{"total":15,"rows":[{"id":"2603.03251","title":"Speculative Speculative Decoding","created":"2026-03-03","cited_by_count":15,"area":"inference"},{"id":"2606.18394","title":"JetSpec: Breaking the Scaling Ceiling of Speculative Decoding with Parallel Tree Drafting","created":"2026-06-16","cited_by_count":15,"area":"inference"},{"id":"2509.16495","title":"Shift Parallelism: Low-Latency, High-Throughput LLM Inference for Dynamic Workloads","created":"2025-09-20","cited_by_count":5,"area":"inference"},{"id":"2510.02329","title":"SelfJudge: Faster Speculative Decoding via Self-Supervised Judge Verification","created":"2025-09-26","cited_by_count":4,"area":"inference"},{"id":"2601.04766","title":"JuDi: Revisiting Judge Decoding from First Principles via Training-Free Distributional Divergence","created":"2026-01-08","cited_by_count":2,"area":"inference"},{"id":"2604.02047","title":"Goose: Anisotropic Speculation Trees for Training-Free Speculative Decoding","created":"2026-04-02","cited_by_count":2,"area":"inference"},{"id":"2603.18016","title":"MineDraft: A Framework for Batch Parallel Speculative Decoding","created":"2026-02-24","cited_by_count":1,"area":"inference"},{"id":"2605.15609","title":"PSD: Pushing the Pareto Frontier of Diffusion LLMs via Parallel Speculative Decoding","created":"2026-05-15","cited_by_count":1,"area":"inference"},{"id":"2609.02897","title":"Margins, Not Windows: Training-Free Per-Step Lossy Speculative Decoding","created":"2026-07-03","cited_by_count":1,"area":"inference"},{"id":"2510.07535","title":"OWL: Overcoming Window Length-Dependence in Speculative Decoding for Long-Context Inputs","created":"2025-10-08","cited_by_count":0,"area":"inference"},{"id":"2606.01019","title":"Hybrid Verified Decoding: Learning to Allocate Verification in Speculative Decoding","created":"2026-05-31","cited_by_count":0,"area":"inference"},{"id":"2607.28848","title":"DeltaServe: Host-Agnostic Co-Serving of Inference and Fine-Tuning for LLMs","created":"2026-07-30","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":"2609.23900","title":"LumoTree: Path-Parallel Speculative Verification for Hybrid Language Models","created":"2026-09-20","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}