Imagen de Portada

WindowKV: Task-Adaptive Group-Wise KV Cache Window Selection for Efficient LLM Inference

Fuente: arXiv

Guardado en:

Detalles Bibliográficos
Autores principales:	Zuo, Youhui, Wei, Sibo, Zhang, Chen, Liu, Zhuorui, Lu, Wenpeng, Song, Dawei
Formato:	Preprint
Publicado:	2025
Materias:	Computation and Language
Acceso en línea:	Acceder al recurso
Etiquetas:	Agregar Etiqueta Sin Etiquetas, Sea el primero en etiquetar este registro!

Ejemplares similares

Efficient Long-Context LLM Inference via KV Cache Clustering
por: Hu, Jie, et al.
Publicado: (2025)

WindowQuant: Mixed-Precision KV Cache Quantization based on Window-Level Similarity for VLMs Inference Optimization
por: Tao, Wei, et al.
Publicado: (2026)

FreeKV: Boosting KV Cache Retrieval for Efficient LLM Inference
por: Liu, Guangda, et al.
Publicado: (2025)

Ada-KV: Optimizing KV Cache Eviction by Adaptive Budget Allocation for Efficient LLM Inference
por: Feng, Yuan, et al.
Publicado: (2024)

KVSharer: Efficient Inference via Layer-Wise Dissimilar KV Cache Sharing
por: Yang, Yifei, et al.
Publicado: (2024)

ChunkKV: Semantic-Preserving KV Cache Compression for Efficient Long-Context LLM Inference
por: Liu, Xiang, et al.
Publicado: (2025)

FAEDKV: Infinite-Window Fourier Transform for Unbiased KV Cache Compression
por: Li, Runchao, et al.
Publicado: (2025)

KeepKV: Achieving Periodic Lossless KV Cache Compression for Efficient LLM Inference
por: Tian, Yuxuan, et al.
Publicado: (2025)

DynamicKV: Task-Aware Adaptive KV Cache Compression for Long Context LLMs
por: Zhou, Xiabin, et al.
Publicado: (2024)

EvolKV: Evolutionary KV Cache Compression for LLM Inference
por: Yu, Bohan, et al.
Publicado: (2025)

SentenceKV: Efficient LLM Inference via Sentence-Level Semantic KV Caching
por: Zhu, Yuxuan, et al.
Publicado: (2025)

ShadowKV: KV Cache in Shadows for High-Throughput Long-Context LLM Inference
por: Sun, Hanshi, et al.
Publicado: (2024)

QAQ: Quality Adaptive Quantization for LLM KV Cache
por: Dong, Shichen, et al.
Publicado: (2024)

Task-KV: Task-aware KV Cache Optimization via Semantic Differentiation of Attention Heads
por: He, Xingyang, et al.
Publicado: (2025)

MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference
por: Li, Kunxi, et al.
Publicado: (2025)

AhaKV: Adaptive Holistic Attention-Driven KV Cache Eviction for Efficient Inference of Large Language Models
por: Gu, Yifeng, et al.
Publicado: (2025)

DASH-KV: Accelerating Long-Context LLM Inference via Asymmetric KV Cache Hashing
por: Guo, Jinyu, et al.
Publicado: (2026)

ZigzagAttention: Efficient Long-Context Inference with Exclusive Retrieval and Streaming Heads
por: Liu, Zhuorui, et al.
Publicado: (2025)

Taming the Fragility of KV Cache Eviction in LLM Inference
por: Feng, Yuan, et al.
Publicado: (2025)

KVTuner: Sensitivity-Aware Layer-Wise Mixed-Precision KV Cache Quantization for Efficient and Nearly Lossless LLM Inference
por: Li, Xing, et al.
Publicado: (2025)

One Size Does Not Fit All: Token-Wise Adaptive Compression for KV Cache
por: Lu, Liming, et al.
Publicado: (2026)

DepthKV: Layer-Dependent KV Cache Pruning for Long-Context LLM Inference
por: Dehghanighobadi, Zahra, et al.
Publicado: (2026)

MiniKV: Pushing the Limits of LLM Inference via 2-Bit Layer-Discriminative KV Cache
por: Sharma, Akshat, et al.
Publicado: (2024)

Compressing KV Cache for Long-Context LLM Inference with Inter-Layer Attention Similarity
por: Ma, Da, et al.
Publicado: (2024)

GEAR: An Efficient KV Cache Compression Recipe for Near-Lossless Generative Inference of LLM
por: Kang, Hao, et al.
Publicado: (2024)

EchoKV: Efficient KV Cache Compression via Similarity-Based Reconstruction
por: Ji, Shiyu, et al.
Publicado: (2026)

TailorKV: A Hybrid Framework for Long-Context Inference via Tailored KV Cache Optimization
por: Yao, Dingyu, et al.
Publicado: (2025)

GraphKV: Breaking the Static Selection Paradigm with Graph-Based KV Cache Eviction
por: Li, Xuelin, et al.
Publicado: (2025)

RocketKV: Accelerating Long-Context LLM Inference via Two-Stage KV Cache Compression
por: Behnam, Payman, et al.
Publicado: (2025)

MEDA: Dynamic KV Cache Allocation for Efficient Multimodal Long-Context Inference
por: Wan, Zhongwei, et al.
Publicado: (2025)

EFIM: Efficient Serving of LLMs for Infilling Tasks with Improved KV Cache Reuse
por: Guo, Tianyu, et al.
Publicado: (2025)

Mitigating KV Cache Competition to Enhance User Experience in LLM Inference
por: Shen, Haiying, et al.
Publicado: (2025)

VecInfer: Efficient LLM Inference with Low-Bit KV Cache via Outlier-Suppressed Vector Quantization
por: Yao, Dingyu, et al.
Publicado: (2025)

KV Cache Transform Coding for Compact Storage in LLM Inference
por: Staniszewski, Konrad, et al.
Publicado: (2025)

PyramidInfer: Pyramid KV Cache Compression for High-throughput LLM Inference
por: Yang, Dongjie, et al.
Publicado: (2024)

OBCache: Optimal Brain KV Cache Pruning for Efficient Long-Context LLM Inference
por: Gu, Yuzhe, 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)

Layer-Condensed KV Cache for Efficient Inference of Large Language Models
por: Wu, Haoyi, et al.
Publicado: (2024)

G-KV: Decoding-Time KV Cache Eviction with Global Attention
por: Liao, Mengqi, et al.
Publicado: (2025)

PolyKV: A Shared Asymmetrically-Compressed KV Cache Pool for Multi-Agent LLM Inference
por: Patel, Ishan, et al.
Publicado: (2026)