TreeKV: Smooth Key-Value Cache Compression with Tree Structures
Fuente:
arXiv
Saved in:
| Main Authors: | He, Ziwei, Yuan, Jian, Bai, Haoli, Leng, Jingwen, Jiang, Bo |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
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)
FreqKV: Key-Value Compression in Frequency Domain for Context Window Extension
by: Kai, Jushi, et al.
Published: (2025)
by: Kai, Jushi, et al.
Published: (2025)
Fovea Transformer: Efficient Long-Context Modeling with Structured Fine-to-Coarse Attention
by: He, Ziwei, et al.
Published: (2023)
by: He, Ziwei, et al.
Published: (2023)
Key, Value, Compress: A Systematic Exploration of KV Cache Compression Techniques
by: Javidnia, Neusha, et al.
Published: (2025)
by: Javidnia, Neusha, et al.
Published: (2025)
One Size Does Not Fit All: Token-Wise Adaptive Compression for KV Cache
by: Lu, Liming, et al.
Published: (2026)
by: Lu, Liming, et al.
Published: (2026)
KVSculpt: KV Cache Compression as Distillation
by: Jiang, Bo, et al.
Published: (2026)
by: Jiang, Bo, et al.
Published: (2026)
HeteroCache: A Dynamic Retrieval Approach to Heterogeneous KV Cache Compression for Long-Context LLM Inference
by: Shi, Zhiyuan, et al.
Published: (2026)
by: Shi, Zhiyuan, 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)
CodeComp: Structural KV Cache Compression for Agentic Coding
by: Chen, Qiujiang, et al.
Published: (2026)
by: Chen, Qiujiang, et al.
Published: (2026)
SONIC: Segmented Optimized Nexus for Information Compression in Key-Value Caching
by: Chen, Hong, et al.
Published: (2026)
by: Chen, Hong, et al.
Published: (2026)
SCOPE: Optimizing Key-Value Cache Compression in Long-context Generation
by: Wu, Jialong, et al.
Published: (2024)
by: Wu, Jialong, et al.
Published: (2024)
KV-Compress: Paged KV-Cache Compression with Variable Compression Rates per Attention Head
by: Rehg, Isaac
Published: (2024)
by: Rehg, Isaac
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)
CaliDrop: KV Cache Compression with Calibration
by: Su, Yi, et al.
Published: (2025)
by: Su, Yi, et al.
Published: (2025)
KV-CoRE: Benchmarking Data-Dependent Low-Rank Compressibility of KV-Caches in LLMs
by: Chen, Jian, et al.
Published: (2026)
by: Chen, Jian, et al.
Published: (2026)
Lossless KV Cache Compression to 2%
by: Yang, Zhen, et al.
Published: (2024)
by: Yang, Zhen, et al.
Published: (2024)
Which Heads Matter for Reasoning? RL-Guided KV Cache Compression
by: Du, Wenjie, et al.
Published: (2025)
by: Du, Wenjie, et al.
Published: (2025)
EvolKV: Evolutionary KV Cache Compression for LLM Inference
by: Yu, Bohan, et al.
Published: (2025)
by: Yu, Bohan, et al.
Published: (2025)
EchoKV: Efficient KV Cache Compression via Similarity-Based Reconstruction
by: Ji, Shiyu, et al.
Published: (2026)
by: Ji, Shiyu, et al.
Published: (2026)
R-KV: Redundancy-aware KV Cache Compression for Reasoning Models
by: Cai, Zefan, et al.
Published: (2025)
by: Cai, Zefan, 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)
DynamicKV: Task-Aware Adaptive KV Cache Compression for Long Context LLMs
by: Zhou, Xiabin, et al.
Published: (2024)
by: Zhou, Xiabin, et al.
Published: (2024)
KV-Runahead: Scalable Causal LLM Inference by Parallel Key-Value Cache Generation
by: Cho, Minsik, et al.
Published: (2024)
by: Cho, Minsik, et al.
Published: (2024)
AttentionPredictor: Temporal Patterns Matter for KV Cache Compression
by: Yang, Qingyue, et al.
Published: (2025)
by: Yang, Qingyue, et al.
Published: (2025)
SemantiCache: Efficient KV Cache Compression via Semantic Chunking and Clustered Merging
by: Wu, Shunlong, et al.
Published: (2026)
by: Wu, Shunlong, et al.
Published: (2026)
Understanding the Physics of Key-Value Cache Compression for LLMs through Attention Dynamics
by: Ananthanarayanan, Samhruth, et al.
Published: (2026)
by: Ananthanarayanan, Samhruth, et al.
Published: (2026)
PyramidKV: Dynamic KV Cache Compression based on Pyramidal Information Funneling
by: Cai, Zefan, et al.
Published: (2024)
by: Cai, Zefan, et al.
Published: (2024)
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)
FlowKV: Enhancing Multi-Turn Conversational Coherence in LLMs via Isolated Key-Value Cache Management
by: Liu, Xiang, et al.
Published: (2025)
by: Liu, Xiang, 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)
ReST-KV: Robust KV Cache Eviction with Layer-wise Output Reconstruction and Spatial-Temporal Smoothing
by: An, Yongqi, et al.
Published: (2026)
by: An, Yongqi, et al.
Published: (2026)
Inference-Time Hyper-Scaling with KV Cache Compression
by: Łańcucki, Adrian, et al.
Published: (2025)
by: Łańcucki, Adrian, et al.
Published: (2025)
Homogeneous Keys, Heterogeneous Values: Exploiting Local KV Cache Asymmetry for Long-Context LLMs
by: Cui, Wanyun, et al.
Published: (2025)
by: Cui, Wanyun, 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)
FastKV: Decoupling of Context Reduction and KV Cache Compression for Prefill-Decoding Acceleration
by: Jo, Dongwon, et al.
Published: (2025)
by: Jo, Dongwon, et al.
Published: (2025)
DeltaKV: Residual-Based KV Cache Compression via Long-Range Similarity
by: Hao, Jitai, et al.
Published: (2026)
by: Hao, Jitai, et al.
Published: (2026)
FAEDKV: Infinite-Window Fourier Transform for Unbiased KV Cache Compression
by: Li, Runchao, et al.
Published: (2025)
by: Li, Runchao, et al.
Published: (2025)
Efficient Long-Context LLM Inference via KV Cache Clustering
by: Hu, Jie, et al.
Published: (2025)
by: Hu, Jie, et al.
Published: (2025)
OjaKV: Context-Aware Online Low-Rank KV Cache Compression
by: Zhu, Yuxuan, et al.
Published: (2025)
by: Zhu, Yuxuan, et al.
Published: (2025)
CommVQ: Commutative Vector Quantization for KV Cache Compression
by: Li, Junyan, et al.
Published: (2025)
by: Li, Junyan, et al.
Published: (2025)
Similar Items
-
WeightedKV: Attention Scores Weighted Key-Value Cache Merging for Large Language Models
by: Yuan, Jian, et al.
Published: (2025) -
FreqKV: Key-Value Compression in Frequency Domain for Context Window Extension
by: Kai, Jushi, et al.
Published: (2025) -
Fovea Transformer: Efficient Long-Context Modeling with Structured Fine-to-Coarse Attention
by: He, Ziwei, et al.
Published: (2023) -
Key, Value, Compress: A Systematic Exploration of KV Cache Compression Techniques
by: Javidnia, Neusha, et al.
Published: (2025) -
One Size Does Not Fit All: Token-Wise Adaptive Compression for KV Cache
by: Lu, Liming, et al.
Published: (2026)