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2508.02193
Cited By
Seed Diffusion: A Large-Scale Diffusion Language Model with High-Speed Inference
4 August 2025
Yuxuan Song
Zheng Zhang
Cheng-hsin Luo
Pengyang Gao
Fan Xia
H. Luo
Zheng Li
Y. Yang
Hongli Yu
Xingwei Qu
Y. Fu
Jing Su
Ge Zhang
Wenhao Huang
Mingxuan Wang
Lin Yan
Xiaoying Jia
Jingjing Liu
Wei-Ying Ma
Y. Zhang
Yonghui Wu
Hao Zhou
VLM
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HuggingFace (117 upvotes)
Papers citing
"Seed Diffusion: A Large-Scale Diffusion Language Model with High-Speed Inference"
40 / 40 papers shown
Principled RL for Diffusion LLMs Emerges from a Sequence-Level Perspective
Jingyang Ou
Jiaqi Han
Minkai Xu
Shaoxuan Xu
Jianwen Xie
Stefano Ermon
Yi Wu
Chongxuan Li
DiffM
124
1
0
03 Dec 2025
Fast-Decoding Diffusion Language Models via Progress-Aware Confidence Schedules
Amr Mohamed
Yang Zhang
Michalis Vazirgiannis
Guokan Shang
AI4CE
183
0
0
02 Dec 2025
From Bits to Rounds: Parallel Decoding with Exploration for Diffusion Language Models
Hengyu Fu
Baihe Huang
Virginia Adams
Charles Wang
Venkat Srinivasan
Jiantao Jiao
228
3
0
26 Nov 2025
Masks Can Be Distracting: On Context Comprehension in Diffusion Language Models
Julianna Piskorz
Cristina Pinneri
Alvaro H.C. Correia
Motasem Alfarra
Risheek Garrepalli
Christos Louizos
DiffM
212
1
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
108
0
0
24 Nov 2025
CDLM: Consistency Diffusion Language Models For Faster Sampling
Minseo Kim
Chenfeng Xu
Coleman Hooper
Harman Singh
Ben Athiwaratkun
Ce Zhang
Kurt Keutzer
Amir Gholami
199
0
0
24 Nov 2025
WavefrontDiffusion: Dynamic Decoding Schedule for Improved Reasoning
Haojin Yang
Rui Hu
Zequn Sun
Rui Zhou
Yujun Cai
Yiwei Wang
DiffM
85
0
0
22 Nov 2025
Reasoning in Diffusion Large Language Models is Concentrated in Dynamic Confusion Zones
Ranfei Chen
Ming Chen
Kaifei Wang
DiffM
AI4CE
LRM
206
0
0
19 Nov 2025
Diffusion Language Models are Super Data Learners
Jinjie Ni
Qian Liu
Longxu Dou
Chao Du
Zili Wang
Hang Yan
Tianyu Pang
Michael Shieh
AI4CE
139
15
0
05 Nov 2025
Diffusion LLM with Native Variable Generation Lengths: Let [EOS] Lead the Way
Yicun Yang
C. Wang
Shaobo Wang
Zichen Wen
Biqing Qi
Hanlin Xu
Linfeng Zhang
106
5
0
28 Oct 2025
Encoder-Decoder Diffusion Language Models for Efficient Training and Inference
Marianne Arriola
Yair Schiff
Hao Phung
Aaron Gokaslan
Volodymyr Kuleshov
146
1
0
26 Oct 2025
Topology Sculptor, Shape Refiner: Discrete Diffusion Model for High-Fidelity 3D Meshes Generation
Kaiyu Song
Hanjiang Lai
Yaqing Zhang
Chuangjian Cai
Yan Pan Kun Yue
Jian Yin
165
1
0
24 Oct 2025
From Denoising to Refining: A Corrective Framework for Vision-Language Diffusion Model
Yatai Ji
Teng Wang
Yuying Ge
Zhiheng Liu
Sidi Yang
Y. Shan
Ping Luo
DiffM
VLM
174
1
0
22 Oct 2025
MUG-V 10B: High-efficiency Training Pipeline for Large Video Generation Models
Yongshun Zhang
Zhongyi Fan
Yonghang Zhang
Zhangzikang Li
Weifeng Chen
Zhongwei Feng
Chaoyue Wang
Peng Hou
Anxiang Zeng
VGen
302
0
0
20 Oct 2025
Latent Discrete Diffusion Models
Dario Shariatian
Alain Durmus
Stefano Peluchetti
DiffM
252
0
0
20 Oct 2025
On the Reasoning Abilities of Masked Diffusion Language Models
Anej Svete
Ashish Sabharwal
DiffM
LRM
111
0
0
15 Oct 2025
Boundary-Guided Policy Optimization for Memory-efficient RL of Diffusion Large Language Models
Nianyi Lin
Jiajie Zhang
Lei Hou
Juanzi Li
130
4
0
13 Oct 2025
dInfer: An Efficient Inference Framework for Diffusion Language Models
Yuxin Ma
Lun Du
Lanning Wei
Kun Chen
Qian Xu
...
Jiaqi Hu
Zhenzhong Lan
Junbo Zhao
Jianguo Li
Da Zheng
MoE
AI4CE
218
10
0
09 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
188
4
0
09 Oct 2025
LaDiR: Latent Diffusion Enhances LLMs for Text Reasoning
Haoqiang Kang
Y. Zhang
Nikki Lijing Kuang
Nicklas Majamaki
Navdeep Jaitly
Yi-An Ma
Lianhui Qin
LRM
596
2
0
06 Oct 2025
AtomWorld: A Benchmark for Evaluating Spatial Reasoning in Large Language Models on Crystalline Materials
Taoyuze Lv
Alexander Chen
Fengyu Xie
Chu Wu
Jeffrey Meng
Dongzhan Zhou
B. Hoex
Zhicheng Zhong
Tong Xie
Tong Xie
LRM
141
1
0
06 Oct 2025
ParallelBench: Understanding the Trade-offs of Parallel Decoding in Diffusion LLMs
Wonjun Kang
Kevin Galim
Seunghyuk Oh
M Lee
Yuchen Zeng
...
Coleman Hooper
Yuezhou Hu
H. Koo
N. Cho
Kangwook Lee
195
6
0
06 Oct 2025
Rainbow Padding: Mitigating Early Termination in Instruction-Tuned Diffusion LLMs
Bumjun Kim
Dongjae Jeon
Dueun Kim
Wonje Jeung
Albert No
142
0
0
04 Oct 2025
DMark: Order-Agnostic Watermarking for Diffusion Large Language Models
Linyu Wu
Linhao Zhong
Wenjie Qu
Y. Li
Yue Liu
Shengfang Zhai
Chunhua Shen
Jiaheng Zhang
201
0
0
03 Oct 2025
DiFFPO: Training Diffusion LLMs to Reason Fast and Furious via Reinforcement Learning
Hanyang Zhao
Dawen Liang
Wenpin Tang
David Yao
Nathan Kallus
183
2
0
02 Oct 2025
Free Draft-and-Verification: Toward Lossless Parallel Decoding for Diffusion Large Language Models
Shutong Wu
Jiawei Zhang
DiffM
320
2
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
145
0
0
29 Sep 2025
DiffTester: Accelerating Unit Test Generation for Diffusion LLMs via Repetitive Pattern
Lekang Yang
Yuetong Liu
Yitong Zhang
Jia Li
193
1
0
29 Sep 2025
Taming Masked Diffusion Language Models via Consistency Trajectory Reinforcement Learning with Fewer Decoding Step
Jingyi Yang
Guanxu Chen
Xuhao Hu
Jing Shao
178
4
0
28 Sep 2025
Training Optimal Large Diffusion Language Models
Jinjie Ni
Qian Liu
Chao Du
Longxu Dou
Hang Yan
Zili Wang
Tianyu Pang
Michael Shieh
ALM
AI4CE
247
12
0
28 Sep 2025
CoDA: Coding LM via Diffusion Adaptation
H. Chen
Shiyu Wang
Can Qin
B. Pang
Zuxin Liu
...
Shelby Heinecke
Silvio Savarese
Caiming Xiong
Huan Wang
Weiran Yao
DiffM
116
1
0
27 Sep 2025
d2: Improved Techniques for Training Reasoning Diffusion Language Models
Guanghan Wang
Yair Schiff
Gilad Turok
Volodymyr Kuleshov
DiffM
OffRL
LRM
192
6
0
25 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
192
4
0
14 Sep 2025
Set Block Decoding is a Language Model Inference Accelerator
Itai Gat
Heli Ben-Hamu
Marton Havasi
Daniel Haziza
Jeremy Reizenstein
Gabriel Synnaeve
David Lopez-Paz
Brian Karrer
Y. Lipman
150
6
0
04 Sep 2025
Any-Order Flexible Length Masked Diffusion
Jaeyeon Kim
Lee Cheuk-Kit
Carles Domingo-Enrich
Yilun Du
Sham Kakade
Timothy Ngotiaoco
Sitan Chen
Michael Albergo
267
13
0
31 Aug 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
180
24
0
27 Aug 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
182
9
0
20 Aug 2025
DPad: Efficient Diffusion Language Models with Suffix Dropout
Xinhua Chen
Sitao Huang
Cong Guo
Chiyue Wei
Yintao He
Jianyi Zhang
Xue Yang
Yiran Chen
125
15
0
19 Aug 2025
MDPO: Overcoming the Training-Inference Divide of Masked Diffusion Language Models
Haoyu He
Katrin Renz
Yong Cao
Andreas Geiger
DiffM
179
5
0
18 Aug 2025
Discrete Diffusion in Large Language and Multimodal Models: A Survey
Runpeng Yu
Qi Li
Xinchao Wang
DiffM
AI4CE
525
25
0
16 Jun 2025
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![Diffusion LLM with Native Variable Generation Lengths: Let [EOS] Lead the Way](https://cdn.parameterlab.de/resized-images/aHR0cHM6Ly9jZG4ucGFyYW1ldGVybGFiLmRlL3BhcGVycy8yNTEwLjI0NjA1L3BhZ2VzL3BhZ2UuanBn?w=256&q=75&f=webp)
