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David Junhao Zhang

Ph.D. Student
National University of Singapore
junhaozhang98 (at) gmail.com


Hello 👋!

I am Junhao Zhang, a final year Ph.D. student at Show Lab, National University of Singapore, working with Prof. Mike Zheng Shou. I obtained my Bachelor’s Degree of Engineering from Shandong University in June 2020.

My research interests now are video generative model and multimodal LLM , past synthetic data pretraining, network architecture and 3D point cloud processing.

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Selected Publications [Google Scholar]

  1. CVPR
    ReCapture: Generative Video Camera Controls for User-Provided Videos using Masked Video Fine-Tuning
    David Junhao Zhang, Roni Paiss, Shiran Zada, Nikhil Karnad, David E. Jacobs, Yael Pritch, Inbar Mosseri, Mike Zheng Shou, Neal Wadhwa, Nataniel Ruiz
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2025.
    Project Page arXiv

  2. ICLR
    Show-o: One Single Transformer to Unify Multimodal Understanding and Generation
    Jinheng Xie*, Weijia Mao*, Zechen Bai*, David Junhao Zhang*, Weihao Wang, Kevin Qinghong Lin, Yuchao Gu, Zhijie Chen, Zhenheng Yang, Mike Zheng Shou (* equal contribution)
    International Conference on Learning Representations (ICLR), 2025
    Project Page arXiv Code GitHub stars

  3. ICLR
    MixEval-X: Any-to-Any Evaluations from Real-World Data Mixtures
    Rui Zhao, Hangjie Yuan, Yujie Wei, Shiwei Zhang, Yuchao Gu, Lingmin Ran, Xiang Wang, Jay Wu, David Junhao Zhang, Yingya Zhang, Mike Zheng Shou
    International Conference on Learning Representations (ICLR), 2025 (highlight)
    Project Page arXiv Code

  4. NeurIPS
    EvolveDirector: Approaching Advanced Text-to-Image Generation with Large Vision-Language Models
    Rui Zhao, Hangjie Yuan, Yujie Wei, Shiwei Zhang, Yuchao Gu, Lingmin Ran, Xiang Wang, Jay Wu, David Junhao Zhang, Yingya Zhang, Mike Zheng Shou
    Neural Information Processing Systems (NeurIPS), 2024
    Project Page arXiv Code GitHub stars

  5. IJCV
    MoonShot: Towards Controllable Video Generation and Editing with Motion-Aware Multimodal Conditions
    David Junhao Zhang, Dongxu Li, Hung Le, Mike Zheng Shou, Caiming Xiong, Doyen Sahoo
    International Journal of Computer Vision
    Project Page arXiv

  6. CVPR
    VideoSwap: Customized Video Subject Swapping with Interactive Semantic Point Correspondence
    Yuchao Gu, Yipin Zhou, Bichen Wu, Licheng Yu, Jia-Wei Liu, Rui Zhao, Jay Zhangjie Wu, David Junhao Zhang, Mike Zheng Shou, Kevin Tang
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024.
    Project Page arXiv Code GitHub stars

  7. IJCV
    Show-1: Marrying Pixel and Latent Diffusion Models for Text-to-Video Generation
    David Junhao Zhang, Jay Zhangjie Wu, Jia-Wei Liu, Rui Zhao, Lingmin Ran, Yuchao Gu, Difei Gao, Mike Zheng Shou
    International Journal of Computer Vision
    Project Page arXiv Code GitHub stars

  8. ECCV
    MotionDirector: Motion Customization of Text-to-Video Diffusion Models
    Rui Zhao, Yuchao Gu, Jay Zhangjie Wu, David Junhao Zhang, Jiawei Liu, Weijia Wu, Jussi Keppo, Mike Zheng Shou
    European Conference on Computer Vision (ECCV), 2024 (oral presentation)
    Project Page arXiv Code GitHub stars

  9. ECCV
    Free-Atm: Exploring Unsupervised Learning on Diffusion-generated Images with Free Attention Masks
    David Junhao Zhang, Mutian Xu, Jay Zhangjie Wu, Chuhui Xue, Wenqing Zhang, Xiaoguang Han, Song Bai, Mike Zheng Shou
    European Conference on Computer Vision (ECCV), 2024
    arXiv

  10. arxiv
    Dataset Condensation via Generative Model
    David Junhao Zhang, Heng Wang, Chuhui Xue, Rui Yan, Wenqing Zhang, Song Bai, Mike Zheng Shou
    arxiv, 2023.
    arXiv

  11. ICCV
    Label-Efficient Online Continual Object Detection in Streaming Video
    Jay Zhangjie Wu, David Junhao Zhang , Wynne Hsu, Mengmi Zhang, Mike Zheng Shou
    International Conference on Computer Vision (ICCV), 2023.
    arXiv Code

  12. ECCV
    MorphMLP: An Efficient MLP-Like Backbone for Spatial-Temporal Representation Learning
    David Junhao Zhang , Kunchang Li, Yali Wang, Yunpeng Chen, Shashwat Chandra, Yu Qiao, Luoqi Liu, Mike Zheng Shou
    European Conference on Computer Vision (ECCV), 2022.
    arXiv Code

  13. CVPR
    Dual-AI: Dual-path Actor Interaction Learning for Group Activity Recognition
    Mingfei Han*, David Junhao Zhang* , Yali Wang, Ruiyan, Lina Yao, Xiaojun Chang and Yu Qiao (* equal contribution)
    IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022 (oral presentation)
    arXiv

  14. TIP
    Learning Dynamical Human-Joint Affinity for 3D Pose Estimation in Videos
    Junhao Zhang* , Yali Wang, Zhipeng Zhou, Tianyu Luan, Zhe Wang, Yu Qiao
    IEEE Transactions on Image Processing(TIP), 2023
    arXiv

  15. AAAI
    Learning Geometric Disentangled Representation for Complementary Understanding of 3D Object Pointcloud
    Mutian Xu*, Junhao Zhang* , Zhipeng Zhou, Mingye Xu, Xiaojuan Qi and Yu Qiao (* equal contribution)
    The AAAI Conference on Artificial Intelligence (AAAI), 2021.
    arXiv Code

  16. AAAI
    PC-HMR: Pose Calibration for Human Mesh Recovery
    Tianyu Luan*, Yali Wang*, Junhao Zhang* , Zhe Wang, Zhipeng Zhou and Yu Qiao (* equal contribution)
    The AAAI Conference on Artificial Intelligence (AAAI), 2021.
    arXiv

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© David Zhang, 2023