I am a Ph.D. student at Johns Hopkins University, where my advisor is Bloomberg Distinguished Professor Alan Yuille, and recently I also work with Prof. Jason Eisner. Before that, I received my M.S. at University of California, Los Angeles and B.E. at Tsinghua University. I have also spent time at Adobe Research, Toyota Technological Institute at Chicago, University of Toronto, and Rice University.

My research lies in computer vision and natural language processing, especially their intersection. Here is my CV and Google Scholar.

News

  • 3 papers accepted to appear at ICCV 2017

  • 1 paper accepted to appear at AAAI 2017

  • Internship at Adobe Research, advised by Zhe Lin, Xiaohui Shen, Jimei Yang, Xin Lu

Publications

  • Adversarial Attacks Beyond the Image Space
    Xiaohui Zeng, Chenxi Liu, Yu-Siang Wang, Weichao Qiu, Lingxi Xie, Yu-Wing Tai, Chi Keung Tang, Alan Yuille
    arXiv preprint, 2017
    [arXiv]

  • Recurrent Multimodal Interaction for Referring Image Segmentation
    Chenxi Liu, Zhe Lin, Xiaohui Shen, Jimei Yang, Xin Lu, Alan Yuille
    In International Conference on Computer Vision (ICCV), 2017
    [arXiv] [Paper] [Suppl] [Code]

  • SORT: Second-Order Response Transform for Visual Recognition
    Yan Wang, Lingxi Xie, Chenxi Liu, Siyuan Qiao, Ya Zhang, Wenjun Zhang, Qi Tian, Alan Yuille
    In International Conference on Computer Vision (ICCV), 2017
    [arXiv]

  • ScaleNet: Guiding Object Proposal Generation in Supermarkets and Beyond
    Siyuan Qiao, Wei Shen, Weichao Qiu, Chenxi Liu, Alan Yuille
    In International Conference on Computer Vision (ICCV), 2017
    [arXiv]

  • Few-Shot Image Recognition by Predicting Parameters from Activations
    Siyuan Qiao, Chenxi Liu, Wei Shen, Alan Yuille
    arXiv preprint, 2017
    [arXiv]

  • Attention Correctness in Neural Image Captioning
    Chenxi Liu, Junhua Mao, Fei Sha, Alan Yuille
    In AAAI Conference on Artificial Intelligence (AAAI), 2017
    [arXiv] [Paper] [Suppl] [Code]

  • Rent3D: Floor-Plan Priors for Monocular Layout Estimation
    Chenxi Liu*, Alexander Schwing*, Kaustav Kundu, Raquel Urtasun, Sanja Fidler
    In Conference on Computer Vision and Pattern Recognition (CVPR), 2015 Oral
    [Project] [Paper] [Suppl] [Slide] [Video] [Two Minute Papers]