FAEDKV: Infinite-Window Fourier Transform for Unbiased KV Cache Compression
Fuente:
arXiv
Saved in:
| Main Authors: | Li, Runchao, Fu, Yao, Sheng, Mu, Long, Xianxuan, Yu, Haotian, Li, Pan |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Dynamic Self-Distillation via Previous Mini-batches for Fine-tuning Small Language Models
by: Fu, Yao, et al.
Published: (2024)
by: Fu, Yao, et al.
Published: (2024)
Pruning Weights but Not Truth: Safeguarding Truthfulness While Pruning LLMs
by: Fu, Yao, et al.
Published: (2025)
by: Fu, Yao, et al.
Published: (2025)
When Truthful Representations Flip Under Deceptive Instructions?
by: Long, Xianxuan, et al.
Published: (2025)
by: Long, Xianxuan, et al.
Published: (2025)
Quantized but Deceptive? A Multi-Dimensional Truthfulness Evaluation of Quantized LLMs
by: Fu, Yao, et al.
Published: (2025)
by: Fu, Yao, et al.
Published: (2025)
CaliDrop: KV Cache Compression with Calibration
by: Su, Yi, et al.
Published: (2025)
by: Su, Yi, et al.
Published: (2025)
WindowKV: Task-Adaptive Group-Wise KV Cache Window Selection for Efficient LLM Inference
by: Zuo, Youhui, et al.
Published: (2025)
by: Zuo, Youhui, 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)
Time and Memory Trade-off of KV-Cache Compression in Tensor Transformer Decoding
by: Chen, Yifang, et al.
Published: (2025)
by: Chen, Yifang, et al.
Published: (2025)
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)
R-KV: Redundancy-aware KV Cache Compression for Reasoning Models
by: Cai, Zefan, et al.
Published: (2025)
by: Cai, Zefan, et al.
Published: (2025)
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)
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)
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)
AttentionPredictor: Temporal Patterns Matter for KV Cache Compression
by: Yang, Qingyue, et al.
Published: (2025)
by: Yang, Qingyue, et al.
Published: (2025)
Compressing KV Cache for Long-Context LLM Inference with Inter-Layer Attention Similarity
by: Ma, Da, et al.
Published: (2024)
by: Ma, Da, et al.
Published: (2024)
Lossless KV Cache Compression to 2%
by: Yang, Zhen, et al.
Published: (2024)
by: Yang, Zhen, et al.
Published: (2024)
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)
PyramidKV: Dynamic KV Cache Compression based on Pyramidal Information Funneling
by: Cai, Zefan, et al.
Published: (2024)
by: Cai, Zefan, 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)
NestedKV: Nested Memory Routing for Long-Context KV Cache Compression
by: Chen, Hong, et al.
Published: (2026)
by: Chen, Hong, 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)
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)
Hold Onto That Thought: Assessing KV Cache Compression On Reasoning
by: Liu, Minghui, et al.
Published: (2025)
by: Liu, Minghui, 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)
WindowQuant: Mixed-Precision KV Cache Quantization based on Window-Level Similarity for VLMs Inference Optimization
by: Tao, Wei, et al.
Published: (2026)
by: Tao, Wei, et al.
Published: (2026)
Beyond Homogeneous Attention: Memory-Efficient LLMs via Fourier-Approximated KV Cache
by: Liu, Xiaoran, et al.
Published: (2025)
by: Liu, Xiaoran, 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)
KVSculpt: KV Cache Compression as Distillation
by: Jiang, Bo, et al.
Published: (2026)
by: Jiang, Bo, et al.
Published: (2026)
PyramidInfer: Pyramid KV Cache Compression for High-throughput LLM Inference
by: Yang, Dongjie, et al.
Published: (2024)
by: Yang, Dongjie, 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)
SurfaceLogicKV: Surface and Logic Attention Behaviors are All You Need for Robust KV Cache Compression
by: Li, Mengjie, et al.
Published: (2025)
by: Li, Mengjie, 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)
RazorAttention: Efficient KV Cache Compression Through Retrieval Heads
by: Tang, Hanlin, et al.
Published: (2024)
by: Tang, Hanlin, et al.
Published: (2024)
CommVQ: Commutative Vector Quantization for KV Cache Compression
by: Li, Junyan, et al.
Published: (2025)
by: Li, Junyan, et al.
Published: (2025)
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)
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)
CodeComp: Structural KV Cache Compression for Agentic Coding
by: Chen, Qiujiang, et al.
Published: (2026)
by: Chen, Qiujiang, 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)
Inference-Time Hyper-Scaling with KV Cache Compression
by: Łańcucki, Adrian, et al.
Published: (2025)
by: Łańcucki, Adrian, et al.
Published: (2025)
Similar Items
-
Dynamic Self-Distillation via Previous Mini-batches for Fine-tuning Small Language Models
by: Fu, Yao, et al.
Published: (2024) -
Pruning Weights but Not Truth: Safeguarding Truthfulness While Pruning LLMs
by: Fu, Yao, et al.
Published: (2025) -
When Truthful Representations Flip Under Deceptive Instructions?
by: Long, Xianxuan, et al.
Published: (2025) -
Quantized but Deceptive? A Multi-Dimensional Truthfulness Evaluation of Quantized LLMs
by: Fu, Yao, et al.
Published: (2025) -
CaliDrop: KV Cache Compression with Calibration
by: Su, Yi, et al.
Published: (2025)