Hongyu (Charlie) Chen

Hongyu (Charlie) Chen

Undergraduate Student at University of Toronto

CleverHans Lab, University of Toronto

Biography

Hongyu Chen is a graduating bachelor’s student of machine intelligence major at University of Toronto in Toronto, Canada. Her research interests include deep learning, model compression and generative modelling. She has been working under supervision of Prof. Nicolas Papernot at Vector Institute and University of Toronto since May 2021.

Last Updated: Feb 17 2022

Download my resumé (Last Updated Nov 2021) .

Interests
  • Deep Learning
  • Model Compression and Generative Modelling
Education

  • Bachelor of Applied Science in Machine Intelligence, 2022

    University of Toronto

Experience

 
 
 
 
 
Student Researcher
CleverHans Lab
May 2021 – Present Toronto, Ontario, Canada

Responsibilities include:

  • Complete undergraduate thesis with Prof. Nicolas Papernot
  • Collaborate with lab members on Machine Learning Security reseach
 
 
 
 
 
Machine Learning Research Engineer
Qualcomm
Sep 2020 – Sep 2021 Markham, Ontario, Canada
Conduct research on neural network quantization and AutoML.
 
 
 
 
 
Business Intelligence Analyst
Synced
May 2020 – Aug 2020 Toronto, Ontario, Canada
Create reports for analyzing trends in AI technology development.

Projects

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All Deep Learning Other
Movie Recommender System
A hybrid recommender system on MovieLens dataset. The system combines content-based features and collaborative filtering. It uses similarity scores about movie genre, item-item and user-user similarity, kNN for selecting neighbours, and PMF for compressing and learning generalizable features.
Movie Recommender System