Yejin Lee

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upvoted 6 papers 5 months ago

xKV: Cross-Layer SVD for KV-Cache Compression

Paper • 2503.18893 • Published Mar 24, 2025 • 5

Q-Filters: Leveraging QK Geometry for Efficient KV Cache Compression

Paper • 2503.02812 • Published Mar 4, 2025 • 10

KVzip: Query-Agnostic KV Cache Compression with Context Reconstruction

Paper • 2505.23416 • Published May 29, 2025 • 11

A Simple and Effective L_2 Norm-Based Strategy for KV Cache Compression

Paper • 2406.11430 • Published Jun 17, 2024 • 25

Beyond RAG: Task-Aware KV Cache Compression for Comprehensive Knowledge Reasoning

Paper • 2503.04973 • Published Mar 6, 2025 • 26

FastKV: KV Cache Compression for Fast Long-Context Processing with Token-Selective Propagation

Paper • 2502.01068 • Published Feb 3, 2025 • 18