Ruoyi Du

50 papers A* 8A 1B 1C 3Journal 33Unranked 4
YearRankTypeTitle / Venue / Authors
2026 J jnl
FCNet: Extracting undistorted images for fine-grained image classification.
Neurocomputing
Junhan Chen, Dongliang Chang, Yujun Tong, Ruoyi Du, Yingqing Wang, Zhanyu Ma, Yi-Zhe Song
2026 J jnl
Recolour What Matters: Region-Aware Colour Editing via Token-Level Diffusion.
CoRR
Yuqi Yang, Dongliang Chang, Yijia Ling, Ruoyi Du, Zhanyu Ma
2025 J jnl
Adaptive Multi-Resolution Feature Fusion for Fine-Grained Visual Classification.
IEEE Trans. Circuits Syst. Video Technol.
Yuqi Yang, Dongliang Chang, Ruoyi Du, Yi-Zhe Song, Zhanyu Ma
2025 J jnl
Class-Customized Domain Adaptation: Unlock Each Customer-Specific Class With Single Annotation.
IEEE Trans. Image Process.
Kaixin Chen, Huiying Chang, Mengqiu Xu, Ruoyi Du, Ming Wu, Zhanyu Ma, Chuang Zhang
2025 J jnl
Decoupled DMD: CFG Augmentation as the Spear, Distribution Matching as the Shield.
CoRR
Dongyang Liu, Peng Gao, David Liu, Ruoyi Du, Zhen Li, Qilong Wu, Xin Jin, Sihan Cao, Shifeng Zhang, Hongsheng Li, Steven Hoi
2025 J jnl
Disentangling Before Composing: Learning Invariant Disentangled Features for Compositional Zero-Shot Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Tian Zhang, Kongming Liang, Ruoyi Du, Wei Chen, Zhanyu Ma
2025 J jnl
IMAGINE-E: Image Generation Intelligence Evaluation of State-of-the-art Text-to-Image Models.
CoRR
Jiayi Lei, Renrui Zhang, Xiangfei Hu, Weifeng Lin, Zhen Li, Wenjian Sun, Ruoyi Du, Le Zhuo, Zhongyu Li, Xinyue Li, Shitian Zhao, Ziyu Guo, Yiting Lu, Peng Gao, Hongsheng Li
2025 J jnl
Lumina-Image 2.0: A Unified and Efficient Image Generative Framework.
CoRR
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, Yu Qiao, Chang Xu, Peng Gao
2025 A* conf
Lumina-T2X: Scalable Flow-based Large Diffusion Transformer for Flexible Resolution Generation.
ICLR
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
2025 J jnl
OneVAE: Joint Discrete and Continuous Optimization Helps Discrete Video VAE Train Better.
CoRR
Yupeng Zhou, Zhen Li, Ziheng Ouyang, Yuming Chen, Ruoyi Du, Daquan Zhou, Bin Fu, Yihao Liu, Peng Gao, Ming-Ming Cheng, Qibin Hou
2025 J jnl
Understanding Episode Hardness in Few-Shot Learning.
IEEE Trans. Pattern Anal. Mach. Intell.
Yurong Guo, Ruoyi Du, Aneeshan Sain, Kongming Liang, Yuan Dong, Yi-Zhe Song, Zhanyu Ma
2025 J jnl
VisualCloze: A Universal Image Generation Framework via Visual In-Context Learning.
CoRR
Zhong-Yu Li, Ruoyi Du, Juncheng Yan, Le Zhuo, Zhen Li, Peng Gao, Zhanyu Ma, Ming-Ming Cheng
2025 J jnl
Z-Image: An Efficient Image Generation Foundation Model with Single-Stream Diffusion Transformer.
CoRR
Z-Image Team, Huanqia Cai, Sihan Cao, Ruoyi Du, Peng Gao, Steven Hoi, Zhaohui Hou, Shijie Huang, Dengyang Jiang, Xin Jin, Liangchen Li, Zhen Li, Zhong-Yu Li, David Liu, Dongyang Liu, Junhan Shi, Qilong Wu, Feng Yu, Chi Zhang, Shifeng Zhang, Shilin Zhou
2024 A* conf
DemoFusion: Democratising High-Resolution Image Generation With No $$$.
CVPR
Ruoyi Du, Dongliang Chang, Timothy M. Hospedales, Yi-Zhe Song, Zhanyu Ma
2024 J jnl
Generating Accurate and Diverse Audio Captions Through Variational Autoencoder Framework.
IEEE Signal Process. Lett.
Yiming Zhang, Ruoyi Du, Zheng-Hua Tan, Wenwu Wang, Zhanyu Ma
2024 J jnl
I-Max: Maximize the Resolution Potential of Pre-trained Rectified Flow Transformers with Projected Flow.
CoRR
Ruoyi Du, Dongyang Liu, Le Zhuo, Qin Qi, Hongsheng Li, Zhanyu Ma, Peng Gao
2024 A* conf
Lumina-Next : Making Lumina-T2X Stronger and Faster with Next-DiT.
NeurIPS
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
2024 J jnl
Lumina-Next: Making Lumina-T2X Stronger and Faster with Next-DiT.
CoRR
Le Zhuo, Ruoyi Du, Han Xiao, Yangguang Li, Dongyang Liu, Rongjie Huang, Wenze Liu, Lirui Zhao, Fu-Yun Wang, Zhanyu Ma, Xu Luo, Zehan Wang, Kaipeng Zhang, Xiangyang Zhu, Si Liu, Xiangyu Yue, Dingning Liu, Wanli Ouyang, Ziwei Liu, Yu Qiao, Hongsheng Li, Peng Gao
2024 J jnl
Lumina-T2X: Transforming Text into Any Modality, Resolution, and Duration via Flow-based Large Diffusion Transformers.
CoRR
Peng Gao, Le Zhuo, Dongyang Liu, Ruoyi Du, Xu Luo, Longtian Qiu, Yuhang Zhang, Chen Lin, Rongjie Huang, Shijie Geng, Renrui Zhang, Junlin Xi, Wenqi Shao, Zhengkai Jiang, Tianshuo Yang, Weicai Ye, He Tong, Jingwen He, Yu Qiao, Hongsheng Li
2024 J jnl
Semi-Supervised Learning for FGVC With Out-of-Category Data.
IEEE Trans. Pattern Anal. Mach. Intell.
Ruoyi Du, Dongliang Chang, Zhanyu Ma, Kongming Liang, Yi-Zhe Song, Jun Guo
2024 J jnl
Zero-Shot Audio Captioning Using Soft and Hard Prompts.
CoRR
Yiming Zhang, Xuenan Xu, Ruoyi Du, Haohe Liu, Yuan Dong, Zheng-Hua Tan, Wenwu Wang, Zhanyu Ma
2023 J jnl
ACTUAL: Audio Captioning With Caption Feature Space Regularization.
IEEE ACM Trans. Audio Speech Lang. Process.
Yiming Zhang, Hong Yu, Ruoyi Du, Zheng-Hua Tan, Wenwu Wang, Zhanyu Ma, Yuan Dong
2023 A* conf
An Erudite Fine-Grained Visual Classification Model.
CVPR
Dongliang Chang, Yujun Tong, Ruoyi Du, Timothy M. Hospedales, Yi-Zhe Song, Zhanyu Ma
2023 J jnl
DemoFusion: Democratising High-Resolution Image Generation With No $$$.
CoRR
Ruoyi Du, Dongliang Chang, Timothy M. Hospedales, Yi-Zhe Song, Zhanyu Ma
2023 — conf
Image Generation Based Intra-class Variance Smoothing for Fine-Grained Visual Classification.
PRCV (6)
Zihan Yan, Ruoyi Du, Kongming Liang, Tao Wei, Wei Chen, Zhanyu Ma
2023 J jnl
Making a Bird AI Expert Work for You and Me.
IEEE Trans. Pattern Anal. Mach. Intell.
Dongliang Chang, Kaiyue Pang, Ruoyi Du, Yujun Tong, Yi-Zhe Song, Zhanyu Ma, Jun Guo
2023 A* conf
Multi-View Active Fine-Grained Visual Recognition.
ICCV
Ruoyi Du, Wenqing Yu, Heqing Wang, Ting-En Lin, Dongliang Chang, Zhanyu Ma
2023 A* conf
On-the-Fly Category Discovery.
CVPR
Ruoyi Du, Dongliang Chang, Kongming Liang, Timothy M. Hospedales, Yi-Zhe Song, Zhanyu Ma
2023 — conf
Plugging Stylized Controls in Open-Stylized Image Captioning.
PRCV (1)
Jie Wang, Yixiao Zheng, Ruoyi Du, Yiming Zhang, Kongming Liang, Zhanyu Ma
2023 B conf
Self-Enhanced Training Framework for Referring Expression Grounding.
ICIP
Yitao Chen, Ruoyi Du, Kongming Liang, Zhanyu Ma
2023 A* conf
Task-aware Adaptive Learning for Cross-domain Few-shot Learning.
ICCV
Yurong Guo, Ruoyi Du, Yuan Dong, Timothy M. Hospedales, Yi-Zhe Song, Zhanyu Ma
2022 J jnl
Caption Feature Space Regularization for Audio Captioning.
CoRR
Yiming Zhang, Hong Yu, Ruoyi Du, Zhanyu Ma, Yuan Dong
2022 C conf
Complex Scenario-Oriented Fine-Grained Visual Classification Platform.
MMSP
Dongliang Chang, Junhan Chen, Xinran Wang, Ruoyi Du, Wenqing Yu, Yufan Liu, Yujun Tong, Kongming Liang, Yi-Zhe Song, Zhanyu Ma
2022 C conf
Cross-Layer Feature based Multi-Granularity Visual Classification.
VCIP
Junhan Chen, Dongliang Chang, Jiyang Xie, Ruoyi Du, Zhanyu Ma
2022 J jnl
Domain Generalization via Frequency-based Feature Disentanglement and Interaction.
CoRR
Jingye Wang, Ruoyi Du, Dongliang Chang, Zhanyu Ma
2022 A* conf
Domain Generalization via Frequency-domain-based Feature Disentanglement and Interaction.
ACM Multimedia
Jingye Wang, Ruoyi Du, Dongliang Chang, Kongming Liang, Zhanyu Ma
2022 J jnl
Learning Calibrated Class Centers for Few-Shot Classification by Pair-Wise Similarity.
IEEE Trans. Image Process.
Yurong Guo, Ruoyi Du, Xiaoxu Li, Jiyang Xie, Zhanyu Ma, Yuan Dong
2022 — conf
Learning Invariant Visual Representations for Compositional Zero-Shot Learning.
ECCV (24)
Tian Zhang, Kongming Liang, Ruoyi Du, Xian Sun, Zhanyu Ma, Jun Guo
2022 J jnl
Learning Invariant Visual Representations for Compositional Zero-Shot Learning.
CoRR
Tian Zhang, Kongming Liang, Ruoyi Du, Xian Sun, Zhanyu Ma, Jun Guo
2022 J jnl
Multi-View Active Fine-Grained Recognition.
CoRR
Ruoyi Du, Wenqing Yu, Heqing Wang, Dongliang Chang, Ting-En Lin, Yongbin Li, Zhanyu Ma
2022 C conf
Multi-modal Human-machine Conversation System for Real Physical World.
MMSP
Yitao Chen, Shibo Nie, Mandan Guan, Jie Wang, Ruoyi Du, Dongliang Chang, Kongming Liang, Zhanyu Ma
2022 J jnl
Progressive Learning of Category-Consistent Multi-Granularity Features for Fine-Grained Visual Classification.
IEEE Trans. Pattern Anal. Mach. Intell.
Ruoyi Du, Jiyang Xie, Zhanyu Ma, Dongliang Chang, Yi-Zhe Song, Jun Guo
2021 J jnl
Clue Me In: Semi-Supervised FGVC with Out-of-Distribution Data.
CoRR
Ruoyi Du, Dongliang Chang, Zhanyu Ma, Yi-Zhe Song, Jun Guo
2021 J jnl
Deep Learning-Based Computer Vision for Surveillance in ITS: Evaluation of State-of-the-Art Methods.
IEEE Trans. Veh. Technol.
Jiyang Xie, Yixiao Zheng, Ruoyi Du, Weiyu Xiong, Yufei Cao, Zhanyu Ma, Dongpu Cao, Jun Guo
2021 J jnl
Fine-Grained Visual Classification via Simultaneously Learning of Multi-regional Multi-grained Features.
CoRR
Dongliang Chang, Yixiao Zheng, Zhanyu Ma, Ruoyi Du, Kongming Liang
2021 A conf
Knowledge Transfer Based Fine-Grained Visual Classification.
ICME
Siqing Zhang, Ruoyi Du, Dongliang Chang, Zhanyu Ma, Jun Guo
2021 J jnl
Making a Bird AI Expert Work for You and Me.
CoRR
Dongliang Chang, Kaiyue Pang, Ruoyi Du, Zhanyu Ma, Yi-Zhe Song, Jun Guo
2020 J jnl
Fine-Grained Visual Classification via Progressive Multi-Granularity Training of Jigsaw Patches.
CoRR
Ruoyi Du, Dongliang Chang, Ayan Kumar Bhunia, Jiyang Xie, Yi-Zhe Song, Zhanyu Ma, Jun Guo
2020 — conf
Fine-Grained Visual Classification via Progressive Multi-granularity Training of Jigsaw Patches.
ECCV (20)
Ruoyi Du, Dongliang Chang, Ayan Kumar Bhunia, Jiyang Xie, Zhanyu Ma, Yi-Zhe Song, Jun Guo
2020 J jnl
Knowledge Transfer Based Fine-grained Visual Classification.
CoRR
Siqing Zhang, Ruoyi Du, Dongliang Chang, Zhanyu Ma, Jun Guo