Sparse Attention across Multiple-context KV Cache
Fuente:
arXiv
Saved in:
| Main Authors: | Cao, Ziyi, Si, Qingyi, Zhang, Jingbin, Liu, Bingquan |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
In-context KV-Cache Eviction for LLMs via Attention-Gate
by: Zeng, Zihao, et al.
Published: (2024)
by: Zeng, Zihao, 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)
RazorAttention: Efficient KV Cache Compression Through Retrieval Heads
by: Tang, Hanlin, et al.
Published: (2024)
by: Tang, Hanlin, et al.
Published: (2024)
SWAN: Sparse Winnowed Attention for Reduced Inference Memory via Decompression-Free KV-Cache Compression
by: S, Santhosh G, et al.
Published: (2025)
by: S, Santhosh G, et al.
Published: (2025)
Beyond KV Caching: Shared Attention for Efficient LLMs
by: Liao, Bingli, et al.
Published: (2024)
by: Liao, Bingli, et al.
Published: (2024)
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)
ChunkAttention: Efficient Self-Attention with Prefix-Aware KV Cache and Two-Phase Partition
by: Ye, Lu, et al.
Published: (2024)
by: Ye, Lu, et al.
Published: (2024)
Attention Is All You Need for KV Cache in Diffusion LLMs
by: Nguyen-Tri, Quan, et al.
Published: (2025)
by: Nguyen-Tri, Quan, et al.
Published: (2025)
ShadowKV: KV Cache in Shadows for High-Throughput Long-Context LLM Inference
by: Sun, Hanshi, et al.
Published: (2024)
by: Sun, Hanshi, et al.
Published: (2024)
CAOTE: KV Cache Selection for LLMs via Attention Output Error-Based Token Eviction
by: Goel, Raghavv, et al.
Published: (2025)
by: Goel, Raghavv, et al.
Published: (2025)
ForesightKV: Optimizing KV Cache Eviction for Reasoning Models by Learning Long-Term Contribution
by: Dong, Zican, et al.
Published: (2026)
by: Dong, Zican, et al.
Published: (2026)
LoLA: Low-Rank Linear Attention With Sparse Caching
by: McDermott, Luke, et al.
Published: (2025)
by: McDermott, Luke, et al.
Published: (2025)
MiniKV: Pushing the Limits of LLM Inference via 2-Bit Layer-Discriminative KV Cache
by: Sharma, Akshat, et al.
Published: (2024)
by: Sharma, Akshat, et al.
Published: (2024)
HCAttention: Extreme KV Cache Compression via Heterogeneous Attention Computing for LLMs
by: Yang, Dongquan, et al.
Published: (2025)
by: Yang, Dongquan, et al.
Published: (2025)
Forgetting to Forget: Attention Sink as A Gateway for Backdooring LLM Unlearning
by: Shang, Bingqi, et al.
Published: (2025)
by: Shang, Bingqi, 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)
RetentiveKV: State-Space Memory for Uncertainty-Aware Multimodal KV Cache Eviction
by: Liu, Sihao, et al.
Published: (2026)
by: Liu, Sihao, et al.
Published: (2026)
FreeKV: Boosting KV Cache Retrieval for Efficient LLM Inference
by: Liu, Guangda, et al.
Published: (2025)
by: Liu, Guangda, 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)
LongFlow: Efficient KV Cache Compression for Reasoning Models
by: Su, Yi, et al.
Published: (2026)
by: Su, Yi, et al.
Published: (2026)
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)
Inference-Time Hyper-Scaling with KV Cache Compression
by: Łańcucki, Adrian, et al.
Published: (2025)
by: Łańcucki, Adrian, et al.
Published: (2025)
SqueezeAttention: 2D Management of KV-Cache in LLM Inference via Layer-wise Optimal Budget
by: Wang, Zihao, et al.
Published: (2024)
by: Wang, Zihao, et al.
Published: (2024)
Attention Score is not All You Need for Token Importance Indicator in KV Cache Reduction: Value Also Matters
by: Guo, Zhiyu, et al.
Published: (2024)
by: Guo, Zhiyu, et al.
Published: (2024)
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)
KVSculpt: KV Cache Compression as Distillation
by: Jiang, Bo, et al.
Published: (2026)
by: Jiang, Bo, et al.
Published: (2026)
IndexCache: Accelerating Sparse Attention via Cross-Layer Index Reuse
by: Bai, Yushi, et al.
Published: (2026)
by: Bai, Yushi, et al.
Published: (2026)
RocketKV: Accelerating Long-Context LLM Inference via Two-Stage KV Cache Compression
by: Behnam, Payman, et al.
Published: (2025)
by: Behnam, Payman, et al.
Published: (2025)
SCBench: A KV Cache-Centric Analysis of Long-Context Methods
by: Li, Yucheng, et al.
Published: (2024)
by: Li, Yucheng, et al.
Published: (2024)
ParisKV: Fast and Drift-Robust KV-Cache Retrieval for Long-Context LLMs
by: Qi, Yanlin, et al.
Published: (2026)
by: Qi, Yanlin, et al.
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)
LouisKV: Efficient KV Cache Retrieval for Long Input-Output Sequences
by: Wu, Wenbo, et al.
Published: (2025)
by: Wu, Wenbo, 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)
KV Cache Offloading for Context-Intensive Tasks
by: Bocharnikov, Andrey, et al.
Published: (2026)
by: Bocharnikov, Andrey, et al.
Published: (2026)
SentenceKV: Efficient LLM Inference via Sentence-Level Semantic KV Caching
by: Zhu, Yuxuan, et al.
Published: (2025)
by: Zhu, 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)
KVSharer: Efficient Inference via Layer-Wise Dissimilar KV Cache Sharing
by: Yang, Yifei, et al.
Published: (2024)
by: Yang, Yifei, et al.
Published: (2024)
MadaKV: Adaptive Modality-Perception KV Cache Eviction for Efficient Multimodal Long-Context Inference
by: Li, Kunxi, et al.
Published: (2025)
by: Li, Kunxi, et al.
Published: (2025)
EliteKV: Scalable KV Cache Compression via RoPE Frequency Selection and Joint Low-Rank Projection
by: Zhou, Yuhao, et al.
Published: (2025)
by: Zhou, Yuhao, et al.
Published: (2025)
XKV: Personalized KV Cache Memory Reduction for Long-Context LLM Inference
by: Li, Weizhuo, et al.
Published: (2024)
by: Li, Weizhuo, et al.
Published: (2024)
Similar Items
-
In-context KV-Cache Eviction for LLMs via Attention-Gate
by: Zeng, Zihao, et al.
Published: (2024) -
AttentionPredictor: Temporal Patterns Matter for KV Cache Compression
by: Yang, Qingyue, et al.
Published: (2025) -
RazorAttention: Efficient KV Cache Compression Through Retrieval Heads
by: Tang, Hanlin, et al.
Published: (2024) -
SWAN: Sparse Winnowed Attention for Reduced Inference Memory via Decompression-Free KV-Cache Compression
by: S, Santhosh G, et al.
Published: (2025) -
Beyond KV Caching: Shared Attention for Efficient LLMs
by: Liao, Bingli, et al.
Published: (2024)