Research Experiences

  • Tsinghua University
    Research Assistant to Professor Mingsheng Long
    June 2018 – June 2021
    Transfer Learning under Weak Supervision

    • ECCV Visual Domain Adaptation Challenge – 3rd

    • Improve the algorithm in VisDA to solve open-set domain adaptation (Paper accepted by CVPR)

    • Solve unsupervised domain adaptation with adversarial training (Paper accepted by ICML)

  • Stanford University (Remote)
    Research Assistant to Professor Tengyu Ma
    May 2020 – Present
    Transfer Learning Theories and algorithms

    • Improve fine-tuning and joint training with a meta representation learning method

    • Show that the proposed method provably works on a quadratic neural network

    • Manuscript submitted to ICL