Ziqiang Pei 裴自强
Software Engineer | AI Infrastructure
- Email: ziqiangpei@foxmail.com
- GitHub: ZQPei (3k+ stars)
- LinkedIn: Ziqiang Pei
Biography
I obtained my master’s degree at Huazhong University of Science and Technology in 2020, advised by Prof. Guoyou Wang. Before that, I obtained my Bachelor of Science degree from South West University in 2013. I then worked as a high school physics teacher for four years until 2017.
I am broadly interested in Computer Vision, Deep Learning, and AI Infrastructure. My focus areas include Deep Learning Compiler Stack and CUDA optimization.
Competition and Projects
| Project | Year |
|---|---|
| 1st Prize, Alibaba Cloud German AI Challenge \[[code](https://github.com/ZQPei/Alibaba_Cloud_German_AI_Challenge_for_Earth_Observation)\] | 2018-2019 |
| High speed railway intrusion detection alarm system | 2018-2019 |
| Detection on key components of power grid | 2017-2018 |
Open Sourced Projects
- Owner: DFG-GAN, deep sort pytorch, DSSD, deep joint filter, cuda_hgemm
- Participated: TVM, caffe-onnx
Publications
Conference Papers
Feature Guidance GAN for High Quality Image Restoration Ziqiang Pei, Sheng Yang, Guoyou Wang International Conference on Digital Image Processing (ICDIP) 2020
Rotated Faster R-CNN for Oriented Object Detection in Aerial Images Sheng Yang, Ziqiang Pei, Feng Zhou, Guoyou Wang International Conference on Artificial Intelligence Innovation (ICAII) 2020
Work Experience
- RSDE, Autonomous Driving Lab Alibaba DAMO Academy
Internship Experience
- Research Intern in Mobile Autodriving Jul. - Aug. 2019 | ETLab of CAINIAO, Alibaba Group
- Research Intern in Image Inpainting Mar. - Jun. 2019 | Institute of Deep Learning, Baidu Inc.
Education
- M.S. in Pattern Recognition and Intelligent System State Key Laboratory for Multispectral Information Processing Technology Sep. 2017 - Jul. 2020 | Huazhong University of Science and Technology Advisor: Prof. Guoyou Wang
- B.S. in Physics Sep. 2009 - Jul. 2013 | South West University Advisor: Prof. Junzhong Wang