:: Library Catalog

Cover Image

Saved in:

Bibliographic Details
Main Authors:	Zhong, Wei, Bharadwaj, Manasa, Wang, Yixiao, Ji, Yipeng, Lee, Chul
Format:	Preprint
Published:	2025
Subjects:	Computation and Language Artificial Intelligence
Online Access:	https://arxiv.org/abs/2505.24544
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

SMaRT: Select, Mix, and ReinvenT -- A Strategy Fusion Framework for LLM-Driven Reasoning and Planning
by: Verma, Nikhil, et al.
Published: (2025)

S3D: A Simple and Cost-Effective Self-Speculative Decoding Scheme for Low-Memory GPUs
by: Zhong, Wei, et al.
Published: (2024)

Mixture of Attentions For Speculative Decoding
by: Zimmer, Matthieu, et al.
Published: (2024)

Cacheback: Speculative Decoding With Nothing But Cache
by: Ma, Zhiyao, et al.
Published: (2025)

Speculative Decoding for Multi-Sample Inference
by: Li, Yiwei, et al.
Published: (2025)

REST: Retrieval-Based Speculative Decoding
by: He, Zhenyu, et al.
Published: (2023)

Scaling Laws for Speculative Decoding
by: Yan, Siyuan, et al.
Published: (2025)

Dynamic Depth Decoding: Faster Speculative Decoding for LLMs
by: Brown, Oscar, et al.
Published: (2024)

RASD: Retrieval-Augmented Speculative Decoding
by: Quan, Guofeng, et al.
Published: (2025)

The Disparate Impacts of Speculative Decoding
by: Sandler, Jameson, et al.
Published: (2025)

Speculative Decoding: Performance or Illusion?
by: Liu, Xiaoxuan, et al.
Published: (2025)

Mamba Drafters for Speculative Decoding
by: Choi, Daewon, et al.
Published: (2025)

Constrained Decoding with Speculative Lookaheads
by: Nakshatri, Nishanth, et al.
Published: (2024)

Goose: Anisotropic Speculation Trees for Training-Free Speculative Decoding
by: Jin, Tao, et al.
Published: (2026)

Online Speculative Decoding
by: Liu, Xiaoxuan, et al.
Published: (2023)

Batch Speculative Decoding Done Right
by: Zhang, Ranran Haoran, et al.
Published: (2025)

SelfJudge: Faster Speculative Decoding via Self-Supervised Judge Verification
by: Yoon, Kanghoon, et al.
Published: (2025)

OWL: Overcoming Window Length-Dependence in Speculative Decoding for Long-Context Inputs
by: Lee, Jaeseong, et al.
Published: (2025)

Hybrid Verified Decoding: Learning to Allocate Verification in Speculative Decoding
by: Su, Xin, et al.
Published: (2026)

On Speculative Decoding for Multimodal Large Language Models
by: Gagrani, Mukul, et al.
Published: (2024)

RACER: Retrieval-Augmented Contextual Rapid Speculative Decoding
by: Zhang, Zihong, et al.
Published: (2026)

When, What, and How: Rethinking Retrieval-Enhanced Speculative Decoding
by: Fang, Min, et al.
Published: (2025)

Speculate, then Collaborate: Fusing Knowledge of Language Models during Decoding
by: Wang, Ziyao, et al.
Published: (2025)

DiffuSpec: Unlocking Diffusion Language Models for Speculative Decoding
by: Li, Guanghao, et al.
Published: (2025)

SAM Decoding: Speculative Decoding via Suffix Automaton
by: Hu, Yuxuan, et al.
Published: (2024)

PACER: Blockwise Pre-verification for Speculative Decoding with Adaptive Length
by: Zhang, Situo, et al.
Published: (2026)

A Theoretical Perspective for Speculative Decoding Algorithm
by: Yin, Ming, et al.
Published: (2024)

GRIFFIN: Effective Token Alignment for Faster Speculative Decoding
by: Hu, Shijing, et al.
Published: (2025)

Reward-Guided Speculative Decoding for Efficient LLM Reasoning
by: Liao, Baohao, et al.
Published: (2025)

Acceptance Dynamics Across Cognitive Domains in Speculative Decoding
by: Mahmoud, Saif
Published: (2026)

Traversal Verification for Speculative Tree Decoding
by: Weng, Yepeng, et al.
Published: (2025)

Faster Cascades via Speculative Decoding
by: Narasimhan, Harikrishna, et al.
Published: (2024)

Self-Speculative Biased Decoding for Faster Re-Translation
by: Zeng, Linxiao, et al.
Published: (2025)

TETRIS: Optimal Draft Token Selection for Batch Speculative Decoding
by: Wu, Zhaoxuan, et al.
Published: (2025)

Entropy-Aware Speculative Decoding Toward Improved LLM Reasoning
by: Su, Tiancheng, et al.
Published: (2025)

SpecHub: Provable Acceleration to Multi-Draft Speculative Decoding
by: Sun, Ryan, et al.
Published: (2024)

CREST: Effectively Compacting a Datastore For Retrieval-Based Speculative Decoding
by: Ho, Sophia, et al.
Published: (2024)

Spiffy: Multiplying Diffusion LLM Acceleration via Lossless Speculative Decoding
by: Agrawal, Sudhanshu, et al.
Published: (2025)

HiSpec: Hierarchical Speculative Decoding for LLMs
by: Kumar, Avinash, et al.
Published: (2025)

Benchmarking the Energy Savings with Speculative Decoding Strategies
by: Dutta, Rohit, et al.
Published: (2026)