Reconstructing KV Caches with Cross-layer Fusion For Enhanced Transformers
Fuente:
arXiv
Saved in:
| Main Authors: | Lin, Hongzhan, Bai, Zhiqi, Zhang, Xinmiao, Yang, Sen, Li, Xiang, Yang, Siran, Xu, Yunlong, Liu, Jiaheng, Zhao, Yongchi, Wang, Jiamang, Xu, Yuchi, Su, Wenbo, Zheng, Bo |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
DESIGNER: Design-Logic-Guided Multidisciplinary Data Synthesis for LLM Reasoning
by: Liu, Weize, et al.
Published: (2025)
by: Liu, Weize, et al.
Published: (2025)
YOCO++: Enhancing YOCO with KV Residual Connections for Efficient LLM Inference
by: Wu, You, et al.
Published: (2026)
by: Wu, You, et al.
Published: (2026)
CommonKV: Compressing KV Cache with Cross-layer Parameter Sharing
by: Wang, Yixuan, et al.
Published: (2025)
by: Wang, Yixuan, et al.
Published: (2025)
AMS-KV: Adaptive KV Caching in Multi-Scale Visual Autoregressive Transformers
by: Xu, Boxun, et al.
Published: (2025)
by: Xu, Boxun, et al.
Published: (2025)
Mitigating KV Cache Competition to Enhance User Experience in LLM Inference
by: Shen, Haiying, et al.
Published: (2025)
by: Shen, Haiying, et al.
Published: (2025)
Cross-Self KV Cache Pruning for Efficient Vision-Language Inference
by: Pei, Xiaohuan, et al.
Published: (2024)
by: Pei, Xiaohuan, et al.
Published: (2024)
StreamKV: Streaming Video Question-Answering with Segment-based KV Cache Retrieval and Compression
by: Chen, Yilong, et al.
Published: (2025)
by: Chen, Yilong, et al.
Published: (2025)
LouisKV: Efficient KV Cache Retrieval for Long Input-Output Sequences
by: Wu, Wenbo, et al.
Published: (2025)
by: Wu, Wenbo, et al.
Published: (2025)
Lookahead Q-Cache: Achieving More Consistent KV Cache Eviction via Pseudo Query
by: Wang, Yixuan, et al.
Published: (2025)
by: Wang, Yixuan, et al.
Published: (2025)
Training Transformers for KV Cache Compressibility
by: Gelberg, Yoav, et al.
Published: (2026)
by: Gelberg, Yoav, et al.
Published: (2026)
KVSculpt: KV Cache Compression as Distillation
by: Jiang, Bo, et al.
Published: (2026)
by: Jiang, Bo, et al.
Published: (2026)
NestedKV: Nested Memory Routing for Long-Context KV Cache Compression
by: Chen, Hong, et al.
Published: (2026)
by: Chen, Hong, et al.
Published: (2026)
Past- and Future-Informed KV Cache Policy with Salience Estimation in Autoregressive Video Diffusion
by: Chen, Hanmo, et al.
Published: (2026)
by: Chen, Hanmo, et al.
Published: (2026)
EchoKV: Efficient KV Cache Compression via Similarity-Based Reconstruction
by: Ji, Shiyu, et al.
Published: (2026)
by: Ji, Shiyu, et al.
Published: (2026)
PackKV: Reducing KV Cache Memory Footprint through LLM-Aware Lossy Compression
by: Jiang, Bo, et al.
Published: (2025)
by: Jiang, Bo, et al.
Published: (2025)
Complementary Reinforcement Learning
by: Muhtar, Dilxat, et al.
Published: (2026)
by: Muhtar, Dilxat, et al.
Published: (2026)
RefreshKV: Updating Small KV Cache During Long-form Generation
by: Xu, Fangyuan, et al.
Published: (2024)
by: Xu, Fangyuan, et al.
Published: (2024)
KVSink: Understanding and Enhancing the Preservation of Attention Sinks in KV Cache Quantization for LLMs
by: Su, Zunhai, et al.
Published: (2025)
by: Su, Zunhai, et al.
Published: (2025)
KVReviver: Reversible KV Cache Compression with Sketch-Based Token Reconstruction
by: Yuan, Aomufei, et al.
Published: (2025)
by: Yuan, Aomufei, et al.
Published: (2025)
TreeKV: Smooth Key-Value Cache Compression with Tree Structures
by: He, Ziwei, et al.
Published: (2025)
by: He, Ziwei, 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)
Judge Q: Trainable Queries for Optimized Information Retention in KV Cache Eviction
by: Liu, Yijun, et al.
Published: (2025)
by: Liu, Yijun, et al.
Published: (2025)
ShadowServe: Interference-Free KV Cache Fetching for Distributed Prefix Caching
by: Xiang, Xingyu, et al.
Published: (2025)
by: Xiang, Xingyu, et al.
Published: (2025)
SQuat: Subspace-orthogonal KV Cache Quantization
by: Wang, Hao, et al.
Published: (2025)
by: Wang, Hao, et al.
Published: (2025)
D-CPT Law: Domain-specific Continual Pre-Training Scaling Law for Large Language Models
by: Que, Haoran, et al.
Published: (2024)
by: Que, Haoran, et al.
Published: (2024)
ChunkKV: Semantic-Preserving KV Cache Compression for Efficient Long-Context LLM Inference
by: Liu, Xiang, et al.
Published: (2025)
by: Liu, Xiang, et al.
Published: (2025)
Selective KV-Cache Sharing to Mitigate Timing Side-Channels in LLM Inference
by: Chu, Kexin, et al.
Published: (2025)
by: Chu, Kexin, et al.
Published: (2025)
Lossless KV Cache Compression to 2%
by: Yang, Zhen, et al.
Published: (2024)
by: Yang, Zhen, et al.
Published: (2024)
KVzip: Query-Agnostic KV Cache Compression with Context Reconstruction
by: Kim, Jang-Hyun, et al.
Published: (2025)
by: Kim, Jang-Hyun, et al.
Published: (2025)
PolarQuant: Quantizing KV Caches with Polar Transformation
by: Han, Insu, et al.
Published: (2025)
by: Han, Insu, et al.
Published: (2025)
A Token/KV-Cache Communication Media Selection and Resource Allocation Strategy for Multi-Agent Collaboration
by: Dai, Lipeng, et al.
Published: (2026)
by: Dai, Lipeng, et al.
Published: (2026)
XQuant: Achieving Ultra-Low Bit KV Cache Quantization with Cross-Layer Compression
by: Yang, Haoqi, et al.
Published: (2025)
by: Yang, Haoqi, et al.
Published: (2025)
Logics-STEM: Empowering LLM Reasoning via Failure-Driven Post-Training and Document Knowledge Enhancement
by: Xu, Mingyu, et al.
Published: (2026)
by: Xu, Mingyu, et al.
Published: (2026)
ReasonCache: Accelerating Large Reasoning Model Serving through KV Cache Sharing
by: Chen, Kaiwen, et al.
Published: (2025)
by: Chen, Kaiwen, et al.
Published: (2025)
xKV: Cross-Layer KV-Cache Compression via Aligned Singular Vector Extraction
by: Chang, Chi-Chih, et al.
Published: (2025)
by: Chang, Chi-Chih, et al.
Published: (2025)
WeightedKV: Attention Scores Weighted Key-Value Cache Merging for Large Language Models
by: Yuan, Jian, et al.
Published: (2025)
by: Yuan, Jian, et al.
Published: (2025)
SentenceKV: Efficient LLM Inference via Sentence-Level Semantic KV Caching
by: Zhu, Yuxuan, et al.
Published: (2025)
by: Zhu, Yuxuan, et al.
Published: (2025)
KV Cache Optimization Strategies for Scalable and Efficient LLM Inference
by: Xu, Yichun, et al.
Published: (2026)
by: Xu, Yichun, 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)
Token Caching for Diffusion Transformer Acceleration
by: Lou, Jinming, et al.
Published: (2024)
by: Lou, Jinming, et al.
Published: (2024)
Similar Items
-
DESIGNER: Design-Logic-Guided Multidisciplinary Data Synthesis for LLM Reasoning
by: Liu, Weize, et al.
Published: (2025) -
YOCO++: Enhancing YOCO with KV Residual Connections for Efficient LLM Inference
by: Wu, You, et al.
Published: (2026) -
CommonKV: Compressing KV Cache with Cross-layer Parameter Sharing
by: Wang, Yixuan, et al.
Published: (2025) -
AMS-KV: Adaptive KV Caching in Multi-Scale Visual Autoregressive Transformers
by: Xu, Boxun, et al.
Published: (2025) -
Mitigating KV Cache Competition to Enhance User Experience in LLM Inference
by: Shen, Haiying, et al.
Published: (2025)