Duo Li   M.Phil. Candidate Room 2014B, 2/F Cheng Yu Tung Building, HKUST Clear Water Bay, Kowloon, Hong Kong Email: duo.li [at] connect[dot]ust[dot]hk

Biography [Curriculum Vitae]

I am currently a first-year MPhil student in the Department of Computer Science and Engineering, The Hong Kong University of Science and Technology (HKUST), supervised by Prof. Qifeng Chen. Before that, I received the B.E. degree from Department of Automation, Tsinghua University in 2019.

My research interests lie in computer vision and machine learning, specifically network architecture engineering and optimization strategy design, reinforcement learning and meta learning.

Selected Publications [Google Scholar]

• PSConv: Squeezing Feature Pyramid into One Compact Poly-Scale Convolutional Layer
  Duo Li, Anbang Yao, and Qifeng Chen
  The European Conference on Computer Vision (ECCV), 2020
  [Code]

• Learning to Learn Parameterized Classification Networks for Scalable Input Images
  Duo Li, Anbang Yao, and Qifeng Chen
  The European Conference on Computer Vision (ECCV), 2020
  [Code]

• Deep Reinforced Attention Learning for Quality-Aware Visual Recognition
  Duo Li and Qifeng Chen
  The European Conference on Computer Vision (ECCV), 2020
  

• Resolution Switchable Networks for Runtime Efficient Image Classification
  Yikai Wang, Fuchun Sun, Duo Li, and Anbang Yao
  The European Conference on Computer Vision (ECCV), 2020
  

• Dynamic Hierarchical Mimicking Towards Consistent Optimization Objectives
  Duo Li and Qifeng Chen
  IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020
  [Code][ArXiv]

• HBONet: Harmonious Bottleneck on Two Orthogonal Dimensions
  Duo Li*, Aojun Zhou*, and Anbang Yao
  The IEEE International Conference on Computer Vision (ICCV), 2019
  Transferred to OpenVINO™ Open Model Zoo (OMZ) [opencv/open_model_zoo]
  [Code][ArXiv]

* indicates equal contribution.

Experiences

• Research Intern | Intel Labs China, Beijing, China | Feb. 2018 – July 2019
  Manager: Dr. Anbang Yao
  
• Research Assistant | Broadband Network & Digital Media Lab, Tsinghua University, Beijing, China | Oct. 2018 – June 2019
  Advisor: Prof. Xiangyang Ji
  
• Research Assistant | Intelligent Vision Group, Tsinghua University, Beijing, China | Sep. 2017 – Oct. 2018
  Advisor: Prof. Jiwen Lu
  

Honors and Awards

Intel Distinguished Invention Award, 2020
Intel China QGS Reward, 2020
Intel Division Recognition Award, 2019
Asian Future Leaders Scholarship Program (AFLSP), 2019
Qualcomm Scholarship, 2018
Hage Endeavor Scholarship, 2017
Tsinghua-Evergrande Scholarship, 2015, 2016

© Duo Li | Last update: July 2020