{"total":26,"rows":[{"id":"2408.05499","title":"LLMServingSim: A HW/SW Co-Simulation Infrastructure for LLM Inference Serving at Scale","created":"2024-08-10","cited_by_count":31,"area":"inference"},{"id":"2411.17116","title":"Star Attention: Efficient LLM Inference over Long Sequences","created":"2024-11-26","cited_by_count":25,"area":"inference"},{"id":"2410.03960","title":"SwiftKV: Fast Prefill-Optimized Inference with Knowledge-Preserving Model Transformation","created":"2024-10-04","cited_by_count":19,"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":"2411.17089","title":"KVPR: Efficient LLM Inference with I/O-Aware KV Cache Partial Recomputation","created":"2024-11-26","cited_by_count":13,"area":"inference"},{"id":"2508.06297","title":"KV Cache Compression for Inference Efficiency in LLMs: A Review","created":"2025-08-08","cited_by_count":12,"area":"inference"},{"id":"2411.17741","title":"Chameleon: Adaptive Caching and Scheduling for Many-Adapter LLM Inference Environments","created":"2024-11-24","cited_by_count":9,"area":"inference"},{"id":"2501.14743","title":"KVDirect: Distributed Disaggregated LLM Inference","created":"2024-12-13","cited_by_count":8,"area":"inference"},{"id":"2504.20828","title":"Ascendra: Dynamic Request Prioritization for Efficient LLM Serving","created":"2025-04-29","cited_by_count":4,"area":"inference"},{"id":"2511.00321","title":"Scalable Processing-Near-Memory for 1M-Token LLM Inference: CXL-Enabled KV-Cache Management Beyond GPU Limits","created":"2025-10-31","cited_by_count":4,"area":"inference"},{"id":"2412.05896","title":"XKV: Personalized KV Cache Memory Reduction for Long-Context LLM Inference","created":"2024-12-08","cited_by_count":3,"area":"inference"},{"id":"2501.01792","title":"Efficient LLM Inference with Activation Checkpointing and Hybrid Caching","created":"2025-01-03","cited_by_count":3,"area":"inference"},{"id":"2503.08461","title":"FastCache: Optimizing Multimodal LLM Serving through Lightweight KV-Cache Compression Framework","created":"2025-03-11","cited_by_count":3,"area":"inference"},{"id":"2510.20787","title":"Alleviating Forgetfulness of Linear Attention by Hybrid Sparse Attention and Contextualized Learnable Token Eviction","created":"2025-10-23","cited_by_count":3,"area":"inference"},{"id":"2605.00831","title":"GhostServe: A Lightweight Checkpointing System in the Shadow for Fault-Tolerant LLM Serving","created":"2026-03-26","cited_by_count":3,"area":"inference"},{"id":"2504.07479","title":"UniCAIM: A Unified CAM/CIM Architecture with Static-Dynamic KV Cache Pruning for Efficient Long-Context LLM Inference","created":"2025-04-10","cited_by_count":2,"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":"2608.30295","title":"CateKV: On Sequential Consistency for Long-Context LLM Inference Acceleration","created":"2026-08-31","cited_by_count":1,"area":"inference"},{"id":"2502.13176","title":"BaKlaVa -- Budgeted Allocation of KV cache for Long-context Inference","created":"2025-02-18","cited_by_count":0,"area":"inference"},{"id":"2503.13773","title":"Mitigating KV Cache Competition to Enhance User Experience in LLM Inference","created":"2025-03-17","cited_by_count":0,"area":"inference"},{"id":"2604.05012","title":"Comparative Characterization of KV Cache Management Strategies for LLM Inference","created":"2026-04-06","cited_by_count":0,"area":"inference"},{"id":"2607.22389","title":"HiKV: Hierarchical Importance-Aware KV Cache with Hardware Acceleration for LLM Decoding","created":"2026-07-24","cited_by_count":0,"area":"inference"},{"id":"2607.25498","title":"Beyond Prefill-Decode Disaggregation: Dissecting LLM Inference for Heterogeneous Platforms via Dynamic Operator Scheduling","created":"2026-07-28","cited_by_count":0,"area":"inference"},{"id":"2609.19702","title":"Understanding and Exploiting Diagonal Attention Sparsity in Autoregressive Image Generation","created":"2026-09-17","cited_by_count":0,"area":"inference"},{"id":"2609.21172","title":"TierKV: Long-Context On-Device LLMs via Predictive Multi-Tier KV Caching","created":"2026-09-18","cited_by_count":0,"area":"inference"},{"id":"2609.29913","title":"MILO: Efficient Many-shot In-Context Learning with Block-wise Low-rank Compression","created":"2026-09-24","cited_by_count":0,"area":"inference"}],"next_cursor":null}