Chenglin Yang

I am currently a CS Ph.D. student at Johns Hopkins University, advised by Bloomberg Distinguished Professor Alan Yuille. I also work with Prof. Yinzhi Cao.

I received my M.S. in Robotics from Johns Hopkins University. Before that, I obtained my B.E. in Engineering Mechanics from Beijing Jiaotong University, where I am honored to work with Changjiang Distinguished Professor Yue-Sheng Wang . I will never forget the time spent in Mechanics which teaches me to be grateful and concentrate.

chenglin.yangw at gmail dot com  /  CV  /  Google Scholar

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Research

I'm interested in computer vision, artificial intelligence and adversarial machine learning. My current research focuses include:

  • physical attack and defense in vision system
  • knowledge distillation
  • reinforcement learning

Snapshot Distillation: Teacher-Student Optimization in One Generation
Chenglin Yang, Lingxi Xie, Su Chi, Alan Yuille
CVPR, 2019   [arXiv]
Knowledge Distillation in Generations: More Tolerant Teachers Educate Better Students
Chenglin Yang, Lingxi Xie, Siyuan Qiao, Alan Yuille
AAAI, 2019   [arXiv]
Endodontic Guided Treatment Using Augmented Reality on a Head-Mounted Display System
Tianyu Song*, Chenglin Yang*, Omid Dianat, Ehsan Azimi
MICCAI Workshop, 2018    Outstanding Paper Award    [Journal]
* equally contributed
Experimental evidence of large completebandgaps in zig-zag lattice structures
Chenglin Yang, Shengdong Zhao, Yuesheng Wang
Ultrasonics, 2017   [Journal]


Last update: Sep. 2019     Template