Ruoyi Du

Researcher, Alibaba Group

Joined

February 2020

Names

Ruoyi Du (Preferred)

Emails

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

Personal Links

Career & Education History

Researcher

Alibaba Group (alibaba-inc.com)

2025 – Present

PhD student

Beijing University of Posts and Telecommunications (bupt.edu.cn)

2021 – 2025

MS student

Beijing University of Posts and Telecommunications (bupt.edu.cn)

2020 – 2021

Undergrad student

Beijing University of Posts and Telecommunications (bupt.edu.cn)

2016 – 2020

Advisors, Relations & Conflicts

PhD Advisor

Zhanyu Ma

2020 – Present

PhD Advisor

Yi-Zhe Song

2020 – Present

Expertise

deep learning

2018 – Present

computer vision

2018 – 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
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
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
Lumina-Next : Making Lumina-T2X Stronger and Faster with Next-DiT
Le Zhuo, Ruoyi Du, Han Xiao, Yangguang Li, Dongyang Liu, Rongjie Huang, Wenze Liu, Xiangyang Zhu, Fu-Yun Wang, Zhanyu Ma, Xu Luo, Zehan Wang, Kaipeng Zhang, Lirui Zhao, Si Liu, Xiangyu Yue, Wanli Ouyang, Yu Qiao, Hongsheng Li, Peng Gao
- NeurIPS 2024 poster
- Readers: Everyone
Learning Invariant Visual Representations for Compositional Zero-Shot Learning
Tian Zhang, Kongming Liang, Ruoyi Du, Xian Sun, Zhanyu Ma, Jun Guo
- 2022 (modified: 03 Nov 2022)
- CoRR 2022
- Readers: Everyone
Learning Calibrated Class Centers for Few-Shot Classification by Pair-Wise Similarity
Yurong Guo, Ruoyi Du, Xiaoxu Li, Jiyang Xie, Zhanyu Ma, Yuan Dong
- 2022 (modified: 03 Nov 2022)
- IEEE Trans. Image Process. 2022
- Readers: Everyone
Domain Generalization via Frequency-domain-based Feature Disentanglement and Interaction
Jingye Wang, Ruoyi Du, Dongliang Chang, Kongming Liang, Zhanyu Ma
- 2022 (modified: 03 Nov 2022)
- ACM Multimedia 2022
- Readers: Everyone
Multi-View Active Fine-Grained Recognition
Ruoyi Du, Wenqing Yu, Heqing Wang, Dongliang Chang, Ting-En Lin, Yongbin Li, Zhanyu Ma
- 2022 (modified: 03 Nov 2022)
- CoRR 2022
- Readers: Everyone
Clue Me In: Semi-Supervised FGVC with Out-of-Distribution Data
Ruoyi Du, Dongliang Chang, Zhanyu Ma, Yi-Zhe Song, Jun Guo
- 2021 (modified: 03 Nov 2022)
- CoRR 2021
- Readers: Everyone
Knowledge Transfer Based Fine-Grained Visual Classification
Siqing Zhang, Ruoyi Du, Dongliang Chang, Zhanyu Ma, Jun Guo
- 2021 (modified: 03 Nov 2022)
- ICME 2021
- Readers: Everyone

View all 12 publications

Co-Authors

View all 57 co-authors