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Xiangchen Li

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Book Open access Jul 2026

dLLM-Serve: Bridging the Memory Gap in Diffusion Language Model Serving

Diffusion Large Language Models (dLLMs) have emerged as a promising alternative to Autoregressive Models (ARMs), utilizing parallel decoding to overcome sequential bottlenecks. However, existing research focuses primarily on kernel-level optimizations, lacking a holistic serving framework that addresses the unique memo...

Jiakun Fan, Yang-Lin Zhang, Xiangchen Li et al. · 0 citations

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