Dongyang Liu

PhD student, MMLab, The Chinese University of Hong Kong

Joined

May 2021

Names

Dongyang Liu (Preferred)

Chris Liu

Emails

****@gmail.com (Confirmed)

****@qq.com (Confirmed)

****@outlook.com (Confirmed)

Personal Links

Homepage

Google Scholar

Career & Education History

PhD student

MMLab, The Chinese University of Hong Kong (link.cuhk.edu.hk)

2024 – Present

MS student

VIPL Group, Institute of Computing Technology , Chinese Academy of Sciences (ict.ac.cn)

2021 – 2024

Undergrad student

School of Software Engineering, Tongji University (tongji.edu.cn)

2017 – 2021

Advisors, Relations & Conflicts

PhD Advisor

Hongsheng Li

2024 – Present

Coauthor

Peng Gao

2023 – Present

Expertise

Visual Generation

2024 – Present

Large Language Model

2023 – Present

Publications

Decoupled DMD: CFG Augmentation as the Spear, Distribution Matching as the Shield
Dongyang Liu, Peng Gao, David Liu, Ruoyi Du, Zhen Li, Qilong Wu, Xin Jin, Sihan Cao, Shifeng Zhang, Steven HOI, Hongsheng Li
- ICLR 2026 Poster
- Readers: Everyone
OmniCaptioner: One Captioner to Rule Them All
Yiting Lu, Jiakang Yuan, Zhen Li, Shitian Zhao, Qi Qin, Xinyue Li, Le Zhuo, Licheng Wen, Dongyang Liu, Yuewen Cao, Xiangchao Yan, Xin Li, Tianshuo Peng, Shufei Zhang, Botian Shi, Tao Chen, Zhibo Chen, LEI BAI, Peng Gao, Bo Zhang
- OpenReview Archive Direct Upload
- Readers: Everyone
Lumina-Image 2.0: A Unified and Efficient Image Generative Framework
Qi Qin, Le Zhuo, Yi Xin, Ruoyi Du, Zhen Li, Bin Fu, Yiting Lu, Jiakang Yuan, Xinyue Li, Dongyang Liu, Xiangyang Zhu, Manyuan Zhang, Will Beddow, Erwann Millon, Victor Perez, Wenhai Wang, Conghui He, Bo Zhang, Xiaohong Liu, Hongsheng Li et al. (3 additional authors not shown)
- CoRR 2025
- Readers: Everyone
LeX-Art: Rethinking Text Generation via Scalable High-Quality Data Synthesis
Shitian Zhao, Qilong Wu, Xinyue Li, Bo Zhang, Ming Li, Qi Qin, Dongyang Liu, Kai Zhang, Hongsheng Li, Yu Qiao, Peng Gao, Bin Fu, Zhen Li
- CoRR 2025
- Readers: Everyone
Lumina-Video: Efficient and Flexible Video Generation with Multi-scale Next-DiT
Dongyang Liu, Shicheng Li, Yutong Liu, Zhen Li, Kai Wang, Xinyue Li, Qi Qin, Yufei Liu, Yi Xin, Zhongyu Li, Bin Fu, Chenyang Si, Yuewen Cao, Conghui He, Ziwei Liu, Yu Qiao, Qibin Hou, Hongsheng Li, Peng Gao
- CoRR 2025
- Readers: Everyone
Lumina-T2X: Scalable Flow-based Large Diffusion Transformer for Flexible Resolution Generation
Peng Gao, Le Zhuo, Dongyang Liu, Ruoyi Du, Xu Luo, Longtian Qiu, Yuhang Zhang, Rongjie Huang, Shijie Geng, Renrui Zhang, Junlin Xie, Wenqi Shao, Zhengkai Jiang, Tianshuo Yang, Weicai Ye, Tong He, Jingwen He, Junjun He, Yu Qiao, Hongsheng Li
- ICLR 2025
- Readers: Everyone
VEnhancer: Generative Space-Time Enhancement for Video Generation
Jingwen He, Tianfan Xue, Dongyang Liu, Xinqi Lin, Peng Gao, Dahua Lin, Yu Qiao, Wanli Ouyang, Ziwei Liu
- Submitted to ICLR 2025
- Readers: Everyone
Lumina-T2X: Scalable Flow-based Large Diffusion Transformer for Flexible Resolution Generation
Peng Gao, Le Zhuo, Dongyang Liu, Ruoyi Du, Xu Luo, Longtian Qiu, Yuhang Zhang, Rongjie Huang, Shijie Geng, Renrui Zhang, Junlin Xie, Wenqi Shao, Zhengkai Jiang, Tianshuo Yang, Weicai Ye, Tong He, Jingwen He, Junjun He, Yu Qiao, Hongsheng Li
- ICLR 2025 Spotlight
- Readers: Everyone
Lumina-mGPT: Illuminate Flexible Photorealistic Text-to-Image Generation with Multimodal Generative Pretraining
Dongyang Liu, Shitian Zhao, Le Zhuo, Weifeng Lin, Yu Qiao, Hongsheng Li, Peng Gao
- Submitted to ICLR 2025
- Readers: Everyone
I-Max: Maximize the Resolution Potential of Pre-trained Rectified Flow Transformers with Projected Flow
Ruoyi Du, Dongyang Liu, Le Zhuo, Qin Qi, Hongsheng Li, Zhanyu Ma, Peng Gao
- Submitted to ICLR 2025
- Readers: Everyone

View all 30 publications

Co-Authors

View all 113 co-authors