CONTACT INFO

RESEARCH INTERESTS

  • Computer Vision & Deep Learning
    • Multimodal video captioning

PROFESSIONAL EXPERIENCE

  • ByteDance 06/2021 – present
    Mountain View, CA USA
    Software Engineer
  • JD.COM Silicon Valley Research Center 08/2019 – 05/2021
    Mountain View, CA USA
    Research Scientist
  • JD.COM Silicon Valley Research Center 01/2019 – 05/2019
    Mountain View, CA USA
    Research Intern
  • Tempus Labs 06/2018 – 08/2018
    Chicago, IL USA
    Imaging Science (Computer Vision) Intern
  • NVIDIA 06/2017 – 01/2018
    Beijing China
    Deep Learning Software Engineering Intern

EDUCATION

  • University of Missouri 2015 – 2021
    Columbia, MO USA
    Doctor of Philosophy in Computer Science
  • University of Missouri 2012 – 2015
    Columbia, MO USA
    Master of Science in Electrical Engineering
  • China University of Mining and Technology 2007 – 2011
    Xuzhou, Jiangsu Province China
    Bachelor of Science in Optical Information Science and Technology

CVPR COMPETITIONS

KAGGLE COMPETITIONS

SKILLS

  • Programming Languages
    C++, Python
  • Deep Learning Frameworks/Libraries
    PyTorch, TensorRT, TensorFlow.
  • Other libraries
    OpenCV, CUDA etc.

AWARDS

  • Member of Upsilon Pi Epsilon Honor Society 2016 – present
  • Outstanding Student Scholarship from School of Science, China University of Mining and Technology 2008, 2011
  • Best Goalkeeper in the Anshan-Yizhong Cup Football League 2006
  • First-Class prize in Liaoning Division in the Chinese Physics Olympiad (CPhO) 2004
  • First-Class prize in the National Olympiad in Informatics in Provinces (NOIP) 2003

PATENTS

  • US Patent 11792494: Processing Method and Apparatus, Electronic Device and Medium 10/2023
    Guang Chen, Longyin Wen, Yufei Wang.
  • US Patent 11706505: Processing Method, Terminal Device, and Medium 07/2023
    Yufei Wang, Xiaojie Li, Longyin Wen, Xinyao Wang, Guang Chen, Ye Yuan.
  • US Patent 11263454: System and Method for Video-Based Pig Counting in the Crowd 03/2022
    Shiwen Shen, Guang Chen, Longyin Wen, Si Luo, Liefeng Bo.

PUBLICATIONS

  • Text with Knowledge Graph Augmented Transformer for Video Captioning
    Xin Gu, Guang Chen, Yufei Wang, Libo Zhang, Tiejian Luo, Longyin Wen. IEEE / CVF Computer Vision and Pattern Recognition Conference (CVPR) (2023).
  • Transformer for Tree Counting in Aerial Images
    Guang Chen, Yi Shang. Remote Sensing. 2022; 14(3):476.
  • Data Augmentation for Object Detection via Differentiable Neural Rendering
    Guanghan Ning, Guang Chen, Chaowei Tan, Si Luo, Liefeng Bo, Heng Huang. arXiv:2103.02852. (2021).
  • Efficient Pig Counting in Crowds with Keypoints Tracking and Spatial-aware Temporal Response Filtering
    Guang Chen, Shiwen Shen, Longyin Wen, Si Luo, and Liefeng Bo. International Conference on Robotics and Automation Virtual Conference (ICRA) (2020).
  • Adaptive Saliency Biased Loss for Object Detection in Aerial Images
    Sun, Peng, Guang Chen, and Yi Shang. IEEE Transactions on Geoscience and Remote Sensing (2020).
  • Automatic fish classification system using deep learning
    Guang Chen, Peng Sun, and Yi Shang. 2017 IEEE 29th International Conference on Tools with Artificial Intelligence (ICTAI). IEEE, 2017.