Randomization Boosts KV Caching, Learning Balances Query Load: A Joint Perspective
Fuente:
arXiv
Guardado en:
| Autores principales: | Wu, Fangzhou, Silwal, Sandeep, Qiuyi, Zhang |
|---|---|
| Formato: | Preprint |
| Publicado: |
2026
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
Capturing LLM Capabilities via Evidence-Calibrated Query Clustering
por: Wu, Fangzhou, et al.
Publicado: (2026)
por: Wu, Fangzhou, et al.
Publicado: (2026)
DynMuon: A Dynamic Spectral Shaping View of Muon
por: Wu, Fangzhou, et al.
Publicado: (2026)
por: Wu, Fangzhou, et al.
Publicado: (2026)
Efficient Training-Free Online Routing for High-Volume Multi-LLM Serving
por: Wu, Fangzhou, et al.
Publicado: (2025)
por: Wu, Fangzhou, et al.
Publicado: (2025)
FreeKV: Boosting KV Cache Retrieval for Efficient LLM Inference
por: Liu, Guangda, et al.
Publicado: (2025)
por: Liu, Guangda, et al.
Publicado: (2025)
Joint Encoding of KV-Cache Blocks for Scalable LLM Serving
por: Kampeas, Joseph, et al.
Publicado: (2026)
por: Kampeas, Joseph, et al.
Publicado: (2026)
RDKV: Rate-Distortion Bit Allocation for Joint Eviction and Quantization of the KV Cache
por: Zhang, Junkai, et al.
Publicado: (2026)
por: Zhang, Junkai, et al.
Publicado: (2026)
LouisKV: Efficient KV Cache Retrieval for Long Input-Output Sequences
por: Wu, Wenbo, et al.
Publicado: (2025)
por: Wu, Wenbo, et al.
Publicado: (2025)
MixKVQ: Query-Aware Mixed-Precision KV Cache Quantization for Long-Context Reasoning
por: Zhang, Tao, et al.
Publicado: (2025)
por: Zhang, Tao, et al.
Publicado: (2025)
CacheClip: Accelerating RAG with Effective KV Cache Reuse
por: Yang, Bin, et al.
Publicado: (2025)
por: Yang, Bin, et al.
Publicado: (2025)
ZipCache: Accurate and Efficient KV Cache Quantization with Salient Token Identification
por: He, Yefei, et al.
Publicado: (2024)
por: He, Yefei, et al.
Publicado: (2024)
CoKV: Optimizing KV Cache Allocation via Cooperative Game
por: Sun, Qiheng, et al.
Publicado: (2025)
por: Sun, Qiheng, et al.
Publicado: (2025)
Kitty: Accurate and Efficient 2-bit KV Cache Quantization with Dynamic Channel-wise Precision Boost
por: Xia, Haojun, et al.
Publicado: (2025)
por: Xia, Haojun, et al.
Publicado: (2025)
EVICPRESS: Joint KV-Cache Compression and Eviction for Efficient LLM Serving
por: Feng, Shaoting, et al.
Publicado: (2025)
por: Feng, Shaoting, et al.
Publicado: (2025)
The Pitfalls of KV Cache Compression
por: Chen, Alex, et al.
Publicado: (2025)
por: Chen, Alex, et al.
Publicado: (2025)
KV Packet: Recomputation-Free Context-Independent KV Caching for LLMs
por: Chen, Chuangtao, et al.
Publicado: (2026)
por: Chen, Chuangtao, et al.
Publicado: (2026)
RelayCaching: Accelerating LLM Collaboration via Decoding KV Cache Reuse
por: Geng, Yingsheng, et al.
Publicado: (2026)
por: Geng, Yingsheng, et al.
Publicado: (2026)
CommonKV: Compressing KV Cache with Cross-layer Parameter Sharing
por: Wang, Yixuan, et al.
Publicado: (2025)
por: Wang, Yixuan, et al.
Publicado: (2025)
EliteKV: Scalable KV Cache Compression via RoPE Frequency Selection and Joint Low-Rank Projection
por: Zhou, Yuhao, et al.
Publicado: (2025)
por: Zhou, Yuhao, et al.
Publicado: (2025)
SparK: Query-Aware Unstructured Sparsity with Recoverable KV Cache Channel Pruning
por: Liao, Huanxuan, et al.
Publicado: (2025)
por: Liao, Huanxuan, et al.
Publicado: (2025)
ClusterKV: Manipulating LLM KV Cache in Semantic Space for Recallable Compression
por: Liu, Guangda, et al.
Publicado: (2024)
por: Liu, Guangda, et al.
Publicado: (2024)
Palu: Compressing KV-Cache with Low-Rank Projection
por: Chang, Chi-Chih, et al.
Publicado: (2024)
por: Chang, Chi-Chih, et al.
Publicado: (2024)
ReCalKV: Low-Rank KV Cache Compression via Head Reordering and Offline Calibration
por: Yan, Xianglong, et al.
Publicado: (2025)
por: Yan, Xianglong, et al.
Publicado: (2025)
Advancing Long-Term Multi-Energy Load Forecasting with Patchformer: A Patch and Transformer-Based Approach
por: Hong, Qiuyi, et al.
Publicado: (2024)
por: Hong, Qiuyi, et al.
Publicado: (2024)
Cache What Lasts: Token Retention for Memory-Bounded KV Cache in LLMs
por: Bui, Ngoc, et al.
Publicado: (2025)
por: Bui, Ngoc, et al.
Publicado: (2025)
LookaheadKV: Fast and Accurate KV Cache Eviction by Glimpsing into the Future without Generation
por: Ahn, Jinwoo, et al.
Publicado: (2026)
por: Ahn, Jinwoo, et al.
Publicado: (2026)
Hierarchical Adaptive Eviction for KV Cache Management in Multimodal Language Models
por: Ma, Xindian, et al.
Publicado: (2026)
por: Ma, Xindian, et al.
Publicado: (2026)
Stateful KV Cache Management for LLMs: Balancing Space, Time, Accuracy, and Positional Fidelity
por: Poudel, Pratik
Publicado: (2025)
por: Poudel, Pratik
Publicado: (2025)
MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference
por: Li, Kunxi, et al.
Publicado: (2025)
por: Li, Kunxi, et al.
Publicado: (2025)
FibQuant: Universal Vector Quantization for Random-Access KV-Cache Compression
por: Lee, Namyoon, et al.
Publicado: (2026)
por: Lee, Namyoon, et al.
Publicado: (2026)
Accelerating LLM Inference Throughput via Asynchronous KV Cache Prefetching
por: Dong, Yanhao, et al.
Publicado: (2025)
por: Dong, Yanhao, et al.
Publicado: (2025)
Hurwitz Quaternion Multiplicative Quantization for KV Cache Compression
por: Swain, Kabir, et al.
Publicado: (2026)
por: Swain, Kabir, et al.
Publicado: (2026)
ReasonCache: Accelerating Large Reasoning Model Serving through KV Cache Sharing
por: Chen, Kaiwen, et al.
Publicado: (2025)
por: Chen, Kaiwen, et al.
Publicado: (2025)
PolarQuant: Quantizing KV Caches with Polar Transformation
por: Han, Insu, et al.
Publicado: (2025)
por: Han, Insu, et al.
Publicado: (2025)
Enhancing Large Multimodal Models with Adaptive Sparsity and KV Cache Compression
por: Zhang, Te, et al.
Publicado: (2025)
por: Zhang, Te, et al.
Publicado: (2025)
SmallKV: Small Model Assisted Compensation of KV Cache Compression for Efficient LLM Inference
por: Zhao, Yi, et al.
Publicado: (2025)
por: Zhao, Yi, et al.
Publicado: (2025)
Improving Model Representation and Reducing KV Cache via Skip Connections with First Value Heads
por: Wu, Zhoutong, et al.
Publicado: (2025)
por: Wu, Zhoutong, et al.
Publicado: (2025)
Memory Inception: Latent-Space KV Cache Manipulation for Steering LLMs
por: Liu, Andy Zeyi, et al.
Publicado: (2026)
por: Liu, Andy Zeyi, et al.
Publicado: (2026)
LAVa: Layer-wise KV Cache Eviction with Dynamic Budget Allocation
por: Shen, Yiqun, et al.
Publicado: (2025)
por: Shen, Yiqun, et al.
Publicado: (2025)
The Residual Stream Is All You Need: On the Redundancy of the KV Cache in Transformer Inference
por: Qasim, Kaleem Ullah, et al.
Publicado: (2026)
por: Qasim, Kaleem Ullah, et al.
Publicado: (2026)
KVSculpt: KV Cache Compression as Distillation
por: Jiang, Bo, et al.
Publicado: (2026)
por: Jiang, Bo, et al.
Publicado: (2026)
Ejemplares similares
-
Capturing LLM Capabilities via Evidence-Calibrated Query Clustering
por: Wu, Fangzhou, et al.
Publicado: (2026) -
DynMuon: A Dynamic Spectral Shaping View of Muon
por: Wu, Fangzhou, et al.
Publicado: (2026) -
Efficient Training-Free Online Routing for High-Volume Multi-LLM Serving
por: Wu, Fangzhou, et al.
Publicado: (2025) -
FreeKV: Boosting KV Cache Retrieval for Efficient LLM Inference
por: Liu, Guangda, et al.
Publicado: (2025) -
Joint Encoding of KV-Cache Blocks for Scalable LLM Serving
por: Kampeas, Joseph, et al.
Publicado: (2026)