Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
All Papers
0 / 0 papers shown
Home
Papers
2212.11685
Cited By
v1
v2 (latest)
Text Generation with Diffusion Language Models: A Pre-training Approach with Continuous Paragraph Denoise
International Conference on Machine Learning (ICML), 2022
22 December 2022
Zheng-Wen Lin
Yeyun Gong
Yelong Shen
Tong Wu
Zhihao Fan
Chen Lin
Nan Duan
Weizhu Chen
AI4CE
DiffM
VLM
Re-assign community
ArXiv (abs)
PDF
HTML
HuggingFace (2 upvotes)
Github (728★)
Papers citing
"Text Generation with Diffusion Language Models: A Pre-training Approach with Continuous Paragraph Denoise"
50 / 57 papers shown
UniModel: A Visual-Only Framework for Unified Multimodal Understanding and Generation
Chi Zhang
Jiepeng Wang
Y. Wang
Yuanzhi Liang
X. J. Yang
Zuoxin Li
Haibin Huang
Xuelong Li
DiffM
199
0
0
21 Nov 2025
DiffuGR: Generative Document Retrieval with Diffusion Language Models
Xinpeng Zhao
Yukun Zhao
Zhenyang Li
M. Zhang
M. Zhang
...
Zhumin Chen
Shuaiqiang Wang
Zhaochun Ren
D. Yin
Xin Xin
DiffM
203
0
0
11 Nov 2025
Don't Let It Fade: Preserving Edits in Diffusion Language Models via Token Timestep Allocation
Woojin Kim
Jaeyoung Do
136
0
0
30 Oct 2025
Encoder-Decoder Diffusion Language Models for Efficient Training and Inference
Marianne Arriola
Yair Schiff
Hao Phung
Aaron Gokaslan
Volodymyr Kuleshov
140
1
0
26 Oct 2025
Self Speculative Decoding for Diffusion Large Language Models
Yifeng Gao
Ziang Ji
Y. Wang
Biqing Qi
Hanlin Xu
Linfeng Zhang
DiffM
LRM
309
3
0
05 Oct 2025
Toward Safer Diffusion Language Models: Discovery and Mitigation of Priming Vulnerability
Shojiro Yamabe
Jun Sakuma
AAML
124
0
0
01 Oct 2025
RFG: Test-Time Scaling for Diffusion Large Language Model Reasoning with Reward-Free Guidance
Tianlang Chen
Minkai Xu
Jure Leskovec
Stefano Ermon
LRM
AI4CE
142
2
0
29 Sep 2025
Diff-3DCap: Shape Captioning with Diffusion Models
IEEE Transactions on Visualization and Computer Graphics (TVCG), 2025
Zhenyu Shu
Jiawei Wen
Shiyang Li
Shiqing Xin
Ligang Liu
DiffM
123
0
0
28 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
116
4
0
24 Sep 2025
DrDiff: Dynamic Routing Diffusion with Hierarchical Attention for Breaking the Efficiency-Quality Trade-off
Jusheng Zhang
Yijia Fan
Kaitong Cai
Zimeng Huang
Xiaofei Sun
Jian Wang
Chengpei Tang
Keze Wang
DiffM
152
25
0
02 Sep 2025
Dream 7B: Diffusion Large Language Models
Jiacheng Ye
Zhihui Xie
Lin Zheng
Lei Li
Zirui Wu
Xin Jiang
Zhenguo Li
Lingpeng Kong
DiffM
VLM
987
106
0
21 Aug 2025
Improving Text Style Transfer using Masked Diffusion Language Models with Inference-time Scaling
Tejomay Kishor Padole
Suyash P Awate
Pushpak Bhattacharyya
DiffM
149
1
0
14 Aug 2025
A Survey on Diffusion Language Models
Tianyi Li
Mingda Chen
Bowei Guo
Zhiqiang Shen
281
28
0
14 Aug 2025
Diffusion is a code repair operator and generator
Mukul Singh
Gust Verbruggen
Vu Le
Sumit Gulwani
DiffM
80
0
0
14 Aug 2025
DLM-One: Diffusion Language Models for One-Step Sequence Generation
Tianqi Chen
Shujian Zhang
Mingyuan Zhou
190
6
0
30 May 2025
Smoothie: Smoothing Diffusion on Token Embeddings for Text Generation
Alexander Shabalin
Viacheslav Meshchaninov
Dmitry Vetrov
194
2
0
24 May 2025
LLaDA-V: Large Language Diffusion Models with Visual Instruction Tuning
Zebin You
Shen Nie
Xiaolu Zhang
Jun Hu
Jun Zhou
Zhiwu Lu
J. Wen
Chongxuan Li
MLLM
VLM
412
61
0
22 May 2025
Only Large Weights (And Not Skip Connections) Can Prevent the Perils of Rank Collapse
Josh Alman
Zhao Song
367
10
0
22 May 2025
Fast RoPE Attention: Combining the Polynomial Method and Fast Fourier Transform
Josh Alman
Zhao Song
340
23
0
17 May 2025
DiffusionCom: Structure-Aware Multimodal Diffusion Model for Multimodal Knowledge Graph Completion
Wei Huang
M. Liang
Peining Li
Xu Hou
Yawen Li
Junping Du
Zhe Xue
Zeli Guan
DiffM
263
0
0
09 Apr 2025
Large Language Diffusion Models
Shen Nie
Fengqi Zhu
Zebin You
Xiaolu Zhang
Jingyang Ou
Jun Hu
Jun Zhou
Yankai Lin
Ji-Rong Wen
Chongxuan Li
1.0K
312
0
14 Feb 2025
Text-Diffusion Red-Teaming of Large Language Models: Unveiling Harmful Behaviors with Proximity Constraints
AAAI Conference on Artificial Intelligence (AAAI), 2025
Jonathan Nöther
Adish Singla
Goran Radanović
AAML
375
0
0
14 Jan 2025
DiffusionAttacker: Diffusion-Driven Prompt Manipulation for LLM Jailbreak
Hao Wang
Hao Li
Junda Zhu
Xinyuan Wang
Changzai Pan
Shiyu Huang
Lei Sha
667
4
0
23 Dec 2024
Segment-Level Diffusion: A Framework for Controllable Long-Form Generation with Diffusion Language Models
Annual Meeting of the Association for Computational Linguistics (ACL), 2024
Xiaochen Zhu
Georgi Karadzhov
Chenxi Whitehouse
Andreas Vlachos
DiffM
383
3
0
15 Dec 2024
Learning Satellite Pattern-of-Life Identification: A Diffusion-based Approach
IEEE Transactions on Aerospace and Electronic Systems (IEEE T-AES), 2024
Yongchao Ye
Xinting Zhu
Xuejin Shen
Xiaoyu Chen
Lishuai Li
S. Joe Qin
501
2
0
14 Dec 2024
Marked Temporal Bayesian Flow Point Processes
Hui Chen
Xuhui Fan
Hengyu Liu
Longbing Cao
AI4TS
161
0
0
25 Oct 2024
Scaling Diffusion Language Models via Adaptation from Autoregressive Models
International Conference on Learning Representations (ICLR), 2024
Shansan Gong
Shivam Agarwal
Yizhe Zhang
Jiacheng Ye
Lin Zheng
...
Peilin Zhao
W. Bi
Jiawei Han
Yuan Yao
Dianbo Sui
AI4CE
382
130
0
23 Oct 2024
Meta-DiffuB: A Contextualized Sequence-to-Sequence Text Diffusion Model with Meta-Exploration
Neural Information Processing Systems (NeurIPS), 2024
Yun-Yen Chuang
Hung-Min Hsu
Kevin Lin
Chen-Sheng Gu
Ling Zhen Li
Ray-I Chang
Hung-yi Lee
DiffM
VLM
234
1
0
17 Oct 2024
Latent Diffusion Models for Controllable RNA Sequence Generation
Kaixuan Huang
Yukang Yang
Kaidi Fu
Yanyi Chu
Le Cong
Mengdi Wang
272
4
0
15 Sep 2024
Thesis proposal: Are We Losing Textual Diversity to Natural Language Processing?
Josef Jon
218
0
0
15 Sep 2024
Table-to-Text Generation with Pretrained Diffusion Models
IEEE Access (IEEE Access), 2024
Aleksei S. Krylov
Oleg D. Somov
192
3
0
10 Sep 2024
Atlas Gaussians Diffusion for 3D Generation
International Conference on Learning Representations (ICLR), 2024
Haitao Yang
Yuan Dong
Hanwen Jiang
Dejia Xu
Georgios Pavlakos
Qixing Huang
3DGS
737
10
0
23 Aug 2024
Attacks and Defenses for Generative Diffusion Models: A Comprehensive Survey
ACM Computing Surveys (ACM CSUR), 2024
V. T. Truong
Luan Ba Dang
Long Bao Le
DiffM
MedIm
338
42
0
06 Aug 2024
KS-LLM: Knowledge Selection of Large Language Models with Evidence Document for Question Answering
Xinxin Zheng
Feihu Che
Jinyang Wu
Shuai Zhang
Shuai Nie
Kang Liu
Jianhua Tao
RALM
HILM
175
5
0
24 Apr 2024
A critical review of methods and challenges in large language models
M. Moradi
Ke Yan
David Colwell
Matthias Samwald
Rhona Asgari
OffRL
221
3
0
18 Apr 2024
AUTODIFF: Autoregressive Diffusion Modeling for Structure-based Drug Design
Xinze Li
Penglei Wang
Tianfan Fu
Wenhao Gao
Chengtao Li
Leilei Shi
Junhong Liu
221
5
0
02 Apr 2024
Unified Generation, Reconstruction, and Representation: Generalized Diffusion with Adaptive Latent Encoding-Decoding
Guangyi Liu
Yu Wang
Zeyu Feng
Qiyu Wu
Liping Tang
...
Shuguang Cui
Julian McAuley
Zichao Yang
Eric P. Xing
Zhiting Hu
DiffM
347
7
0
29 Feb 2024
Mitigating Object Hallucination in Large Vision-Language Models via Image-Grounded Guidance
Linxi Zhao
Yihe Deng
Weitong Zhang
Q. Gu
MLLM
301
30
0
13 Feb 2024
Diffusion of Thoughts: Chain-of-Thought Reasoning in Diffusion Language Models
Jiacheng Ye
Shansan Gong
Liheng Chen
Lin Zheng
Jiahui Gao
...
Chuan Wu
Xin Jiang
Zhenguo Li
Wei Bi
Lingpeng Kong
DiffM
LRM
AI4CE
290
23
0
12 Feb 2024
Transfer Learning for Text Diffusion Models
Kehang Han
Kathleen Kenealy
Aditya Barua
Noah Fiedel
Noah Constant
VLM
AI4CE
194
5
0
30 Jan 2024
Image Synthesis with Graph Conditioning: CLIP-Guided Diffusion Models for Scene Graphs
Rameshwar Mishra
A. V. Subramanyam
DiffM
180
3
0
25 Jan 2024
Joint Generative Modeling of Grounded Scene Graphs and Images via Diffusion Models
Bicheng Xu
Qi Yan
Renjie Liao
Lele Wang
Leonid Sigal
DiffM
381
3
0
02 Jan 2024
Adversarial Denoising Diffusion Model for Unsupervised Anomaly Detection
Jongmin Yu
Hyeontaek Oh
Jinhong Yang
DiffM
MedIm
125
4
0
07 Dec 2023
A Wireless AI-Generated Content (AIGC) Provisioning Framework Empowered by Semantic Communication
IEEE Transactions on Mobile Computing (IEEE TMC), 2023
Runze Cheng
Yao Sun
Dusit Niyato
Lan Zhang
Lei Zhang
Muhammad Ali Imran
195
30
0
26 Oct 2023
CodeFusion: A Pre-trained Diffusion Model for Code Generation
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Mukul Singh
J. Cambronero
Sumit Gulwani
Vu Le
Carina Negreanu
Gust Verbruggen
253
47
0
26 Oct 2023
DeTiME: Diffusion-Enhanced Topic Modeling using Encoder-decoder based LLM
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Weijie Xu
Wenxiang Hu
Fanyou Wu
Srinivasan H. Sengamedu
DiffM
254
32
0
23 Oct 2023
DiffuSeq-v2: Bridging Discrete and Continuous Text Spaces for Accelerated Seq2Seq Diffusion Models
Conference on Empirical Methods in Natural Language Processing (EMNLP), 2023
Shansan Gong
Mukai Li
Jiangtao Feng
Zhiyong Wu
Lingpeng Kong
307
37
0
09 Oct 2023
Aligning Text-to-Image Diffusion Models with Reward Backpropagation
Mihir Prabhudesai
Anirudh Goyal
Deepak Pathak
Katerina Fragkiadaki
468
202
0
05 Oct 2023
AI-Generated Content (AIGC) for Various Data Modalities: A Survey
ACM Computing Surveys (ACM Comput. Surv.), 2023
Lin Geng Foo
Hossein Rahmani
Jing Liu
708
45
0
27 Aug 2023
Instruction Position Matters in Sequence Generation with Large Language Models
Annual Meeting of the Association for Computational Linguistics (ACL), 2023
Yanjun Liu
Xianfeng Zeng
Fandong Meng
Jie Zhou
LRM
257
10
0
23 Aug 2023
1
2
Next