Yongming Rao



PhD student, Department of Automation, Tsinghua University

Office: Room 624, Main Building

CV / Email / Google Scholar / Github

I am a first year Ph.D student in the Department of Automation at Tsinghua Univeristy, advised by Prof. Jiwen Lu . Before that, I received my B.E. in the Department of Electronic Engineering, Tsinghua University. My research interests lie in computer vision, deep learning, reinforcement learning and their applications

Publications

  • Learning Discriminative Aggregation Network for Video-based Face Recognition and Person Re-identification
    Yongming Rao, Jiwen Lu, Jie Zhou
    International Journal of Computer Vision (IJCV, IF: 11.54), 2018
    [PDF] [Code]

  • Runtime Network Routing for Efficient Image Classification
    Yongming Rao, Jiwen Lu, Ji Lin, Jie Zhou
    IEEE Transactions on Pattern Analysis and Machine Intelligence (T-PAMI, IF: 9.45), 2018
    [PDF] [Code]

  • Learning Globally Optimized Object Detector via Policy Gradient
    Yongming Rao, Dahua Lin, Jiwen Lu, Jie Zhou
    2018 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2018 spotlight
    [PDF] [Supplement]

  • Runtime Neural Pruning
    Ji Lin*, Yongming Rao* (equal contribution), Jiwen Lu, Jie Zhou
    The Thirty-first Annual Conference on Neural Information Processing Systems (NIPS), 2017
    [PDF] [Code]

  • Learning Discriminative Aggregation Network for Video-Based Face Recognition
    Yongming Rao, Ji Lin, Jiwen Lu, Jie Zhou
    2017 IEEE International Conference on Computer Vision (ICCV), 2017 spotlight
    [PDF] [Code] [Supplement]

  • Attention-aware Deep Reinforcement Learning for Video Face Recognition
    Yongming Rao, Jiwen Lu, Jie Zhou
    2017 IEEE International Conference on Computer Vision (ICCV), 2017
    [PDF]

  • V-tree: Efficient KNN Search on Moving Objects with Road-Network Constraints
    Bilong Shen, Ying Zhao, Guoliang Li, Weimin Zheng, Yue Qin, Bo Yuan, Yongming Rao
    2017 IEEE 33rd International Conference on Data Engineering (ICDE), 2017
    [PDF]

Honors and Awards

  • 2017 Sensetime Undergraduate Scholarship
  • 1st place in 17th Electronic Design Contest of Tsinghua University
  • 1st place in Momenta Lane Detection Challenge

Academic Services

  • Reviewer: CVPR 2018, CVPR 2019, ICML 2019, IJCV, ACCV 2018, ICME 2019, ICPR 2018, ICIP 2018, etc.