Samuel Huang

Huáng
Guàn
Chāo

Statistical Learning and Behavioral Modeling Lab

University of Notre Dame

Quantitative Psychology researcher with a focus on psychometrics, education, and AI, who happens to be a fan of hacking and classical music.

News

  • 2026-01 New portfolio website under construction!

Education

Publications

  • Automated Q-Matrix Labeling for Cognitive Diagnostic Models journal
    Samuel HuangCheng Liu
    Psychometrika, 2026 (invited for submission)

Presentations & Talks

  • Template Based Automatic Item Generation with Large Language Model Assistance
    Ideas in Testing · Chicago, IL 2025-11-14

Software

IYKYK
  • irtdesign author | maintainer
    Source
  • mirt: Multidimensional Item Response Theory contributor
    Homepage Source CRAN downloads for mirt

Teaching

  • Principles of Computing · Teaching Assistant · Fall 2023
    University of Notre Dame
  • System Design and Implementation of Small Autonomous Vehicles · Teaching Assistant · Spring 2024
    University of Notre Dame
  • Case Stufies in Computing-Based Entrepreneurship · Teaching Assistant · Fall 2024
    University of Notre Dame
  • High-Frequency Trading Technologies · Teaching Assistant · Spring 2025
    University of Notre Dame

Experience

  • Project Manager 2024-08 – 2025-05

    Managed projects and advised startup teams at Notre Dame's innovation hub.

  • Student Recruiter 2024-08 – 2025-05

    Recruited prospective students for the College of Engineering.

  • Summer Intern | Tech Consulting 2024-05 – 2024-08

    Data analytics and dashboard for Thor Industries (world's largest RV company) using PowerBI, Azure, and Python data science tools.

  • Market Research Engineer 2023-06 – 2023-08

    Established a new branch for Blewbo in China as the company's first employee in the country.

Service & Organizations

  • Interim President · Computer Club (ACM Student Chapter)
    University of Notre Dame
  • Representative of CSE Department · Graduate Student Government
    University of Notre Dame
  • Resource Fair Team Member · Graduate Orientation (GO) Team
    University of Notre Dame
  • Tenor 1 & Webmaster · Notre Dame Chorale
    University of Notre Dame
  • Founder & Moderator · Python User Group
    Southern University of Science and Technology
  • Student Body President · School of Microelectronics
    Southern University of Science and Technology
  • Emcee · Feng Hua Emcee Team
    Southern University of Science and Technology