{"total":119,"rows":[{"id":"2510.09665","title":"LMCache: An Efficient KV Cache Layer for Enterprise-Scale LLM Inference","created":"2025-10-08","cited_by_count":126,"area":"inference"},{"id":"2505.23416","title":"KVzip: Query-Agnostic KV Cache Compression with Context Reconstruction","created":"2025-05-29","cited_by_count":95,"area":"inference"},{"id":"2506.06266","title":"Cartridges: Lightweight and general-purpose long context representations via self-study","created":"2025-06-06","cited_by_count":86,"area":"inference"},{"id":"2510.00636","title":"Expected Attention: KV Cache Compression by Estimating Attention from Future Queries Distribution","created":"2025-10-01","cited_by_count":74,"area":"inference"},{"id":"2502.16002","title":"KVLink: Accelerating Large Language Models via Efficient KV Cache Reuse","created":"2025-02-21","cited_by_count":66,"area":"inference"},{"id":"2412.10319","title":"SCBench: A KV Cache-Centric Analysis of Long-Context Methods","created":"2024-12-13","cited_by_count":60,"area":"inference"},{"id":"2502.14051","title":"RocketKV: Accelerating Long-Context LLM Inference via Two-Stage KV Cache Compression","created":"2025-02-19","cited_by_count":41,"area":"inference"},{"id":"2502.14866","title":"LServe: Efficient Long-sequence LLM Serving with Unified Sparse Attention","created":"2025-02-20","cited_by_count":41,"area":"inference"},{"id":"2502.04420","title":"KVTuner: Sensitivity-Aware Layer-Wise Mixed-Precision KV Cache Quantization for Efficient and Nearly Lossless LLM Inference","created":"2025-02-06","cited_by_count":40,"area":"inference"},{"id":"2506.18879","title":"CommVQ: Commutative Vector Quantization for KV Cache Compression","created":"2025-06-23","cited_by_count":28,"area":"inference"},{"id":"2412.03131","title":"DiffKV: Differentiated Memory Management for Large Language Models with Parallel KV Compaction","created":"2024-12-04","cited_by_count":26,"area":"inference"},{"id":"2502.03805","title":"CriticalKV: Optimizing KV Cache Eviction from an Output Perturbation Perspective","created":"2025-02-06","cited_by_count":26,"area":"inference"},{"id":"2502.07864","title":"TransMLA: Multi-Head Latent Attention Is All You Need","created":"2025-02-11","cited_by_count":23,"area":"inference"},{"id":"2503.08879","title":"LLMs Know What to Drop: Self-Attention Guided KV Cache Eviction for Efficient Long-Context Inference","created":"2025-03-11","cited_by_count":20,"area":"inference"},{"id":"2412.17483","title":"A Silver Bullet or a Compromise for Full Attention? A Comprehensive Study of Gist Token-based Context Compression","created":"2024-12-23","cited_by_count":17,"area":"inference"},{"id":"2507.08143","title":"Compactor: Calibrated Query-Agnostic KV Cache Compression with Approximate Leverage Scores","created":"2025-07-10","cited_by_count":17,"area":"inference"},{"id":"2509.09754","title":"LAVa: Layer-wise KV Cache Eviction with Dynamic Budget Allocation","created":"2025-09-11","cited_by_count":16,"area":"inference"},{"id":"2601.17668","title":"Fast KVzip: Efficient and Accurate LLM Inference with Gated KV Eviction","created":"2026-01-25","cited_by_count":16,"area":"inference"},{"id":"2510.00231","title":"The Pitfalls of KV Cache Compression","created":"2025-09-30","cited_by_count":15,"area":"inference"},{"id":"2601.07891","title":"KVzap: Fast, Adaptive, and Faithful KV Cache Pruning","created":"2026-01-12","cited_by_count":15,"area":"inference"},{"id":"2505.13109","title":"FreeKV: Boosting KV Cache Retrieval for Efficient LLM Inference","created":"2025-05-19","cited_by_count":14,"area":"inference"},{"id":"2510.13334","title":"Taming the Fragility of KV Cache Eviction in LLM Inference","created":"2025-10-15","cited_by_count":14,"area":"inference"},{"id":"2504.14051","title":"CAOTE: KV Cache Selection for LLMs via Attention Output Error-Based Token Eviction","created":"2025-04-18","cited_by_count":13,"area":"inference"},{"id":"2501.12959","title":"Efficient Prompt Compression with Evaluator Heads for Long-Context Transformer Inference","created":"2025-01-22","cited_by_count":12,"area":"inference"},{"id":"2411.05787","title":"RefreshKV: Updating Small KV Cache During Long-form Generation","created":"2024-11-08","cited_by_count":11,"area":"inference"},{"id":"2412.12706","title":"More Tokens, Lower Precision: Towards the Optimal Token-Precision Trade-off in KV Cache Compression","created":"2024-12-17","cited_by_count":10,"area":"inference"},{"id":"2507.09019","title":"On Evaluating Performance of LLM Inference Serving Systems","created":"2025-07-11","cited_by_count":10,"area":"inference"},{"id":"2502.12574","title":"HeadInfer: Memory-Efficient LLM Inference by Head-wise Offloading","created":"2025-02-18","cited_by_count":9,"area":"inference"},{"id":"2504.09936","title":"KeepKV: Achieving Periodic Lossless KV Cache Compression for Efficient LLM Inference","created":"2025-04-14","cited_by_count":9,"area":"inference"},{"id":"2508.02401","title":"CompressKV: Semantic Retrieval Heads Know What Tokens are Not Important Before Generation","created":"2025-08-04","cited_by_count":9,"area":"inference"},{"id":"2503.24000","title":"Rethinking Key-Value Cache Compression Techniques for Large Language Model Serving","created":"2025-03-31","cited_by_count":8,"area":"inference"},{"id":"2506.11418","title":"CentroidKV: Efficient Long-Context LLM Inference via KV Cache Clustering","created":"2025-06-13","cited_by_count":8,"area":"inference"},{"id":"2507.03865","title":"OrthoRank: Token Selection via Sink Token Orthogonality for Efficient LLM inference","created":"2025-07-05","cited_by_count":8,"area":"inference"},{"id":"2602.07223","title":"Vegas: Self-Speculative Decoding with Verification-Guided Sparse Attention","created":"2026-02-06","cited_by_count":7,"area":"inference"},{"id":"2605.05971","title":"Training Transformers for KV Cache Compressibility","created":"2026-05-07","cited_by_count":7,"area":"inference"},{"id":"2606.06256","title":"RedKnot: Efficient Long-Context LLM Serving with Head-Aware KV Reuse and SegPagedAttention","created":"2026-06-04","cited_by_count":7,"area":"inference"},{"id":"2411.18077","title":"MiniKV: Pushing the Limits of LLM Inference via 2-Bit Layer-Discriminative KV Cache","created":"2024-11-27","cited_by_count":6,"area":"inference"},{"id":"2508.15212","title":"SparK: Query-Aware Unstructured Sparsity with Recoverable KV Cache Channel Pruning","created":"2025-08-21","cited_by_count":6,"area":"inference"},{"id":"2509.24832","title":"SemShareKV: Efficient KVCache Sharing for Semantically Similar Prompts via Token-Level LSH Matching","created":"2025-09-29","cited_by_count":6,"area":"inference"},{"id":"2501.15113","title":"Task-KV: Task-aware KV Cache Optimization via Semantic Differentiation of Attention Heads","created":"2025-01-25","cited_by_count":5,"area":"inference"},{"id":"2511.00868","title":"FlexiCache: Leveraging Temporal Stability of Attention Heads for Efficient KV Cache Management","created":"2025-11-02","cited_by_count":5,"area":"inference"},{"id":"2601.21709","title":"Why Attention Patterns Exist: A Unifying Temporal Perspective Analysis","created":"2026-01-29","cited_by_count":5,"area":"inference"},{"id":"2602.04541","title":"LycheeDecode: Accelerating Long-Context LLM Inference via Hybrid-Head Sparse Decoding","created":"2026-02-04","cited_by_count":5,"area":"inference"},{"id":"2602.05191","title":"Double-P: Hierarchical Top-P Sparse Attention for Long-Context LLMs","created":"2026-02-05","cited_by_count":5,"area":"inference"},{"id":"2606.22874","title":"SpotAttention: Plug-In Block-Sparse Routing for Pretrained Long-Context Transformers","created":"2026-06-22","cited_by_count":5,"area":"inference"},{"id":"2412.08521","title":"EMS: Adaptive Evict-then-Merge Strategy for Head-wise KV Cache Compression Based on Global-Local Importance","created":"2024-12-11","cited_by_count":4,"area":"inference"},{"id":"2509.10798","title":"Judge Q: Trainable Queries for Optimized Information Retention in KV Cache Eviction","created":"2025-09-13","cited_by_count":4,"area":"inference"},{"id":"2510.13602","title":"NOSA: Native and Offloadable Sparse Attention","created":"2025-10-15","cited_by_count":4,"area":"inference"},{"id":"2604.26837","title":"Unifying Sparse Attention with Hierarchical Memory for Scalable Long-Context LLM Serving","created":"2026-04-29","cited_by_count":4,"area":"inference"},{"id":"2605.06676","title":"LKV: End-to-End Learning of Head-wise Budgets and Token Selection for LLM KV Cache Eviction","created":"2026-04-22","cited_by_count":4,"area":"inference"},{"id":"2605.09992","title":"Attention Drift: What Autoregressive Speculative Decoding Models Learn","created":"2026-05-11","cited_by_count":4,"area":"inference"},{"id":"2605.16928","title":"Full Attention Strikes Back: Transferring Full Attention into Sparse within Hundred Training Steps","created":"2026-05-16","cited_by_count":4,"area":"inference"},{"id":"2605.31105","title":"GRKV: Global Regression for Training-Free KV Cache Compression in Long-Context LLMs","created":"2026-05-29","cited_by_count":4,"area":"inference"},{"id":"2504.10326","title":"AlayaDB: The Data Foundation for Efficient and Effective Long-context LLM Inference","created":"2025-04-14","cited_by_count":3,"area":"inference"},{"id":"2506.01215","title":"Compress, Gather, and Recompute: REFORMing Long-Context Processing in Transformers","created":"2025-06-01","cited_by_count":3,"area":"inference"},{"id":"2507.19823","title":"HCAttention: Extreme KV Cache Compression via Heterogeneous Attention Computing for LLMs","created":"2025-07-26","cited_by_count":3,"area":"inference"},{"id":"2508.17892","title":"ILRe: Intermediate Layer Retrieval for Context Compression in Causal Language Models","created":"2025-08-25","cited_by_count":3,"area":"inference"},{"id":"2509.05165","title":"KVCompose: Efficient Structured KV Cache Compression with Composite Tokens","created":"2025-09-05","cited_by_count":3,"area":"inference"},{"id":"2604.24647","title":"DepthKV: Layer-Dependent KV Cache Pruning for Long-Context LLM Inference","created":"2026-04-27","cited_by_count":3,"area":"inference"},{"id":"2511.14510","title":"LiteCache: A Query Similarity-Driven, GPU-Centric KVCache Subsystem for Efficient LLM Inference","created":"2025-11-18","cited_by_count":2,"area":"inference"},{"id":"2602.07721","title":"ParisKV: Fast and Drift-Robust KV-Cache Retrieval for Long-Context LLMs","created":"2026-02-07","cited_by_count":2,"area":"inference"},{"id":"2602.08343","title":"ManifoldKV: Training-Free KV Cache Compression via Euclidean Outlier Detection","created":"2026-02-09","cited_by_count":2,"area":"inference"},{"id":"2602.18196","title":"RAT+: Train Dense, Infer Sparse -- Recurrence Augmented Attention for Dilated Inference","created":"2026-02-20","cited_by_count":2,"area":"inference"},{"id":"2603.02188","title":"Multi-Head Low-Rank Attention","created":"2026-03-02","cited_by_count":2,"area":"inference"},{"id":"2604.08584","title":"CSAttention: Centroid-Scoring Attention for Accelerating LLM Inference","created":"2026-03-30","cited_by_count":2,"area":"inference"},{"id":"2605.12110","title":"AB-Sparse: Sparse Attention with Adaptive Block Size for Accurate and Efficient Long-Context Inference","created":"2026-05-12","cited_by_count":2,"area":"inference"},{"id":"2606.24467","title":"CompressKV: Semantic-Retrieval-Guided KV-Cache Compression for Resource-Efficient Long-Context LLM Inference","created":"2026-06-23","cited_by_count":2,"area":"inference"},{"id":"2606.28831","title":"HARD-KV: Head-Adaptive Regularization for Decoding-time KV Compression","created":"2026-06-27","cited_by_count":2,"area":"inference"},{"id":"2606.31519","title":"RaBitQCache: Rotated Binary Quantization for KVCache in Long Context LLM Inference","created":"2026-06-30","cited_by_count":2,"area":"inference"},{"id":"2607.28150","title":"SmartGen: Seamless Disaggregated LLM Inference with Selective KV Cache Transfer","created":"2026-07-30","cited_by_count":2,"area":"inference"},{"id":"2608.19758","title":"FlashPrefill V2: Block-Sparse Prefill Attention for Long-Context LLM Serving","created":"2026-08-20","cited_by_count":2,"area":"inference"},{"id":"2502.13251","title":"Neural Attention Search","created":"2025-02-18","cited_by_count":1,"area":"inference"},{"id":"2502.16886","title":"ReFreeKV: Towards Threshold-Free KV Cache Compression","created":"2025-02-24","cited_by_count":1,"area":"inference"},{"id":"2502.17501","title":"CoKV: Optimizing KV Cache Allocation via Cooperative Game","created":"2025-02-21","cited_by_count":1,"area":"inference"},{"id":"2508.12407","title":"ZigzagAttention: Efficient Long-Context Inference with Exclusive Retrieval and Streaming Heads","created":"2025-08-17","cited_by_count":1,"area":"inference"},{"id":"2510.18716","title":"SSD: Spatial-Semantic Head Decoupling for Efficient Autoregressive Image Generation","created":"2025-10-21","cited_by_count":1,"area":"inference"},{"id":"2512.09238","title":"Training-free Context-adaptive Attention for Efficient Long Context Modeling","created":"2025-12-10","cited_by_count":1,"area":"inference"},{"id":"2512.17917","title":"KVReviver: Reversible KV Cache Compression with Sketch-Based Token Reconstruction","created":"2025-12-01","cited_by_count":1,"area":"inference"},{"id":"2602.06072","title":"PackInfer: Compute- and I/O-Efficient Attention for Batched LLM Inference","created":"2026-02-03","cited_by_count":1,"area":"inference"},{"id":"2603.10353","title":"S-HPLB: Efficient LLM Attention Serving via Sparsity-Aware Head Parallelism Load Balance","created":"2026-03-11","cited_by_count":1,"area":"inference"},{"id":"2603.12038","title":"Slow-Fast Inference: Training-Free Inference Acceleration via Within-Sentence Support Stability","created":"2026-03-12","cited_by_count":1,"area":"inference"},{"id":"2604.07815","title":"AsyncTLS: Efficient Generative LLM Inference with Asynchronous Two-level Sparse Attention","created":"2026-04-09","cited_by_count":1,"area":"inference"},{"id":"2605.01910","title":"Stochastic Sparse Attention for Memory-Bound Inference","created":"2026-05-03","cited_by_count":1,"area":"inference"},{"id":"2605.07234","title":"Reformulating KV Cache Eviction Problem for Long-Context LLM Inference","created":"2026-05-08","cited_by_count":1,"area":"inference"},{"id":"2605.17633","title":"SparseSAM: Structured Sparsification of Activations in Segment Anything Models","created":"2026-05-17","cited_by_count":1,"area":"inference"},{"id":"2606.00724","title":"WaveFilter: Enhancing the Long-Context Capability of Diffusion LLMs via Wavelet-Guided KV Cache Filtering","created":"2026-05-30","cited_by_count":1,"area":"inference"},{"id":"2606.09508","title":"From Rigid to Dynamic: Entropy-Guided Adaptive Inference for Long-Context LLMs","created":"2026-06-08","cited_by_count":1,"area":"inference"},{"id":"2606.15157","title":"Exploring a Layer-Wise Design Space for KV Cache Eviction","created":"2026-06-13","cited_by_count":1,"area":"inference"},{"id":"2607.00760","title":"MosaicKV: Serving Long-Context LLM with Dynamic Two-D KV Cache Compression","created":"2026-07-01","cited_by_count":1,"area":"inference"},{"id":"2607.27692","title":"Recall Before You Rank: Similarity-Guided Top-$K$ Reuse for Efficient Long-Context Attention","created":"2026-07-30","cited_by_count":1,"area":"inference"},{"id":"2608.25230","title":"Trust the Mass: Forced Weights in KV-Cache Eviction","created":"2026-08-25","cited_by_count":1,"area":"inference"},{"id":"2608.30295","title":"CateKV: On Sequential Consistency for Long-Context LLM Inference Acceleration","created":"2026-08-31","cited_by_count":1,"area":"inference"},{"id":"2610.00412","title":"EchoPress: Query-Agnostic KV Cache Pruning via Virtual Context Reconstruction","created":"2026-09-30","cited_by_count":1,"area":"inference"},{"id":"2511.22481","title":"OmniInfer: System-Wide Acceleration Techniques for Optimizing LLM Serving Throughput and Latency","created":"2025-11-27","cited_by_count":0,"area":"inference"},{"id":"2603.20616","title":"Beyond Token Eviction: Mixed-Dimension Budget Allocation for Efficient KV Cache Compression","created":"2026-03-21","cited_by_count":0,"area":"inference"},{"id":"2603.21576","title":"PRISM: Breaking the O(n) Memory Wall in Long-Context LLM Inference via O(1) Photonic Block Selection","created":"2026-03-23","cited_by_count":0,"area":"inference"},{"id":"2604.16864","title":"HieraSparse: Hierarchical Semi-Structured Sparse KV Attention","created":"2026-04-18","cited_by_count":0,"area":"inference"},{"id":"2606.02680","title":"Post-Boundary Bridge: Must Local Attention Go Global Between Global Layers?","created":"2026-06-01","cited_by_count":0,"area":"inference"},{"id":"2606.18056","title":"ConSA: Controllable Sparsity in Hybrid Attention via Learnable Allocation","created":"2026-06-16","cited_by_count":0,"area":"inference"},{"id":"2606.31145","title":"SeKV: Resolution-Adaptive KV Cache with Hierarchical Semantic Memory for Long-Context LLM Inference","created":"2026-06-30","cited_by_count":0,"area":"inference"}],"next_cursor":"100"}