kv cache compression

Anchoring the Cache: Mitigating Contextual Hallucination in KV-Compressed Long-Context Summarization ACL 2026 DesireKV: Decoupling Sensitivity and Importance for Reasoning-Aware KV Cache Compression AAAI 2026 FedSEA-LLaMA: A Secure, Efficient and Adaptive Federated Splitting Framework for Large Language Models AAAI 2026 Head-Aware KV Cache Compression for Efficient Visual Autoregressive Modeling AAAI 2026 HitKV: Activation Frequency Knows Which Tokens Are Important AAAI 2026 KeepKV: Achieving Periodic Lossless KV Cache Compression for Efficient LLM Inference AAAI 2026 MuKV: Multi-Grained KV Cache Compression for Long Streaming Video Question-Answering CVPR 2026 Question Tells You Where the Answer Is: Intention-aware Long-Context KV Cache Compression ACL 2026 REAL: REtrieval-reAsoning and Logic-constructed Attention Behaviors for Long-Context KV Cache Compression ACL 2026 Sharp Eyes and Memory for VideoLLMs: Information-Aware Visual Token Pruning for Efficient and Reliable VideoLLM Reasoning AAAI 2026 StreamingTOM: Streaming Token Compression for Efficient Video Understanding CVPR 2026 The Pitfalls of KV Cache Compression ACL 2026 When Efficiency Meets Safety: A Benchmark Security Analysis of KV Cache Compression in Large Language Models ACL 2026 AirCache: Activating Inter-modal Relevancy KV Cache Compression for Efficient Large Vision-Language Model Inference ICCV 2025 ClusterAttn: KV Cache Compression under Intrinsic Attention Clustering ACL 2025 EvolKV: Evolutionary KV Cache Compression for LLM Inference EMNLP 2025 FAEDKV: Infinite-Window Fourier Transform for Unbiased KV Cache Compression EMNLP 2025 LVLM-Compress-Bench: Benchmarking the Broader Impact of Large Vision-Language Model Compression NAACL 2025 MatryoshkaKV: Adaptive KV Compression via Trainable Orthogonal Projection ICLR 2025 MEDA: Dynamic KV Cache Allocation for Efficient Multimodal Long-Context Inference NAACL 2025 More Tokens, Lower Precision: Towards the Optimal Token-Precision Trade-off in KV Cache Compression EMNLP 2025 Not All Heads Matter: A Head-Level KV Cache Compression Method with Integrated Retrieval and Reasoning ICLR 2025 RazorAttention: Efficient KV Cache Compression Through Retrieval Heads ICLR 2025 RocketKV: Accelerating Long-Context LLM Inference via Two-Stage KV Cache Compression ICML 2025 TableKV: KV Cache Compression for In-Context Table Processing ACL 2025