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David Junhao Zhang

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


Hello 👋!

I am Junhao Zhang, a third 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 diffusion model and personalized video generation, past synthetic data pretraining, network architecture and 3D point cloud processing.

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Selected Publications [Google Scholar]

  1. arXiv
    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
    arXiv, 2023.
    Project Page arXiv Code GitHub stars

  2. arXiv
    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
    arXiv, 2023.
    Project Page arXiv Code GitHub stars

  3. arxiv
    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
    arxiv, 2023.
    Project Page arXiv Code GitHub stars

  4. 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

  5. arxiv
    Free-ATM: Exploring Unsupervised Learning on Diffusion-Generated Images with Free Attention Masks
    David Junhao Zhang, Mutian Xu, Chuhui Xue, Wenqing Zhang, Xiaoguang Han, Song Bai, Mike Zheng Shou
    arxiv, 2023.
    arXiv

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

  7. 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

  8. 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)
    Conference on Computer Vision and Pattern Recognition (CVPR), 2022.
    arXiv

  9. 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), 20231
    arXiv

  10. 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

  11. 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