Yiqing Huang
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126
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NLP×1
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2026
Efficient Diffusion LLMs via Temporal-Spatial Parallel Decoding and Confidence Extrapolation
The paper proposes a novel trace-aware decoding framework, combining Temporal-Spatial Parallel Decoding (TSPD) and Confidence Extrapolation (CE), to significantly accelerate the inference of diffusion-based LLMs by identifying and fixing converged tokens early.
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Papers
cs.CLRecentMay 29, 2026
Efficient Diffusion LLMs via Temporal-Spatial Parallel Decoding and Confidence Extrapolation
Zekai Li, Ji Liu, Yiqing Huang, Ziqiong Liu +2 more
The paper proposes a novel trace-aware decoding framework, combining Temporal-Spatial Parallel Decoding (TSPD) and Confidence Extrapolation (CE), to significantly accelerate the inference of diffusion…
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