Ruoyu Liu

Ph.D. student

Education

DSc in Single Processing

Beijing Jiaotong University
2012 - now

BSc in Soft Engineer

Beijing Jiaotong University
2008 - 2012

Languages

  • Chinese (Native)
  • English (Proficient)

Research Interests

  • Multimedia Retrieval
  • Computer Vision
  • Deep Learning

Introduction

I am currently a PhD student in the Multimedia Information Computing Group (MIC) of Center of Digital Media Information Processing (MePro) at the School of Computer Science and Information Technology, Beijing Jiaotong University, directed by Yao Zhao and Shikui Wei. I used to be a visting student in the Center of Quantum Computation & Intelligent Systems, University of Technology Syndey, under the supervision of Yi Yang and Liang Zheng from Oct. 2016 to Oct. 2017. My research interests include multimedia retrieval, computer vision and deep learning. I will graduate in 2019, and now I'm looking for a job in computer vision.

News

  • Modality Invariant Image-Text Embedding for Image-Sentence Matching, ToMM, Accepted.

  • Enhance Neighbor Reversibility in Subspace Learning for Image Retrieval, J-STSP, Accepted.

    • Publications

    ArXiv

    A New Evaluation Protocol and Benchmarking Results for Extendable Cross-media Retrieval
    Ruoyu Liu, Yao Zhao, Liang Zheng, Shikui Wei and Yi Yang
    arXiv:1703.03567
    [ArXiv] [Code]

    2018

    Multi-View Cross-media Hashing with Semantic Consistency
    Ruoyu Liu, Shikui Wei, Yao Zhao, Zhenfeng Zhu, Jingdong Wang
    IEEE Multimedia, 2018

    Indexing of the CNN Features for the Large Scale Image Search
    Ruoyu Liu, Shikui Wei, Yao Zhao, Yi Yang
    Multimedia Tools and Applications, 2018
    [ArXiv]

    2017

    Finding the Secret of CNN Parameter Layout under Strict Size Constraint
    Lixin Liao, Yao Zhao, Shikui Wei, Jingdong Wang, Ruoyu Liu
    ACM Conference on Multimedia (ACM MM), 2017
    [PDF]

    2016

    Creating Video Summarization from Emotion Perspective
    Yijie Lan, Shikui Wei, Ruoyu Liu, Yao Zhao
    IEEE International Conference on Signal Processing (ICSP), 2016

    2015

    Cross-media Hashing with Centroid Approaching
    Ruoyu Liu, Yao Zhao, Shikui Wei and Zhenfeng Zhu
    IEEE International Conference on Multimedia and Expo (ICME), 2015
    [PDF]

    Photo Linker: A System for Finding Your Old Photos based on Fragmentary Memories
    Shikui Wei, Fan Yang, Tao Ruan, Ruoyu Liu, Zhenfeng Zhu, Yao Zhao
    International Conference on Internet Multimedia Computing and Service, 2015
    [PDF]