{"total":32,"rows":[{"id":"2505.22618","title":"Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding","created":"2025-05-28","cited_by_count":420,"area":"inference"},{"id":"2506.00413","title":"Accelerating Diffusion LLMs via Adaptive Parallel Decoding","created":"2025-05-31","cited_by_count":112,"area":"inference"},{"id":"2509.26488","title":"dParallel: Learnable Parallel Decoding for dLLMs","created":"2025-09-30","cited_by_count":65,"area":"inference"},{"id":"2408.05636","title":"Speculative Diffusion Decoding: Accelerating Language Generation through Diffusion","created":"2024-08-10","cited_by_count":57,"area":"inference"},{"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":"2601.07568","title":"d3LLM: Ultra-Fast Diffusion LLM using Pseudo-Trajectory Distillation","created":"2026-01-12","cited_by_count":37,"area":"inference"},{"id":"2510.14973","title":"Attention Is All You Need for KV Cache in Diffusion LLMs","created":"2025-10-16","cited_by_count":32,"area":"inference"},{"id":"2509.25188","title":"Learning to Parallel: Accelerating Diffusion Large Language Models via Learnable Parallel Decoding","created":"2025-09-29","cited_by_count":27,"area":"inference"},{"id":"2509.23094","title":"d$^2$Cache: Accelerating Diffusion-Based LLMs via Dual Adaptive Caching","created":"2025-09-27","cited_by_count":25,"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":"2504.20456","title":"Reviving Any-Subset Autoregressive Models with Principled Parallel Sampling and Speculative Decoding","created":"2025-04-29","cited_by_count":15,"area":"inference"},{"id":"2603.03251","title":"Speculative Speculative Decoding","created":"2026-03-03","cited_by_count":15,"area":"inference"},{"id":"2603.12996","title":"DAPD: Dependency-Aware Parallel Decoding via Attention for Diffusion LLMs","created":"2026-03-13","cited_by_count":14,"area":"inference"},{"id":"2601.17917","title":"Streaming-dLLM: Accelerating Diffusion LLMs via Suffix Pruning and Dynamic Decoding","created":"2026-01-25","cited_by_count":7,"area":"inference"},{"id":"2602.05992","title":"DSB: Dynamic Sliding Block Scheduling for Diffusion LLMs","created":"2026-02-05","cited_by_count":7,"area":"inference"},{"id":"2510.05090","title":"Finish First, Perfect Later: Test-Time Token-Level Cross-Validation for Diffusion Large Language Models","created":"2025-10-06","cited_by_count":5,"area":"inference"},{"id":"2605.31215","title":"Fixed-Point Masked Generative Modeling","created":"2026-05-29","cited_by_count":5,"area":"inference"},{"id":"2602.22868","title":"Rejection Mixing: Fast Semantic Propagation of Mask Tokens for Efficient DLLM Inference","created":"2026-02-26","cited_by_count":4,"area":"inference"},{"id":"2608.20530","title":"LiLiCorr: Lightweight Likelihood Correlation of Parallel Drafts for Speculative Decoding","created":"2026-08-20","cited_by_count":4,"area":"inference"},{"id":"2609.17573","title":"GroupKV: Hierarchical KV Cache Management for Long-Context Diffusion LLM Inference","created":"2026-07-30","cited_by_count":2,"area":"inference"},{"id":"2603.22216","title":"Gumbel Distillation for Parallel Text Generation","created":"2026-03-23","cited_by_count":1,"area":"inference"},{"id":"2605.18165","title":"Elastic-dLLM: Position Preserving Context Compression and Augmentation of Diffusion LLMs","created":"2026-05-18","cited_by_count":1,"area":"inference"},{"id":"2605.30753","title":"Efficient Diffusion LLMs via Temporal-Spatial Parallel Decoding and Confidence Extrapolation","created":"2026-05-29","cited_by_count":1,"area":"inference"},{"id":"2604.07023","title":"MARS: Enabling Autoregressive Models Multi-Token Generation","created":"2026-04-08","cited_by_count":0,"area":"inference"},{"id":"2604.26951","title":"Turning the TIDE: Cross-Architecture Distillation for Diffusion Large Language Models","created":"2026-04-29","cited_by_count":0,"area":"inference"},{"id":"2606.21633","title":"HERALD: High-Throughput Block Diffusion LLM Serving via CPU-GPU Cooperative KV Cache Retrieval","created":"2026-06-19","cited_by_count":0,"area":"inference"},{"id":"2607.08930","title":"BlockServe: Block-Grained Continuous Batching for High-Throughput Diffusion LLM Serving","created":"2026-07-09","cited_by_count":0,"area":"inference"},{"id":"2609.16450","title":"Early-Bird Decoding: Accelerating Diffusion LLMs with Learnable Block Sizes and Parallel Sampling","created":"2026-09-15","cited_by_count":0,"area":"inference"},{"id":"2609.26638","title":"Diffusion Drafts, AR Verifies: Accelerating Document OCR with Self-Speculative Decoding","created":"2026-09-22","cited_by_count":0,"area":"inference"},{"id":"2609.26796","title":"Flash-dLLM: IO-Aware KV Caching and Parallel Decoding for Fast, Memory-Efficient Diffusion LLMs","created":"2026-09-22","cited_by_count":0,"area":"inference"},{"id":"2610.00499","title":"Denoising Surface: Modeling and Predicting Inference Cost for Diffusion LLM Serving","created":"2026-09-30","cited_by_count":0,"area":"inference"},{"id":"2610.19792","title":"JetSpec++: Foresight Parallel Drafting with Self Refinements","created":"2026-10-14","cited_by_count":0,"area":"inference"}],"next_cursor":null}