Hurwitz Quaternion Multiplicative Quantization for KV Cache Compression
Fuente:
arXiv
Saved in:
| Main Authors: | Swain, Kabir, Han, Sijie, Weidele, Daniel Karl I., Martino, Mauro, Cox, David, Torralba, Antonio |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Tensor Cache: Eviction-conditioned Associative Memory for Transformers
by: Swain, Kabir, et al.
Published: (2026)
by: Swain, Kabir, et al.
Published: (2026)
Tensor Memory: Fixed-Size Recurrent State for Long-Horizon Transformers
by: Swain, Kabir, et al.
Published: (2026)
by: Swain, Kabir, et al.
Published: (2026)
The Pitfalls of KV Cache Compression
by: Chen, Alex, et al.
Published: (2025)
by: Chen, Alex, et al.
Published: (2025)
Quantization Dominates Rank Reduction for KV-Cache Compression
by: Salfati, Samuel
Published: (2026)
by: Salfati, Samuel
Published: (2026)
PolarQuant: Quantizing KV Caches with Polar Transformation
by: Han, Insu, et al.
Published: (2025)
by: Han, Insu, et al.
Published: (2025)
Small Models, Smarter Learning: The Power of Joint Task Training
by: Both, Csaba, et al.
Published: (2025)
by: Both, Csaba, et al.
Published: (2025)
TurboAngle: Near-Lossless KV Cache Compression via Uniform Angle Quantization
by: Patel, Dipkumar
Published: (2026)
by: Patel, Dipkumar
Published: (2026)
FibQuant: Universal Vector Quantization for Random-Access KV-Cache Compression
by: Lee, Namyoon, et al.
Published: (2026)
by: Lee, Namyoon, et al.
Published: (2026)
AsymKV: Enabling 1-Bit Quantization of KV Cache with Layer-Wise Asymmetric Quantization Configurations
by: Tao, Qian, et al.
Published: (2024)
by: Tao, Qian, et al.
Published: (2024)
CommonKV: Compressing KV Cache with Cross-layer Parameter Sharing
by: Wang, Yixuan, et al.
Published: (2025)
by: Wang, Yixuan, et al.
Published: (2025)
ZipCache: Accurate and Efficient KV Cache Quantization with Salient Token Identification
by: He, Yefei, et al.
Published: (2024)
by: He, Yefei, et al.
Published: (2024)
No Token Left Behind: Reliable KV Cache Compression via Importance-Aware Mixed Precision Quantization
by: Yang, June Yong, et al.
Published: (2024)
by: Yang, June Yong, et al.
Published: (2024)
SQuat: Subspace-orthogonal KV Cache Quantization
by: Wang, Hao, et al.
Published: (2025)
by: Wang, Hao, et al.
Published: (2025)
Palu: Compressing KV-Cache with Low-Rank Projection
by: Chang, Chi-Chih, et al.
Published: (2024)
by: Chang, Chi-Chih, et al.
Published: (2024)
KVSculpt: KV Cache Compression as Distillation
by: Jiang, Bo, et al.
Published: (2026)
by: Jiang, Bo, et al.
Published: (2026)
RAP: KV-Cache Compression via RoPE-Aligned Pruning
by: Xin, Jihao, et al.
Published: (2026)
by: Xin, Jihao, et al.
Published: (2026)
OjaKV: Context-Aware Online Low-Rank KV Cache Compression
by: Zhu, Yuxuan, et al.
Published: (2025)
by: Zhu, Yuxuan, et al.
Published: (2025)
QJL: 1-Bit Quantized JL Transform for KV Cache Quantization with Zero Overhead
by: Zandieh, Amir, et al.
Published: (2024)
by: Zandieh, Amir, et al.
Published: (2024)
ClusterKV: Manipulating LLM KV Cache in Semantic Space for Recallable Compression
by: Liu, Guangda, et al.
Published: (2024)
by: Liu, Guangda, et al.
Published: (2024)
QuantSpec: Self-Speculative Decoding with Hierarchical Quantized KV Cache
by: Tiwari, Rishabh, et al.
Published: (2025)
by: Tiwari, Rishabh, et al.
Published: (2025)
SmallKV: Small Model Assisted Compensation of KV Cache Compression for Efficient LLM Inference
by: Zhao, Yi, et al.
Published: (2025)
by: Zhao, Yi, et al.
Published: (2025)
ReCalKV: Low-Rank KV Cache Compression via Head Reordering and Offline Calibration
by: Yan, Xianglong, et al.
Published: (2025)
by: Yan, Xianglong, et al.
Published: (2025)
RDKV: Rate-Distortion Bit Allocation for Joint Eviction and Quantization of the KV Cache
by: Zhang, Junkai, et al.
Published: (2026)
by: Zhang, Junkai, et al.
Published: (2026)
Enhancing Large Multimodal Models with Adaptive Sparsity and KV Cache Compression
by: Zhang, Te, et al.
Published: (2025)
by: Zhang, Te, et al.
Published: (2025)
MiniCache: KV Cache Compression in Depth Dimension for Large Language Models
by: Liu, Akide, et al.
Published: (2024)
by: Liu, Akide, et al.
Published: (2024)
HeadQ: Model-Visible Distortion and Score-Space Correction for KV-Cache Quantization
by: Williams, Jorge L. Ruiz
Published: (2026)
by: Williams, Jorge L. Ruiz
Published: (2026)
KeepKV: Achieving Periodic Lossless KV Cache Compression for Efficient LLM Inference
by: Tian, Yuxuan, et al.
Published: (2025)
by: Tian, Yuxuan, et al.
Published: (2025)
ManifoldKV: Training-Free KV Cache Compression via Euclidean Outlier Detection
by: Datta, Debajyoti, et al.
Published: (2026)
by: Datta, Debajyoti, et al.
Published: (2026)
KV Cache Quantization for Self-Forcing Video Generation: A 33-Method Empirical Study
by: Ranganath, Suraj, et al.
Published: (2026)
by: Ranganath, Suraj, et al.
Published: (2026)
MixKVQ: Query-Aware Mixed-Precision KV Cache Quantization for Long-Context Reasoning
by: Zhang, Tao, et al.
Published: (2025)
by: Zhang, Tao, et al.
Published: (2025)
Get More with LESS: Synthesizing Recurrence with KV Cache Compression for Efficient LLM Inference
by: Dong, Harry, et al.
Published: (2024)
by: Dong, Harry, et al.
Published: (2024)
LogQuant: Log-Distributed 2-Bit Quantization of KV Cache with Superior Accuracy Preservation
by: Chen, Han, et al.
Published: (2025)
by: Chen, Han, et al.
Published: (2025)
How Much Cache Does Reasoning Need? Depth-Cache Tradeoffs in KV-Compressed Transformers
by: Wang, Xiao
Published: (2026)
by: Wang, Xiao
Published: (2026)
NQKV: A KV Cache Quantization Scheme Based on Normal Distribution Characteristics
by: Cai, Zhihang, et al.
Published: (2025)
by: Cai, Zhihang, et al.
Published: (2025)
NSNQuant: A Double Normalization Approach for Calibration-Free Low-Bit Vector Quantization of KV Cache
by: Son, Donghyun, et al.
Published: (2025)
by: Son, Donghyun, et al.
Published: (2025)
Kitty: Accurate and Efficient 2-bit KV Cache Quantization with Dynamic Channel-wise Precision Boost
by: Xia, Haojun, et al.
Published: (2025)
by: Xia, Haojun, et al.
Published: (2025)
Eigen Attention: Attention in Low-Rank Space for KV Cache Compression
by: Saxena, Utkarsh, et al.
Published: (2024)
by: Saxena, Utkarsh, et al.
Published: (2024)
EVICPRESS: Joint KV-Cache Compression and Eviction for Efficient LLM Serving
by: Feng, Shaoting, et al.
Published: (2025)
by: Feng, Shaoting, et al.
Published: (2025)
CacheClip: Accelerating RAG with Effective KV Cache Reuse
by: Yang, Bin, et al.
Published: (2025)
by: Yang, Bin, et al.
Published: (2025)
KV Packet: Recomputation-Free Context-Independent KV Caching for LLMs
by: Chen, Chuangtao, et al.
Published: (2026)
by: Chen, Chuangtao, et al.
Published: (2026)
Similar Items
-
Tensor Cache: Eviction-conditioned Associative Memory for Transformers
by: Swain, Kabir, et al.
Published: (2026) -
Tensor Memory: Fixed-Size Recurrent State for Long-Horizon Transformers
by: Swain, Kabir, et al.
Published: (2026) -
The Pitfalls of KV Cache Compression
by: Chen, Alex, et al.
Published: (2025) -
Quantization Dominates Rank Reduction for KV-Cache Compression
by: Salfati, Samuel
Published: (2026) -
PolarQuant: Quantizing KV Caches with Polar Transformation
by: Han, Insu, et al.
Published: (2025)