Cover Image

Accelerate Parallelizable Reasoning via Parallel Decoding within One Sequence

Fuente: arXiv

Saved in:

Bibliographic Details
Main Author:	Yu, Yijiong
Format:	Preprint
Published:	2025
Subjects:	Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Patience Is The Key to Large Language Model Reasoning
by: Yu, Yijiong
Published: (2024)

Speculative Pipeline Decoding: Higher-Accruacy and Zero-Bubble Speculation via Pipeline Parallelism
by: Yu, Yijiong, et al.
Published: (2026)

Do LLMs Really Think Step-by-step In Implicit Reasoning?
by: Yu, Yijiong
Published: (2024)

An Effective Framework to Help Large Language Models Handle Numeric-involved Long-context Tasks
by: Yu, Yijiong
Published: (2024)

AdaDecode: Accelerating LLM Decoding with Adaptive Layer Parallelism
by: Wei, Zhepei, et al.
Published: (2025)

Learning to Parallel: Accelerating Diffusion Large Language Models via Learnable Parallel Decoding
by: Bao, Wenrui, et al.
Published: (2025)

Divide and Conquer: Accelerating Diffusion-Based Large Language Models via Adaptive Parallel Decoding
by: Luo, Xiangzhong, et al.
Published: (2026)

Bregman Conditional Random Fields: Sequence Labeling with Parallelizable Inference Algorithms
by: Corro, Caio, et al.
Published: (2025)

Parallel Decoding via Hidden Transfer for Lossless Large Language Model Acceleration
by: Wu, Pengfei, et al.
Published: (2024)

Accelerating Transformer Inference for Translation via Parallel Decoding
by: Santilli, Andrea, et al.
Published: (2023)

Accelerating Diffusion LLMs via Adaptive Parallel Decoding
by: Israel, Daniel, et al.
Published: (2025)

Why Are Linear RNNs More Parallelizable?
by: Merrill, William, et al.
Published: (2026)

SEED: Accelerating Reasoning Tree Construction via Scheduled Speculative Decoding
by: Wang, Zhenglin, et al.
Published: (2024)

Read As Human: Compressing Context via Parallelizable Close Reading and Skimming
by: Tang, Jiwei, et al.
Published: (2026)

dParallel: Learnable Parallel Decoding for dLLMs
by: Chen, Zigeng, et al.
Published: (2025)

Lossless Acceleration of Large Language Model via Adaptive N-gram Parallel Decoding
by: Ou, Jie, et al.
Published: (2024)

CreditDecoding: Accelerating Parallel Decoding in Diffusion Large Language Models with Trace Credit
by: Wang, Kangyu, et al.
Published: (2025)

Long-context Language Models Fail in Basic Retrieval Tasks Without Sufficient Reasoning Steps
by: Yu, Yijiong, et al.
Published: (2024)

Native Parallel Reasoner: Reasoning in Parallelism via Self-Distilled Reinforcement Learning
by: Wu, Tong, et al.
Published: (2025)

ParallelSpec: Parallel Drafter for Efficient Speculative Decoding
by: Xiao, Zilin, et al.
Published: (2024)

Think in Parallel, Answer as One: Logit Averaging for Open-Ended Reasoning
by: Wang, Haonan, et al.
Published: (2025)

APB-V: Accelerating Long-Video Understanding via Sequence-Parallelism-aware Approximate Attention
by: Huang, Yuxiang, et al.
Published: (2026)

Hardware-Aware Parallel Prompt Decoding for Memory-Efficient Acceleration of LLM Inference
by: Chen, Hao Mark, et al.
Published: (2024)

Linear Attention Sequence Parallelism
by: Sun, Weigao, et al.
Published: (2024)

PSD: Pushing the Pareto Frontier of Diffusion LLMs via Parallel Speculative Decoding
by: Sun, Shengyin, et al.
Published: (2026)

Training With "Paraphrasing the Original Text" Teaches LLM to Better Retrieve in Long-context Tasks
by: Yu, Yijiong, et al.
Published: (2023)

Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding
by: Wu, Chengyue, et al.
Published: (2025)

Enhancing Listened Speech Decoding from EEG via Parallel Phoneme Sequence Prediction
by: Lee, Jihwan, et al.
Published: (2025)

Density-aware Soft Context Compression with Semi-Dynamic Compression Ratio
by: Yu, Yijiong, et al.
Published: (2026)

TriForce: Lossless Acceleration of Long Sequence Generation with Hierarchical Speculative Decoding
by: Sun, Hanshi, et al.
Published: (2024)

Towards Efficient Speech-Text Jointly Decoding within One Speech Language Model
by: Wu, Haibin, et al.
Published: (2025)

Parallel Decoder Transformer: Planner-Seeded Latent Coordination for Synchronized Parallel Decoding
by: Robbins, Logan
Published: (2025)

Accelerating Prefilling via Decoding-time Contribution Sparsity
by: He, Zhiyuan, et al.
Published: (2025)

Generation Meets Verification: Accelerating Large Language Model Inference with Smart Parallel Auto-Correct Decoding
by: Yi, Hanling, et al.
Published: (2024)

LoPA: Scaling dLLM Inference via Lookahead Parallel Decoding
by: Xu, Chenkai, et al.
Published: (2025)

ASPD: Unlocking Adaptive Serial-Parallel Decoding by Exploring Intrinsic Parallelism in LLMs
by: Chen, Keyu, et al.
Published: (2025)

Double: Breaking the Acceleration Limit via Double Retrieval Speculative Parallelism
by: Shen, Yuhao, et al.
Published: (2026)

SWAA: Sliding Window Attention Adaptation for Efficient and Quality Preserving Long Context Processing
by: Yu, Yijiong, et al.
Published: (2025)

OpenCSG Chinese Corpus: A Series of High-quality Chinese Datasets for LLM Training
by: Yu, Yijiong, et al.
Published: (2025)

PEARL: Parallel Speculative Decoding with Adaptive Draft Length
by: Liu, Tianyu, et al.
Published: (2024)