{"total":19,"rows":[{"id":"2601.19278","title":"DART: Diffusion-Inspired Speculative Decoding for Fast LLM Inference","created":"2026-01-27","cited_by_count":24,"area":"inference"},{"id":"2602.23881","title":"LK Losses: Direct Acceptance Rate Optimization for Speculative Decoding","created":"2026-02-27","cited_by_count":18,"area":"inference"},{"id":"2605.18810","title":"D-PACE: Dynamic Position-Aware Cross-Entropy for Parallel Speculative Drafting","created":"2026-05-12","cited_by_count":17,"area":"inference"},{"id":"2605.08632","title":"PARD-2: Target-Aligned Parallel Draft Model for Dual-Mode Speculative Decoding","created":"2026-05-09","cited_by_count":8,"area":"inference"},{"id":"2608.02438","title":"xPress: Parallel Refinement for Diffusion Drafters in Speculative Decoding","created":"2026-08-03","cited_by_count":8,"area":"inference"},{"id":"2608.30135","title":"Verification-Aware Training for Speculative Decoding","created":"2026-08-31","cited_by_count":5,"area":"inference"},{"id":"2606.03819","title":"TreeFlash: Parallel AR-Approximation for Faster Speculative Decoding","created":"2026-06-02","cited_by_count":4,"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":"2607.01893","title":"Spec-AUF: Accept-Until-Fail Training under Train-Inference Misalignment for Masked Block Drafters","created":"2026-07-02","cited_by_count":3,"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":"2606.31315","title":"BlockPilot: Instance-Adaptive Policy Learning for Diffusion-based Speculative Decoding","created":"2026-06-30","cited_by_count":2,"area":"inference"},{"id":"2609.06498","title":"DFlow: Enabling Verifier Information Flow in Block Diffusion Speculative Decoding","created":"2026-09-06","cited_by_count":2,"area":"inference"},{"id":"2609.22098","title":"TreeSpark: Calibrated, Load-Adaptive Draft Trees for Semi-Autoregressive Speculative Decoding","created":"2026-08-12","cited_by_count":1,"area":"inference"},{"id":"2608.08721","title":"LibraSpec: Dynamic Diffusion-Based Speculative Decoding via Marginal-Gain-Driven Optimization","created":"2026-08-09","cited_by_count":0,"area":"inference"},{"id":"2608.14787","title":"From Positionwise Confidence to Prefix Scheduling: Verifier Skipping in Speculative Decoding","created":"2026-08-14","cited_by_count":0,"area":"inference"},{"id":"2608.20375","title":"GRAFT: Adaptive DLM-Based Draft Tree Construction with Target-Distilled Edge Scoring","created":"2026-06-24","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":"2609.38510","title":"DEdit: Iterative Draft Editing for Speculative Decoding","created":"2026-09-29","cited_by_count":0,"area":"inference"},{"id":"2610.02800","title":"BitNest: Bit-Nested Speculative Decoding for Memory-Efficient LLM Inference Acceleration","created":"2026-10-02","cited_by_count":0,"area":"inference"}],"next_cursor":null}