters
by: Sadeghi, Mohammadreza, et al.
Published: (2025)
by: Sadeghi, Mohammadreza, et al.
Published: (2025)
On the Limits of Self-Improving in Large Language Models: The Singularity Is Not Near Without Symbolic Model Synthesis
by: Zenil, Hector
Published: (2026)
by: Zenil, Hector
Published: (2026)
The Limited Impact of Medical Adaptation of Large Language and Vision-Language Models
by: Jeong, Daniel P., et al.
Published: (2024)
by: Jeong, Daniel P., et al.
Published: (2024)
CURing Large Models: Compression via CUR Decomposition
by: Park, Sanghyeon, et al.
Published: (2025)
by: Park, Sanghyeon, et al.
Published: (2025)
SPA-Cache: Singular Proxies for Adaptive Caching in Diffusion Language Models
by: Sun, Wenhao, et al.
Published: (2026)
by: Sun, Wenhao, et al.
Published: (2026)
Internal Value Alignment in Large Language Models through Controlled Value Vector Activation
by: Jin, Haoran, et al.
Published: (2025)
by: Jin, Haoran, et al.
Published: (2025)
Compressible Dynamics in Deep Overparameterized Low-Rank Learning & Adaptation
by: Yaras, Can, et al.
Published: (2024)
by: Yaras, Can, et al.
Published: (2024)
Auditing Language Model Unlearning via Information Decomposition
by: Goel, Anmol, et al.
Published: (2026)
by: Goel, Anmol, et al.
Published: (2026)
RE-Adapt: Reverse Engineered Adaptation of Large Language Models
by: Fleshman, William, et al.
Published: (2024)
by: Fleshman, William, et al.
Published: (2024)
Medical Adaptation of Large Language and Vision-Language Models: Are We Making Progress?
by: Jeong, Daniel P., et al.
Published: (2024)
by: Jeong, Daniel P., et al.
Published: (2024)
TalkLoRA: Communication-Aware Mixture of Low-Rank Adaptation for Large Language Models
by: Mu, Lin, et al.
Published: (2026)
by: Mu, Lin, et al.
Published: (2026)
Similar Items
-
PiSSA: Principal Singular Values and Singular Vectors Adaptation of Large Language Models
by: Meng, Fanxu, et al.
Published: (2024) -
KaSA: Knowledge-Aware Singular-Value Adaptation of Large Language Models
by: Wang, Fan, et al.
Published: (2024) -
EDoRA: Efficient Weight-Decomposed Low-Rank Adaptation via Singular Value Decomposition
by: Nasiri, Hamid, et al.
Published: (2025) -
Invisible Backdoor Attack Through Singular Value Decomposition
by: Chen, Wenmin, et al.
Published: (2024) -
GADPN: Graph Adaptive Denoising and Perturbation Networks via Singular Value Decomposition
by: Deng, Hao, et al.
Published: (2026)