Speculative Decoding | JJ's Blog

📝 DFlash: Block Diffusion for Flash Speculative Decoding - ICML'26

📝 TALON: Confidence-Aware Speculative Decoding with Adaptive Token Trees

📝 SpecBranch: Speculative Decoding via Hybrid Drafting and Rollback-Aware Branch Parallelism - ICLR'26

📝 Taming the Long-Tail: Efficient Reasoning RL Training with Adaptive Drafter - ASPLOS'26

📝 Speculate Deep and Accurate - Lossless and Training-Free Acceleration for Offloaded LLMs via Substitute Speculative Decoding - NeurIPS'25

📝 SuffixDecoding: Extreme Speculative Decoding for Emerging AI Applications - NeurIPS'25 Spotlight

📝 ViSpec: Accelerating Vision-Language Models with Vision-Aware Speculative Decoding - NeurIPS'25

📝 SpecEdge: Scalable Edge-Assisted Serving Framework for Interactive LLMs - NeurIPS'25 Spotlight

📝 SPECVLM: Enhancing Speculative Decoding of Video LLMs via Verifier-Guided Token Pruning - EMNLP'25

📝 AdaSPEC: Selective Knowledge Distillation for Efficient Speculative Decoders - NeurIPS'25 Spotlight