Shen Nie

PhD student, Gaoling School of Artificial Intelligence, Renmin University of China

Joined

November 2022

Names

Shen Nie (Preferred)

Emails

****@ruc.edu.cn (Confirmed)

Personal Links

Career & Education History

PhD student

Gaoling School of Artificial Intelligence, Renmin University of China (ruc.edu.cn)

2022 – 2027

Advisors, Relations & Conflicts

PhD Advisor

Chongxuan Li

2022 – 2027

Expertise

Generative model

2022 – Present

Publications

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
- OpenReview Archive Direct Upload
- Readers: Everyone
Your Absorbing Discrete Diffusion Secretly Models the Conditional Distributions of Clean Data
Jingyang Ou, Shen Nie, Kaiwen Xue, Fengqi Zhu, Jiacheng Sun, Zhenguo Li, Chongxuan Li
- OpenReview Archive Direct Upload
- Readers: Everyone
Scaling up Masked Diffusion Models on Text
Shen Nie, Fengqi Zhu, Chao Du, Tianyu Pang, Qian Liu, Guangtao Zeng, Min Lin, Chongxuan Li
- OpenReview Archive Direct Upload
- Readers: Everyone
LLaDA-Rec: Discrete Diffusion for Parallel Semantic ID Generation in Generative Recommendation
Teng Shi, Chenglei Shen, Weijie Yu, Shen Nie, Chongxuan Li, Xiao Zhang, Ming He, Yan Han, Jun Xu
- CoRR 2025
- Readers: Everyone
UltraLLaDA: Scaling the Context Length to 128K for Diffusion Large Language Models
Guangxin He, Shen Nie, Fengqi Zhu, Yuankang Zhao, Tianyi Bai, Ran Yan, Jie Fu, Chongxuan Li, Binhang Yuan
- CoRR 2025
- Readers: Everyone
UltraLLaDA: Scaling the Context Length to 128K for Diffusion Large Language Models
Guangxin He, Shen Nie, Fengqi Zhu, Yuankang Zhao, Tianyi Bai, Ran Yan, Jie Fu, Chongxuan Li, Binhang Yuan
- ICLR 2026 Poster
- Readers: Everyone
LLaDA 1.5: Variance-Reduced Preference Optimization for Large Language Diffusion Models
Fengqi Zhu, Rongzhen Wang, Shen Nie, Xiaolu Zhang, Chunwei Wu, Jun Hu, JUN ZHOU, Jianfei Chen, Yankai Lin, Ji-Rong Wen, Chongxuan Li
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Masked Diffusion Models as Energy Minimization
Sitong Chen, Shen Nie, Jiacheng Sun, Zijin Feng, Zhenguo Li, Ji-Rong Wen, Chongxuan Li
- CoRR 2025
- Readers: Everyone
Masked Diffusion Models as Energy Minimization
Sitong Chen, Shen Nie, Jiacheng Sun, Zijin Feng, Zhenguo Li, Ji-Rong Wen, Chongxuan Li
- NeurIPS 2025 poster
- Readers: Everyone
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
- NeurIPS 2025 oral
- Readers: Everyone

View all 33 publications

Co-Authors

View all 51 co-authors