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Yang Zhou

Ph.D. Student
South China University of Technology
matrixgle19@gmail.com


About Me

I am currently a Ph.D. student in Computer Vision Lab at South China University of Technology, supervised by Assoc Prof. Shengfeng He. Prior to this, I got my Bachelor’s degree from School of Computer Science and Engineering at South China University of Technology in 2021.

Research Interests

Computational Photography, Novel View Synthesis, Image Editing

Publications

  1. Arxiv
    MoVerse: Real-Time Video World Modeling with Panoramic Gaussian Scaffold
    Yang Zhou, Ziheng Wang, Yuqin Lu, Haofeng Liu, Jun Liang, Shengfeng He, Jing Li
    Arxiv, 2026.
    Project Page
  2. Arxiv
    MoCam: Unified Novel View Synthesis via Structured Denoising Dynamics
    Haofeng Liu, Yang Zhou, Ziheng Wang, Zhengbo Xu, Zhan Peng, Jie Ma, Jun Liang, Shengfeng He, Jing Li
    European Conference on Computer Vision (ECCV), 2026.
    Project Page
  3. Arxiv
    PanopticQuery: Unified Query-Time Reasoning for 4D Scenes
    Ruilin Tang, Yang Zhou, Zhong Ye, Wenxi Liu, Yan Huang, Shengfeng He
    Arxiv, 2026.
    PDF
  4. Arxiv
    Gimbal360: Differentiable Auto-Leveling for Canonicalized 360° Panoramic Image Completion
    Yuqin Lu, Haofeng Liu, Yang Zhou, Jun Liang, Shengfeng He, Jing Li
    Arxiv, 2026.
    Project Page
  5. IJCV
    Invert Your Prompt: Editing-Aware Diffusion Inversion
    Yangyang Xu, Wenqi Shao, Yong Du, Haiming Zhu, Yang Zhou, Jiayuan Xie, Ping Luo, and Shengfeng He
    International Journal of Computer Vision (IJCV), 2026.
    PDF
  6. ICCV
    Instance-Level Video Depth in Groups Beyond Occlusions
    Yuan Liang, Yang Zhou, Ziming Sun, Tianyi Xiang, Guiqing Li, and Shengfeng He
    IEEE International Conference on Computer Vision (ICCV), 2025.
    PDF
  7. CVMJ
    Anchor-regularized GAN Priors
    Huiting Yang, Yang Zhou, Zhansheng Li, Liangyu Chai, Qiang Wen, Panan Wu, Zixun Sun, and Shengfeng He
    Computational Visual Media (CVMJ), 2023.
    PDF
  8. ICCV
    Diffuse3D: Wide-Angle 3D Photography via Bilateral Diffusion
    Yutao Jiang, Yang Zhou, Yuan Liang, Wenxi Liu, Jianbo Jiao, Yuhui Quan, and Shengfeng He
    IEEE International Conference on Computer Vision (ICCV), 2023.
    PDF
  9. IJCV
    Single-View View Synthesis with Self-Rectified Pseudo-Stereo
    Yang Zhou, Hanjie Wu, Wenxi Liu, Zheng Xiong, Jing Qin, Shengfeng He
    International Journal of Computer Vision (IJCV), 2023.
    PDF
  10. TOG
    Parsing-Conditioned Anime Translation: A New Dataset and Method
    Zhansheng Li, Yangyang Xu, Nanxuan Zhao, Yang Zhou, Yongtuo Liu, Dahua Lin, Shengfeng He
    ACM Transactions on Graphics (TOG), 2023.
    PDF Code Dataset To be presented at SIGGRAPH 2023
  11. TIP
    Pro-PULSE: Learning Progressive Encoders of Latent Semantics in GANs for Photo Upsampling
    Yang Zhou, Yangyang Xu, Yong Du, Qiang Wen, Shengfeng He
    IEEE Transactions on Image Processing (TIP), 2022.
    PDF Code
  12. CVPR
    Faithful extreme rescaling via generative prior reciprocated invertible representations
    Zhixuan Zhong, Liangyu Chai, Yang Zhou, Bailin Deng, Jia Pan, Shengfeng He
    IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022.
    PDF Code Oral Presentation

Services

Reviewer for CVPR, ICCV


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