[TOC]

Content

• 2511.06254 LLaDA-Rec: Discrete Diffusion for Parallel Semantic ID Generation in Generative Recommendation

  • note：
  • abstract：

• 2510.10481 UltraLLaDA: Scaling the Context Length to 128K for Diffusion Large Language Models

  • note：笔记
  • abstract：扩充LLaDA的长上下文

• 2509.24389 LLaDA-MoE: A Sparse MoE Diffusion Language Model

  • note：笔记
  • abstract：修改了LLaDA的Dense Transformer为MoE架构

• 2509.13866 Masked Diffusion Models as Energy Minimization

  • 暂未阅读

• 2507.06203 A Survey on Latent Reasoning

  • 暂未阅读

• 2505.19223 LLaDA 1.5: Variance-Reduced Preference Optimization for Large Language Diffusion Models

  • note：笔记（难度较高，未读完）
  • abstract：提出VRPO方法，对LLaDA进行强化学习

• 2505.16933 LLaDA-V: Large Language Diffusion Models with Visual Instruction Tuning

  • note：笔记
  • abstract：实现了图片理解的多模态LLaDA模型

• 2502.09992 Large Language Diffusion Models

  • note：笔记
  • abstract：LLaDA