{"total":21,"rows":[{"id":"2510.04767","title":"ParallelBench: Understanding the Trade-offs of Parallel Decoding in Diffusion LLMs","created":"2025-10-06","cited_by_count":43,"area":"inference"},{"id":"2504.08850","title":"SpecEE: Accelerating Large Language Model Inference with Speculative Early Exiting","created":"2025-04-11","cited_by_count":23,"area":"inference"},{"id":"2510.00294","title":"Free Draft-and-Verification: Toward Lossless Parallel Decoding for Diffusion Large Language Models","created":"2025-09-30","cited_by_count":19,"area":"inference"},{"id":"2504.20068","title":"JITServe: SLO-aware LLM Serving with Imprecise Request Information","created":"2025-04-24","cited_by_count":17,"area":"inference"},{"id":"2602.21548","title":"DualPath: Breaking the Storage Bandwidth Bottleneck in Agentic LLM Inference","created":"2026-02-25","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":"2507.01449","title":"LogitSpec: Accelerating Retrieval-based Speculative Decoding via Next Next Token Speculation","created":"2025-07-02","cited_by_count":14,"area":"inference"},{"id":"2504.20039","title":"AutoJudge: Judge Decoding Without Manual Annotation","created":"2025-04-28","cited_by_count":13,"area":"inference"},{"id":"2509.18362","title":"FastMTP: Accelerating LLM Inference with Enhanced Multi-Token Prediction","created":"2025-09-16","cited_by_count":13,"area":"inference"},{"id":"2504.03775","title":"FlowKV: A Disaggregated Inference Framework with Low-Latency KV Cache Transfer and Load-Aware Scheduling","created":"2025-04-03","cited_by_count":10,"area":"inference"},{"id":"2508.09001","title":"Retrospective Sparse Attention for Efficient Long-Context Generation","created":"2025-08-12","cited_by_count":4,"area":"inference"},{"id":"2512.01953","title":"KV Pareto: Systems-Level Optimization of KV Cache and Model Compression for Long Context Inference","created":"2025-12-01","cited_by_count":4,"area":"inference"},{"id":"2604.07622","title":"DIVERSED: Relaxed Speculative Decoding via Dynamic Ensemble Verification","created":"2026-04-08","cited_by_count":4,"area":"inference"},{"id":"2504.09775","title":"MIST: A Co-Design Framework for Heterogeneous, Multi-Stage LLM Inference","created":"2025-04-14","cited_by_count":2,"area":"inference"},{"id":"2508.03611","title":"Astrolabe: Balancing Load in LLM Serving with Randomized Prediction-Guided Scheduling","created":"2025-08-05","cited_by_count":2,"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":"2509.23384","title":"A Predictive and Synergistic Two-Layer Scheduling Framework for LLM Serving","created":"2025-09-27","cited_by_count":0,"area":"inference"},{"id":"2604.15153","title":"Compressing Sequences in the Latent Embedding Space: $K$-Token Merging for Large Language Models","created":"2026-04-16","cited_by_count":0,"area":"inference"},{"id":"2604.16400","title":"CoLLM: Continuous Adaptation for SLO-Aware LLM Serving on Shared GPU Clusters","created":"2026-03-31","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":"2607.21985","title":"Unified Static-Dynamic Pruning for Efficient LLM Inference","created":"2026-07-24","cited_by_count":0,"area":"inference"}],"next_cursor":null}