{"total":14,"rows":[{"id":"2410.11744","title":"DySpec: Faster Speculative Decoding with Dynamic Token Tree Structure","created":"2024-10-15","cited_by_count":25,"area":"inference"},{"id":"2502.19732","title":"Speculative Decoding and Beyond: An In-Depth Survey of Techniques","created":"2025-02-27","cited_by_count":23,"area":"inference"},{"id":"2412.18910","title":"AdaEAGLE: Optimizing Speculative Decoding via Explicit Modeling of Adaptive Draft Structures","created":"2024-12-25","cited_by_count":18,"area":"inference"},{"id":"2411.18462","title":"Draft Model Knows When to Stop: Self-Verification Speculative Decoding for Long-Form Generation","created":"2024-11-27","cited_by_count":16,"area":"inference"},{"id":"2604.09603","title":"ECHO: Elastic Speculative Decoding with Sparse Gating for High-Concurrency Scenarios","created":"2026-03-10","cited_by_count":12,"area":"inference"},{"id":"2502.13652","title":"C2T: A Classifier-Based Tree Construction Method in Speculative Decoding","created":"2025-02-19","cited_by_count":9,"area":"inference"},{"id":"2503.10135","title":"Gumiho: A Hybrid Architecture to Prioritize Early Tokens in Speculative Decoding","created":"2025-03-13","cited_by_count":9,"area":"inference"},{"id":"2512.22420","title":"Nightjar: Dynamic Adaptive Speculative Decoding for Large Language Models Serving","created":"2025-12-27","cited_by_count":6,"area":"inference"},{"id":"2605.20104","title":"Draft Less, Retrieve More: Hybrid Tree Construction for Speculative Decoding","created":"2026-05-19","cited_by_count":6,"area":"inference"},{"id":"2505.13254","title":"HeteroSpec: Leveraging Contextual Heterogeneity for Efficient Speculative Decoding","created":"2025-05-19","cited_by_count":2,"area":"inference"},{"id":"2602.01274","title":"PACER: Blockwise Pre-verification for Speculative Decoding with Adaptive Length","created":"2026-02-01","cited_by_count":2,"area":"inference"},{"id":"2602.16994","title":"Dynamic Delayed Tree Expansion For Improved Multi-Path Speculative Decoding","created":"2026-02-19","cited_by_count":0,"area":"inference"},{"id":"2605.04263","title":"Parallel Prefix Verification for Speculative Generation","created":"2026-05-05","cited_by_count":0,"area":"inference"},{"id":"2610.07659","title":"DLoop: Looped Speculative Decoding","created":"2026-10-06","cited_by_count":0,"area":"inference"}],"next_cursor":null}