{"total":13,"rows":[{"id":"2601.07568","title":"d3LLM: Ultra-Fast Diffusion LLM using Pseudo-Trajectory Distillation","created":"2026-01-12","cited_by_count":37,"area":"inference"},{"id":"2512.16229","title":"LoPA: Scaling dLLM Inference via Lookahead Parallel Decoding","created":"2025-12-18","cited_by_count":17,"area":"inference"},{"id":"2512.14681","title":"Fast and Accurate Causal Parallel Decoding using Jacobi Forcing","created":"2025-12-16","cited_by_count":13,"area":"inference"},{"id":"2607.07409","title":"DeLS-Spec: Decoupled Long-Short Contexts for Parallel Speculative Drafting","created":"2026-07-08","cited_by_count":4,"area":"inference"},{"id":"2607.22634","title":"PRESTO: Prefix-Aligned Tree Drafting for Diffusion Speculative Decoding","created":"2026-06-20","cited_by_count":3,"area":"inference"},{"id":"2605.20022","title":"FlexDraft: Flexible Speculative Decoding via Attention Tuning and Bonus-Guided Calibration","created":"2026-05-19","cited_by_count":2,"area":"inference"},{"id":"2606.31315","title":"BlockPilot: Instance-Adaptive Policy Learning for Diffusion-based Speculative Decoding","created":"2026-06-30","cited_by_count":2,"area":"inference"},{"id":"2605.24832","title":"Optimus: Elastic Decoding for Efficient Diffusion LLM Serving","created":"2026-05-24","cited_by_count":1,"area":"inference"},{"id":"2608.11742","title":"Ripple-Pivot Search: Active Parallel Decoding for Diffusion Large Language Models","created":"2026-08-12","cited_by_count":1,"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":"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":"2609.34388","title":"Reciprocal Guidance: Orchestrating Draft and Verify Budgets for Advancing the Diffusion-AR Self-Speculation Frontier","created":"2026-09-28","cited_by_count":0,"area":"inference"}],"next_cursor":null}