Papers citing 'Time Is a Feature: Exploiting Temporal Dynamics in Diffusion Language Models'

Title
Loopholing Discrete Diffusion: Deterministic Bypass of the Sampling Wall Mingyu Jo Jaesik Yoon Justin Deschenaux Çağlar Gülçehre Sungjin Ahn DiffM 92 0 0 22 Oct 2025
CreditDecoding: Accelerating Parallel Decoding in Diffusion Large Language Models with Trace Credits Kangyu Wang Zhiyun Jiang Haibo Feng Weijia Zhao Lin Liu Jianguo Li Zhenzhong Lan Weiyao Lin 48 0 0 07 Oct 2025
Test-Time Scaling in Diffusion LLMs via Hidden Semi-Autoregressive Experts Jihoon Lee Hoyeon Moon Kevin Zhai Arun Kumar Chithanar Anit Kumar Sahu S. Kar Chul Lee Souradip Chakraborty Amrit Singh Bedi DiffM 136 0 0 06 Oct 2025
Step-Aware Policy Optimization for Reasoning in Diffusion Large Language Models Shaoan Xie Lingjing Kong Xiangchen Song Xinshuai Dong Guangyi Chen Eric P.Xing Kun Zhang LRM 49 0 0 02 Oct 2025
AdaBlock-dLLM: Semantic-Aware Diffusion LLM Inference via Adaptive Block Size Guanxi Lu Hao Mark Chen Yuto Karashima Zhican Wang Daichi Fujiki Hongxiang Fan AI4CE 62 0 0 30 Sep 2025
Fast-dLLM v2: Efficient Block-Diffusion LLM Chengyue Wu Hao Zhang Shuchen Xue Shizhe Diao Y. Fu Zhijian Liu Pavlo Molchanov Ping Luo Song Han Enze Xie AI4CE 50 4 0 30 Sep 2025
DiffuGuard: How Intrinsic Safety is Lost and Found in Diffusion Large Language Models Zherui Li Zheng Nie Zhenhong Zhou Yufei Guo Yue Liu Y. Zhang Yu Cheng Qingsong Wen Kun Wang Jiaheng Zhang AAML 71 0 0 29 Sep 2025
Diffusion Language Models Know the Answer Before Decoding Pengxiang Li Yefan Zhou Dilxat Muhtar L. Yin Shilin Yan Li Shen Yi Liang Soroush Vosoughi Shiwei Liu 72 13 0 27 Aug 2025
MDPO: Overcoming the Training-Inference Divide of Masked Diffusion Language Models Haoyu He Katrin Renz Yong Cao Andreas Geiger DiffM 69 3 0 18 Aug 2025
Discrete Diffusion in Large Language and Multimodal Models: A Survey Runpeng Yu Qi Li Xinchao Wang DiffM AI4CE 287 15 0 16 Jun 2025