A Survey on Diffusion Language Models

14 August 2025

Papers citing "A Survey on Diffusion Language Models"

8 / 8 papers shown

Title
DiffuGuard: How Intrinsic Safety is Lost and Found in Diffusion Large Language Models Zherui Li Zheng Nie Zhenhong Zhou Yufei Guo Yue Liu Yitong Zhang Yu Cheng Qingsong Wen Kun Wang Jiaheng Zhang AAML 0 0 0 29 Sep 2025
DiffTester: Accelerating Unit Test Generation for Diffusion LLMs via Repetitive Pattern Lekang Yang Yuetong Liu Yitong Zhang Jia Li 4 0 0 29 Sep 2025
MARCOS: Deep Thinking by Markov Chain of Continuous Thoughts Jiayu Liu Zhenya Huang Anya Sims Enhong Chen Yee Whye Teh Ning Miao OffRL BDL LRM 0 0 0 29 Sep 2025
d $^2$ Cache: Accelerating Diffusion-Based LLMs via Dual Adaptive Caching Yuchu Jiang Yue Cai Xiangzhong Luo Jiale Fu Jiarui Wang Chonghan Liu Xu Yang 4 0 0 27 Sep 2025
Parallel Thinking, Sequential Answering: Bridging NAR and AR for Efficient Reasoning Qihang Ai Haiyun Jiang ReLM LRM 8 0 0 25 Sep 2025
FS-DFM: Fast and Accurate Long Text Generation with Few-Step Diffusion Language Models Amin Karimi Monsefi Nikhil Bhendawade Manuel Rafael Ciosici Dominic Culver Yizhe Zhang Irina Belousova 4 0 0 24 Sep 2025
Beyond Autoregression: An Empirical Study of Diffusion Large Language Models for Code Generation Chengze li Yitong Zhang Jia Li L. Cai Ge Li DiffM 8 0 0 14 Sep 2025
Quantization Meets dLLMs: A Systematic Study of Post-training Quantization for Diffusion LLMs Haokun Lin Haobo Xu Yichen Wu Ziyu Guo Renrui Zhang Zhichao Lu Ying Wei Gang Qu Zhenan Sun DiffM MQ 36 2 0 20 Aug 2025