CV

General Information

Full Name Gongfan Fang
Languages Chinese, English

Education

  • 2022 - present
    PhD in Electrical and Computer Engineering
    National University of Singapore, Singapre
  • 2019 - 2022
    M.Eng. in Computer Science
    Zhejiang University, Hangzhou, China
  • 2019 - 2022
    B.S. in Computer Science
    Zhejiang University, Hangzhou, China

Open Source Projects

  • 2019 - now
    Torch-Pruning
    • A general-purpose library for structural network pruning
  • 2019 - now
    Pytorch-MSSSIM
    • Fast and differentiable MS-SSIM and SSIM for pytorch
  • 2019 - 2020
    DeepLabV3Plus-Pytorch
    • Pretrained DeepLabv3 and DeepLabv3+ for Pascal VOC & Cityscapes

Academic Interests

  • Efficient Deep Learning
    • Efficient Backbones
    • Efficient Training and Inference
    • Model Compression (KD, Pruning, Quantization)
  • Generative Models
    • Diffusion
    • GANs