Publications

Publications by categories in reversed chronological order.

2024

  1. SVDQuant: Absorbing Outliers by Low-Rank Components for 4-Bit Diffusion Models
    Muyang Li*Yujun Lin*Zhekai Zhang*Tianle Cai, and 6 more authors
    In ArXiv 2024
  2. Sana: Efficient High-Resolution Image Synthesis with Linear Diffusion Transformer
    Enze Xie*Junsong Chen*Junyu ChenHan Cai, and 7 more authors
    In ArXiv 2024
  3. Deep Compression Autoencoder for Efficient High-Resolution Diffusion Models
    Junyu Chen*Han Cai*Junsong ChenEnze Xie, and 5 more authors
    In ArXiv 2024
  4. Condition-Aware Neural Network for Controlled Image Generation
    Han CaiMuyang LiZhuoyang ZhangQinsheng Zhang, and 2 more authors
    In CVPR 2024
  5. DistriFusion: Distributed Parallel Inference for High-Resolution Diffusion Models
    Muyang Li*Tianle Cai*Jiaxin CaoQinsheng Zhang, and 6 more authors
    In CVPR 2024 Highlight

2022

  1. Efficient Spatially Sparse Inference for Conditional GANs and Diffusion Models
    Muyang LiJi LinChenlin MengStefano Ermon, and 2 more authors
    In T-PAMI & NeurIPS 2022
  2. Lite Pose: Efficient Architecture Design for 2d Human Pose Estimation
    Yihan WangMuyang LiHan CaiWei-Ming Chen, and 1 more author
    In CVPR 2022

2020

  1. GAN Compression: Efficient Architectures for Interactive Conditional GANs
    Muyang LiJi LinYaoyao DingZhijian Liu, and 2 more authors
    In T-PAMI & CVPR 2020