Chunyuan Li

I am a senior researcher at Microsoft Research, Redmond. My recent research focuses on large-scale pre-training in computer vision and natural language processing. Some recent works include:

  • Vision-and-language pre-training [1, 2]
  • Self-supervised visual reprensetation learning [1]
  • Deep generative models at scale [1, 2, 3]

I completed my PhD in machine learning at Duke University, advised by Prof. Lawrence Carin. My PhD research studied probabilistic deep learning. [CV/Resume]

news

Sep 28, 2021 Our Focal Transformer is accepted to NeurIPS 2021 as Spotlight! :sparkles: :smile:
Jun 17, 2021 We are releasing EsViT, a much more efficient self-supervised visual learning pipeline reaching new SoTA on ImageNet-1k linear probe!

recent publications

  1. Focal Transformer
    Focal self-attention for local-global interactions in vision transformers
    Yang, Jianwei, Li, Chunyuan, Zhang, Pengchuan, Dai, Xiyang, Xiao, Bin, Yuan, Lu, and Gao, Jianfeng
    NeurIPS 2021
  2. EsViT
    Efficient Self-supervised Vision Transformers for Representation Learning
    Li, Chunyuan, Yang, Jianwei, Zhang, Pengchuan, Gao, Mei, Xiao, Bin, Dai, Xiyang, Yuan, Lu, and Gao, Jianfeng
    arXiv preprint arXiv:2106.09785 2021