Haoquan Zhou

MSI Graduate Student, @UMSI

About Me

Hi there 👋! I am currently a first year graduate student studying Information Science at University of Michigan School of Information. I am also a senior undergraduate student majoring in Electrical and Computer Engineering at UM-SJTU Joint Institute.

In my spare time, I participate in sports like soccer ⚽ and Richii Mahjong 🀅. I am also an ACG subculture lover. Please feel free to invite me to all kinds of activities :)

Area of Interests

  • 🤖 Machine Learning: Deep Learning, Reinforcement Learning, Natural Language Processing
  • 📈 Data Science: Exploratory Data Analysis, Time Series Analysis, Collaborative Data Science
  • 🎮 Software Engineering: Web Development, Game Development, Software Design

Education

  • University of Michigan

    Ann Arbor, MI, USA

    Master of Science in Information Science

    2022-08-29 - 2024-05-01


  • Shanghai Jiaotong University

    Shanghai, China

    Bachelor of Science in Electrical and Computer Engineering

    2019-09-01 - 2023-08-01


Papers

A Case Study on Scaffolding Exploratory Data Analysis for AI Pair Programmers

In this paper, we conducted a qualitative user study with 5 participants to understand the use of GitHub Copilot in solving problems by scaffolding prompts at different levels of specificity among data scientists.

Haoquan Zhou and Jingbo Li. 2023. In Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems (CHI EA ‘23).

Full Article

Projects

Machine-Generated Text Detection for ChatGPT 2023.01 - 2023.04

A NLP project trying to classify and analyze machine-generated text.

NLP Large Language Models Text Classification

Read More Code
Livable Residence Evaluation System 2023.01 - 2023.04

A customized Tableau dashboard to rank neighborhood livability

Tableau Data Visualization

Read More
US Commercial Aviation Industry Insight 2022.10 - 2022.12

A series of projects aiming to give insights to the current US commercial aviation industry. As an aviation lover, I also tried to make my naive suggestions to airline companies.

Data Science Large Scale Data Computation Machine Learning

Read More Code
NYC Restaurant Search 2022.10 - 2022.12

A Yelp API based restaurant search website.

KD-tree Flask

Read More Code
Sakura Net 2022.05 - 2022.08

Sakura Net is a model based on deep convolutional neural network that can precisely capture hand poses from depth images and map them to robot arms.

Computer Vision Deep Learning

Read More
Predict House Selling Price in Illinois 2022.03 - 2022.05

A data model based on exploratory data analysis and machine learning to predict house selling price in Illinois.

Data Science Exploratory data Analysis Machine Learning

Read More Code
Mining the Past and Envisioning the Future 2022.02

This is a time series analysis project for Mathematical Contest of Modeling (MCM) 2022. The paper won Honorable Mention prize.

Data Science Time Series Analysis

Read More