Zijian Hu

Zijian Hu

Research Engineer

ByteDance

Biography

Zijian Hu is a research engineer at ByteDance Intelligent Creation Lab. He is interested in building robust machine perception systems that can operate in noisy environments and can be trained and adapted with minimal supervision.

Download my CV and resumé (last updated on May 21, 2021) for more details.

Interests
  • Computer Vision
  • Semi-Supervised Learning
  • Multimodal Machine Learning
  • Low-Shot Learning
  • Robotics
  • Human-Robot Interaction
  • Robot Learning
Education
  • MSc in Computer Science, 2020

    University of Southern California

  • BSc in Computer Science, 2020

    University of Southern California

Skills

Machine Learning

PyTorch, TensorFlow, Keras, OpenCV

Robotics

ROS, OpenCV, V-Rep

Mathematics

Statistical Learning, Probability, Calculus

Programming Languages

Python, C/C++, Java, JavaScript (ES6), MATLAB

Web Development

Node.js, Java EE, Angular

Computer System & Hardware

X86 Assembly/GAS, MIPS, Verilog, Arduino

Experience

 
 
 
 
 
Research Engineer, Computer Vision
Oct 2021 – Present California
  • Worked on the following research area at ByteDance Intelligent Creation Lab:
    • Computer Vision
    • Video Content Understanding
    • Semi-Supervised Learning
    • Self-supervised Learning
  • Projects:
 
 
 
 
 
Research Staff
Sep 2020 – Oct 2021 California
 
 
 
 
 
Research Assistant
Jun 2019 – May 2020 California
 
 
 
 
 
Research Assistant
Apr 2019 – May 2020 California
 
 
 
 
 
Research Assistant
May 2018 – May 2020 California
 
 
 
 
 
Full Stack Engineer Intern
Jun 2017 – Aug 2017 Beijing, China

Developed an office automation software using Node.js (with koa) and Angular which:

  • Allows authorized users to manage stored employee information
  • Allows authorized users to manage stored department information
  • Has configurable user access control
  • Support user registration and authentication. Submitted user profiles are stored and waited to be approved by authorized personnel
 
 
 
 
 
Android Engineer Intern
Jun 2016 – Jul 2016 Beijing, China
Developed a tutorial Android application for NoxPlayer, an android emulator for PC

Recent Publications

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(2019). Design and Evaluation of Expressive Turn-Taking Hardware for a Telepresence Robot. 2019 IEEE International Symposium on Robot and Human Interactive Communication (Ro-Man).

PDF Cite Project Video DOI

(2019). User Interface Tradeoffs for Remote Deictic Gesturing. 2019 IEEE International Symposium on Robot and Human Interactive Communication (Ro-Man).

PDF Cite Project DOI

Projects

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Contact

  • 3737 Watt Way, Los Angeles, CA 90089
  • Email me for detail
  • Monday 10:00 to 13:00
  • DM Me