Xiefan Guo

Ph.D. Student
Beihang University (Beijing University of Aeronautics and Astronautics, BUAA)
Email: guoxiefan@gmail.com

I am a Ph.D. student at the School of Computer Science and Engineering, Beihang University (BUAA), supervised by Prof. Di Huang. Before that, Before that I received my master degree from the School of Computer Science and Engineering, Beihang University (BUAA), China, in Jan. 2023 and B.E degree from the College of Inteligence and Computing, Tianjin University (TJU), China, in Jul. 2020. I interned at Alibaba DAMO Academy.

My research interests focus on Generative AI (GenAI), Generative Adversarial Networks and Diffusion models.

News

Feb. 2024 Two papers on diffusion model (InitNO) and scene graph (DRM) are accepted by CVPR 2024.
Mar. 2022 One paper on photo retouching (ABPN) is accepted by CVPR 2022.
Sep. 2021 I obtain China National Scholarship.
Jul. 2021 One paper on image inpainting (CTSDG) is accepted by ICCV 2021.

Publications

  1. arXiv
    DreaMoving: A Human Video Generation Framework based on Diffusion Models
    Mengyang Feng, Jinlin Liu, Kai Yu, Yuan Yao, Zheng Hui, Xiefan Guo, Xianhui Lin, Haolan Xue, Chen Shi, Xiaowen Li, Aojie Li, Xiaoyang Kang, Biwen Lei, Miaomiao Cui, Peiran Ren, Xuansong Xie
    In arXiv:2312.05107, Technical Report, 2023
    PDF Code Website
  2. CVPR
    InitNO: Boosting Text-to-Image Diffusion Models via Initial Noise Optimization
    Xiefan Guo, Jinlin Liu, Miaomiao Cui, Jiankai Li, Hongyu Yang, Di Huang
    In The 42th IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024
    PDF Code
  3. CVPR
    Leveraging Predicate and Triplet Learning for Scene Graph Generation
    Jiankai Li, Yunhong Wang, Xiefan Guo, Ruijie Yang, Weixin Li
    In The 42th IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024
    PDF Code
  4. CVPR
    ABPN: Adaptive Blend Pyramid Network for Real-Time Local Retouching of Ultra High-Resolution Photo
    Biwen Lei, Xiefan Guo, Hongyu Yang, Miaomiao Cui, Xuansong Xie, Di Huang
    In The 40th IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2022
    PDF Code Dataset
  5. ICCV
    Image Inpainting via Conditional Texture and Structure Dual Generation
    Xiefan Guo, Hongyu Yang, Di Huang
    In The 18th IEEE International Conference on Computer Vision (ICCV), 2021
    PDF Code Slide Poster