Lijie Fan (樊立杰)

  • Ph.D. student in Computer Science
  • Massachusetts Institute of Technology
  • Email: lijiefan[at]mit.edu

           

    I am a PhD student at MIT CSAIL. I’m advised by Prof. Dina Katabi. My research interest lies mainly within machine perception and learning from vision and wireless signals. Previously I got my bachelor’s degree from Tsinghua University.

  • Professional Services

  • Conference Reviewer: CVPR, ICCV, ECCV, ICML, NeurIPS, AAAI

  • Publications

    (*: equal contribution)
    Learning Longterm Representations for Person Re-Identification Using Radio Signals
    Lijie Fan*, Tianhong Li*, Rongyao Fang*, Rumen Hristov, Yuan Yuan, Dina Katabi
    CVPR 2020  Project Page/ PDF / Arxiv
    Making the Invisible Visible: Action Recognition Through Walls and Occlusions
    Tianhong Li*, Lijie Fan*, Mingmin Zhao, Yingcheng Liu, Dina Katabi
    ICCV 2019  Project Page/ PDF / Arxiv
    Controllable Image-to-Video Translation: A Case Study on Facial Expression Generation
    Lijie Fan, Wenbing Huang, Chuang Gan, Junzhou Huang, Boqing Gong
    AAAI 2019  Project Page/ PDF / Arxiv
    Oral Presentation
    End-to-End Learning of Motion Representation for Video Understanding
    Lijie Fan*, Wenbing Huang*, Chuang Gan, Stefano Ermon, Boqing Gong, Junzhou Huang
    CVPR 2018  Project Page/ PDF / Arxiv / Code
    Spotlight Presentation
    Towards Efficient Action Recognition: Principal Backpropagation for Training Two-Stream Networks
    Wenbing Huang*, Lijie Fan* ,Mehrtash Harandi, Lin Ma, Huaping Liu, Wei Liu, Chuang Gan IEEE Transactions on Image Processing (T-IP) 2019   PDF

    Adversarial Localization Network
    Lijie Fan, Shengjia Zhao, Stefano Ermon
    NIPS 2017 Workshop on Learning with Limited Labeled Data    PDF

    Efficient Optimization for Linear Dynamical Systems with Applications to Clustering and Sparse Coding
    Wenbing Huang, Mehrtash Harandi, Tong Zhang, Lijie Fan, Fuchun Sun, Junzhou Huang
    NIPS 2017   PDF / Code