About me

I am a first-year graduate student at Stanford University in Computer Science. My primary career interest lies in Software Engineering, especially Machine Learning Engineering.

Education

  • Stanford University
    M.S. in Computer Science | Expect: Sept. 2019 - March 2021
    Courses: Programming Languages (A), Data Management and Data Systems(A), Principles of Data-Intensive Systems (taking), Optimization and Algorithmic Paradigms (taking)
  • University of Michigan, Ann Arbor (UM)
    B.S.E. in Computer Science | Minor in Mathematics | GPA: 4.0/4.0 | Sept. 2017 - May 2019
    Course Highlights: Machine Learning (A+), Computer Vision (A), Deep Learning (A), Data Mining (A+), Web Systems (A), Data Struct&Algor (A+), Applied Regression (A+), Numerical Analysis (A)
  • Shanghai Jiao Tong University (SJTU)
    B.S.E. in Electrical and Computer Engineering | GPA: 3.7/4.0 | Sept. 2015 – Aug. 2019
    Course Highlights: Bayesian Analysis (B+), Discrete Math (A), Probability & Statistics (A+), Honor Mathematics Series (B, A+, A+)
  • McGill University
    Winter Program: Social Media and Digital Communication Strategy | Jan. - Feb. 2017
  • Shanghai High School
    High School Education | Sept. 2012 - June 2015

Selected Projects

Profile Extraction of Tire Section Images

Implemented a desktop app to extract contours from scanned 2D images for Giti's industrial use and balanced accuracy, robustness and efficiency

[confidentiality required]

DiagNet: Bridging Text and Image

Proposed an attention-based neural network model that can effectively combine multiple evidence of texts, images and texts in images

[poster] [report] [code]

convision: Vision through Conversation

Implemented a virtual assistant helping users understand what’s happening based on the image input through conversation

[prevue] [demo] [poster]

Segmentation with Voronoi Diagrams

Implemented an algorithm that would produce an segmentation with a voronoi diagram given an image of a polycrystalline material

[pre] [demo]

Makeup-Go

Reversed the portrait beautication despite lack of information of the exact process applied by training a neural network model

[poster] [report] [code]

Asciiii

Converted visual inputs, ranging from static and dynamic images to videos and real-time streaming, into ASCII symbols to depict edge information

[code]

Fast Decorrelated Batch Normalization

Reproduced and optimized Decorrelated Batch Normalization, which retains the benefits of batch normalization (BN) and further improves BN

[code]

Stair Cleaning Robot

Combined in a robot the functions of (1) cleaning floor surface, (2) moving on the plain surface and (3) climbing the stairs

[patent] [demo] [report]

Experience

2019

October - Present

September

    🏫 Enrolled in Stanford

August

    🎓 Graduated from SJTU

May - August

May

    🎓 Graduated from UM Go Blue!

March

January - April

    Research Assistant (Math @ UM)
  • With Selim Esedoglu
  • Project: Tracing of Grain Boundary Network, raised by material scientists
  • MATLAB

January - April

2018

November - April(2019)

Septemper - December

May - September

January - April

    Grader for Introduction to Computer Organization (EECS 370 @ UM)

2017

October - April(2018)

September

    🏫 Enrolled in UM

January - February

    ⛄ Winter Program at McGill

2016

December - January(2017)

May - August(2017)

2015

September

    🏫 Enrolled in SJTU

Misc

  • How to pronounce my name. English name is "Chelsy" (rarely used).
  • Postcard collector. Letter lover.
  • Amateur painter.
  • Vlog beginner. Here is my channel on Bilibili (a video sharing website based in China).
  • 热爱可抵岁月漫长。