• Hi!
    I'm Yushi Guan

    I am a University of Toronto Computer Science Ph.D. student.

About

About Me

Hi I'm Yushi Guan. My current research interest is in Computer vision Algorithms and their system-level optimizations. Through work and previous course work, I have also gained solid experience in Deep Learning Acceleration and Natural Language Processing. [CV]

projects

projects

  • Synthetic Seizure work Flow
    Generative Adversarial Network-Based Synthetic Seizure Dataset Augmentation
    Yushi Guan, Jamie Koerner, Roman Genov, Taufik A. Valiante, Gerard O'Leary
    Accepted, 2021 10th International IEEE/EMBS Conference on Neural Engineering (NER)
  • Generative VQA with VLBERT and Decoder
    Generative Visual Question Answering using Cross-Modal Visual-Linguistic Embeddings
    Yushi Guan*, John Chen* *equal contribution
    [PDF][Github]
  • Automatic Punctuation Insertion
    End to End Automatic Speech Recognition System with Automatic Punctuation Insertion
    Yushi Guan
    [PDF][Github]
  • Adversarial Flow Image
    Adversarial Example Defense and Detection using Quantized Neural Networks with Inference Time Dropout
    Yushi Guan

    [PDF][Github]
  • Planned Path with Improved Intersection Consideration
    Location Searching and Road Path Planning for Autonomous Vehicles with Improved Intersection Considerations
    Yushi Guan, Angela Schoellig
    Undegraduate Thesis
    [PDF]
  • Neural Network Architecture for Stock Prediction
    Stock Price Prediction with CNN-LSTM Network
    Yushi Guan, Peiyao Li, Cheng Lu.
    [PDF][Github]
Education

Education

  • Education: M.Eng. in University of Toronto 2018 - 2020 CGPA 3.96/4.0, Master of Engineering in ECE, University of Toronto
  • Education: BASc in University of Toronto 2013 - 2018 Graduated with High Honours, BASc. in Engineering Science Robotics, University of Toronto
Research Experience

Research Experience

Master of Engineering Research Project Sep. 2020 - December 2020

GAN-based Synthetic Seizure Dataset Augmentation, supervised by Prof. Roman Genov

Undergraduate Thesis Sep. 2017 - May. 2018

Road Path Planning for Autonomous Vehicles with Improved Intersection Considerations, supervised by Prof. Angela Schoellig

University of Liverpool Research Exchange Jun. 2015 - Aug. 2015

Automatic Reprogramming of Stratasys Chips for Filter Reloading, supervised by Dr. Peter Fox