Duo Li |
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Biography [Curriculum Vitae]
I am currently a second-year MPhil student in the Department of Computer Science and Engineering, The Hong Kong University of Science and Technology, under the supervision of Prof. Qifeng Chen and Prof. Tong Zhang.
Before that, I received my B.E. degree from the Department of Automation, Tsinghua University in 2019.
My research interests lie in computer vision and machine learning, especially neural architecture understanding and unsupervised learning.
Selected Publications [Google Scholar]
- PSConv: Squeezing Feature Pyramid into One Compact Poly-Scale Convolutional Layer Duo Li, Anbang Yao, and Qifeng Chen European Conference on Computer Vision (ECCV), 2020 [arXiv][code][slides]
- Learning to Learn Parameterized Classification Networks for Scalable Input Images Duo Li, Anbang Yao, and Qifeng Chen European Conference on Computer Vision (ECCV), 2020 [arXiv][code][slides]
- Deep Reinforced Attention Learning for Quality-Aware Visual Recognition Duo Li and Qifeng Chen European Conference on Computer Vision (ECCV), 2020 [arXiv][slides]
- Resolution Switchable Networks for Runtime Efficient Image Classification Yikai Wang, Fuchun Sun, Duo Li, and Anbang Yao European Conference on Computer Vision (ECCV), 2020 [arXiv][code]
- Dynamic Hierarchical Mimicking Towards Consistent Optimization Objectives Duo Li and Qifeng Chen IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2020 [arXiv][code]
- HBONet: Harmonious Bottleneck on Two Orthogonal Dimensions Duo Li†, Aojun Zhou†, and Anbang Yao († indicates equal contribution) IEEE/CVF International Conference on Computer Vision (ICCV), 2019 Transferred to OpenVINO™ Open Model Zoo (OMZ) [code@openvinotoolkit] [arXiv][code]
Experiences
- Research Intern | Intel Labs China, Beijing, China | Feb. 2018 – July 2019 Mentor: Dr. Anbang Yao
- Research Assistant | Broadband Network & Digital Media Lab, Tsinghua University, Beijing, China | Oct. 2018 – June 2019 Supervisor: Prof. Xiangyang Ji and Prof. Ruiping Wang
- Research Assistant | Intelligent Vision Group, Tsinghua University, Beijing, China | Sep. 2017 – Oct. 2018 Supervisor: Prof. Jiwen Lu
Honors and Awards
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CCF-CV Academic Emerging Award, 2020
Intel Distinguished Invention Award, 2020
Intel China QGS Reward, 2020
Intel Division Recognition Award, 2019
Asian Future Leaders Scholarship Program (AFLSP), 2019-2021
Qualcomm Scholarship, 2018
Hage Endeavor Scholarship, 2017
Tsinghua-Evergrande Scholarship, 2015, 2016
Academic Services
- Conference Program Committee/Reviewer: International Joint Conference on Artificial Intelligence (IJCAI), 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2021 AAAI Conference on Artificial Intelligence (AAAI), 2021
- Journal Reviewer: IEEE Journal of Selected Topics in Signal Processing (J-STSP)
Teaching
| COMP 4471/ELEC 4240, Deep Learning in Computer Vision | Fall | 2020-2021 |
| © Duo Li | Last update: Oct. 2020 |