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20242026
most citedFlowSpec: Continuous Pipelined Speculative Decoding for Efficient Distributed LLM Inference

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cs.CL2026

DAWN: Dependency-Aware Fast Inference for Diffusion LLMs

Lizhuo Luo, Zhuoran Shi, Jiajun Luo +4

Diffusion large language models (dLLMs) have shown advantages in text generation, particularly due to their inherent ability for parallel decoding. However, constrained by the qual…

cs.CL2026

DSB: Dynamic Sliding Block Scheduling for Diffusion LLMs

Lizhuo Luo, Shenggui Li, Yonggang Wen +1

Diffusion large language models (dLLMs) have emerged as a promising alternative for text generation, distinguished by their native support for parallel decoding. In practice, block…