Wide-In, Narrow-Out: Revokable Decoding for Efficient and Effective DLLMs

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Wide-In, Narrow-Out: Revokable Decoding for Efficient and Effective DLLMs

24 July 2025

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Papers citing "Wide-In, Narrow-Out: Revokable Decoding for Efficient and Effective DLLMs"

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Title
Beyond Confidence: Adaptive and Coherent Decoding for Diffusion Language Models Kecheng Chen Ziru Liu Xijia Tao Hui Liu Xinyu Fu Suiyun Zhang Dandan Tu Lingpeng Kong Rui Liu Haoliang Li DiffM 308 0 0 26 Nov 2025
Orchestrating Dual-Boundaries: An Arithmetic Intensity Inspired Acceleration Framework for Diffusion Language Models Linye Wei Wenjue Chen Pingzhi Tang Xiaotian Guo Le Ye Runsheng Wang Meng Li AI4CE 89 0 0 24 Nov 2025
Planned Diffusion Daniel Israel Tian Jin Ellie Y. Cheng Guy Van den Broeck Aditya Grover Suvinay Subramanian Michael Carbin DiffM 124 0 0 20 Oct 2025
Saber: An Efficient Sampling with Adaptive Acceleration and Backtracking Enhanced Remasking for Diffusion Language Model Yihong Dong Zhaoyu Ma Xue Jiang Zhiyuan Fan Jiaru Qian ... Rongyu Cao B. Li Fei Huang Yongbin Li Ge Li 124 4 0 20 Oct 2025
Enhancing Reasoning for Diffusion LLMs via Distribution Matching Policy Optimization Y. Zhu Wei Guo Jaemoo Choi Petr Molodyk Bo Yuan Molei Tao Yongxin Chen LRM 177 4 0 09 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 125 3 0 02 Oct 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 192 13 0 30 Sep 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 106 4 0 30 Sep 2025
Spiffy: Multiplying Diffusion LLM Acceleration via Lossless Speculative Decoding Sudhanshu Agrawal Risheek Garrepalli Raghavv Goel Mingu Lee Christopher Lott Fatih Porikli 206 6 0 22 Sep 2025
Discrete Diffusion in Large Language and Multimodal Models: A Survey Runpeng Yu Qi Li Xinchao Wang DiffM AI4CE 515 24 0 16 Jun 2025