Double: Breaking the Acceleration Limit via Double Retrieval Speculative Parallelism
Fuente:
arXiv
Saved in:
| Main Authors: | Shen, Yuhao, Liu, Tianyu, Shen, Junyi, Wu, Jinyang, Kong, Quan, Huan, Li, Wang, Cong |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
SpecBranch: Speculative Decoding via Hybrid Drafting and Rollback-Aware Branch Parallelism
by: Shen, Yuhao, et al.
Published: (2025)
by: Shen, Yuhao, et al.
Published: (2025)
ParallelVLM: Lossless Video-LLM Acceleration with Visual Alignment Aware Parallel Speculative Decoding
by: Kong, Quan, et al.
Published: (2026)
by: Kong, Quan, et al.
Published: (2026)
LogitSpec: Accelerating Retrieval-based Speculative Decoding via Next Next Token Speculation
by: Liu, Tianyu, et al.
Published: (2025)
by: Liu, Tianyu, et al.
Published: (2025)
TALON: Confidence-Aware Speculative Decoding with Adaptive Token Trees
by: Liu, Tianyu, et al.
Published: (2026)
by: Liu, Tianyu, et al.
Published: (2026)
Kangaroo: Lossless Self-Speculative Decoding via Double Early Exiting
by: Liu, Fangcheng, et al.
Published: (2024)
by: Liu, Fangcheng, et al.
Published: (2024)
PEARL: Parallel Speculative Decoding with Adaptive Draft Length
by: Liu, Tianyu, et al.
Published: (2024)
by: Liu, Tianyu, et al.
Published: (2024)
HaS: Accelerating RAG through Homology-Aware Speculative Retrieval
by: Peng, Peng, et al.
Published: (2026)
by: Peng, Peng, et al.
Published: (2026)
Accelerating Mobile Language Model via Speculative Decoding and NPU-Coordinated Execution
by: Chen, Zhiyang, et al.
Published: (2025)
by: Chen, Zhiyang, et al.
Published: (2025)
Draft & Verify: Lossless Large Language Model Acceleration via Self-Speculative Decoding
by: Zhang, Jun, et al.
Published: (2023)
by: Zhang, Jun, et al.
Published: (2023)
ToolSpec: Accelerating Tool Calling via Schema-Aware and Retrieval-Augmented Speculative Decoding
by: Xia, Heming, et al.
Published: (2026)
by: Xia, Heming, et al.
Published: (2026)
Speculative Pipeline Decoding: Higher-Accruacy and Zero-Bubble Speculation via Pipeline Parallelism
by: Yu, Yijiong, et al.
Published: (2026)
by: Yu, Yijiong, et al.
Published: (2026)
RASD: Retrieval-Augmented Speculative Decoding
by: Quan, Guofeng, et al.
Published: (2025)
by: Quan, Guofeng, et al.
Published: (2025)
When Hidden States Drift: Can KV Caches Rescue Long-Range Speculative Decoding?
by: Liu, Tianyu, et al.
Published: (2026)
by: Liu, Tianyu, et al.
Published: (2026)
SEED: Accelerating Reasoning Tree Construction via Scheduled Speculative Decoding
by: Wang, Zhenglin, et al.
Published: (2024)
by: Wang, Zhenglin, et al.
Published: (2024)
Speculate Deep and Accurate: Lossless and Training-Free Acceleration for Offloaded LLMs via Substitute Speculative Decoding
by: Wang, Pei-Shuo, et al.
Published: (2025)
by: Wang, Pei-Shuo, et al.
Published: (2025)
PSD: Pushing the Pareto Frontier of Diffusion LLMs via Parallel Speculative Decoding
by: Sun, Shengyin, et al.
Published: (2026)
by: Sun, Shengyin, et al.
Published: (2026)
Accelerating Retrieval-Augmented Language Model Serving with Speculation
by: Zhang, Zhihao, et al.
Published: (2024)
by: Zhang, Zhihao, et al.
Published: (2024)
See the Forest for the Trees: Loosely Speculative Decoding via Visual-Semantic Guidance for Efficient Inference of Video LLMs
by: Ji, Yicheng, et al.
Published: (2026)
by: Ji, Yicheng, et al.
Published: (2026)
SpecHop: Continuous Speculation for Accelerating Multi-Hop Retrieval Agents
by: Saberi, Mehrdad, et al.
Published: (2026)
by: Saberi, Mehrdad, et al.
Published: (2026)
Accelerating RL Post-Training Rollouts via System-Integrated Speculative Decoding
by: Iso, Hayate, et al.
Published: (2026)
by: Iso, Hayate, et al.
Published: (2026)
Accelerating Large Language Model Reasoning via Speculative Search
by: Wang, Zhihai, et al.
Published: (2025)
by: Wang, Zhihai, et al.
Published: (2025)
Spark: Strategic Policy-Aware Exploration via Dynamic Branching for Long-Horizon Agentic Learning
by: Wu, Jinyang, et al.
Published: (2026)
by: Wu, Jinyang, et al.
Published: (2026)
Parallel Decoding via Hidden Transfer for Lossless Large Language Model Acceleration
by: Wu, Pengfei, et al.
Published: (2024)
by: Wu, Pengfei, et al.
Published: (2024)
Accelerate Speculative Decoding with Sparse Computation in Verification
by: Wang, Jikai, et al.
Published: (2025)
by: Wang, Jikai, et al.
Published: (2025)
ParallelSpec: Parallel Drafter for Efficient Speculative Decoding
by: Xiao, Zilin, et al.
Published: (2024)
by: Xiao, Zilin, et al.
Published: (2024)
Dynamic Speculation Lookahead Accelerates Speculative Decoding of Large Language Models
by: Mamou, Jonathan, et al.
Published: (2024)
by: Mamou, Jonathan, et al.
Published: (2024)
Model Editing as a Double-Edged Sword: Steering Agent Ethical Behavior Toward Beneficence or Harm
by: Huang, Baixiang, et al.
Published: (2025)
by: Huang, Baixiang, et al.
Published: (2025)
REAR: A Relevance-Aware Retrieval-Augmented Framework for Open-Domain Question Answering
by: Wang, Yuhao, et al.
Published: (2024)
by: Wang, Yuhao, et al.
Published: (2024)
Vision-TTT: Efficient and Expressive Visual Representation Learning with Test-Time Training
by: Kong, Quan, et al.
Published: (2026)
by: Kong, Quan, et al.
Published: (2026)
The Double Contingency Problem: AI Recursion and the Limits of Interspecies Understanding
by: Bishop, Graham L.
Published: (2025)
by: Bishop, Graham L.
Published: (2025)
Atlas: Orchestrating Heterogeneous Models and Tools for Multi-Domain Complex Reasoning
by: Wu, Jinyang, et al.
Published: (2026)
by: Wu, Jinyang, et al.
Published: (2026)
Mirror Speculative Decoding: Breaking the Serial Barrier in LLM Inference
by: Bhendawade, Nikhil, et al.
Published: (2025)
by: Bhendawade, Nikhil, et al.
Published: (2025)
SWIFT: On-the-Fly Self-Speculative Decoding for LLM Inference Acceleration
by: Xia, Heming, et al.
Published: (2024)
by: Xia, Heming, et al.
Published: (2024)
PARD-2: Target-Aligned Parallel Draft Model for Dual-Mode Speculative Decoding
by: An, Zihao, et al.
Published: (2026)
by: An, Zihao, et al.
Published: (2026)
RACER: Retrieval-Augmented Contextual Rapid Speculative Decoding
by: Zhang, Zihong, et al.
Published: (2026)
by: Zhang, Zihong, et al.
Published: (2026)
Draft Less, Retrieve More: Hybrid Tree Construction for Speculative Decoding
by: Shen, Yuhao, et al.
Published: (2026)
by: Shen, Yuhao, et al.
Published: (2026)
JORA: JAX Tensor-Parallel LoRA Library for Retrieval Augmented Fine-Tuning
by: Tahir, Anique, et al.
Published: (2024)
by: Tahir, Anique, et al.
Published: (2024)
Aligning MLLM Benchmark With Human Preferences via Structural Equation Modeling
by: Xiong, Shengwu., et al.
Published: (2025)
by: Xiong, Shengwu., et al.
Published: (2025)
DReSD: Dense Retrieval for Speculative Decoding
by: Gritta, Milan, et al.
Published: (2025)
by: Gritta, Milan, et al.
Published: (2025)
Ask Questions with Double Hints: Visual Question Generation with Answer-awareness and Region-reference
by: Shen, Kai, et al.
Published: (2024)
by: Shen, Kai, et al.
Published: (2024)
Similar Items
-
SpecBranch: Speculative Decoding via Hybrid Drafting and Rollback-Aware Branch Parallelism
by: Shen, Yuhao, et al.
Published: (2025) -
ParallelVLM: Lossless Video-LLM Acceleration with Visual Alignment Aware Parallel Speculative Decoding
by: Kong, Quan, et al.
Published: (2026) -
LogitSpec: Accelerating Retrieval-based Speculative Decoding via Next Next Token Speculation
by: Liu, Tianyu, et al.
Published: (2025) -
TALON: Confidence-Aware Speculative Decoding with Adaptive Token Trees
by: Liu, Tianyu, et al.
Published: (2026) -
Kangaroo: Lossless Self-Speculative Decoding via Double Early Exiting
by: Liu, Fangcheng, et al.
Published: (2024)