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20242026
most citedAB-Cache: Training-Free Acceleration of Diffusion Models via Adams-Bashforth Cached Feature Reuse

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cs.CL2026

Relative Score Policy Optimization for Diffusion Language Models

Zichao Yu, Shengze Xu, Bingqing Jiang +2

Diffusion large language models (dLLMs) offer a promising route to parallel and efficient text generation, but improving their reasoning ability requires effective post-training. R…

cs.CL2025

Tree Reward-Aligned Search for TReASURe in Masked Diffusion Language Models

Zichao Yu, Ming Li, Wenyi Zhang +1

Tree search has recently emerged as a powerful framework for aligning generative models with task-specific rewards at test time. Applying tree search to Masked Diffusion Language M…