Voting Protocols as Coordination Mechanisms for Role-Constrained Multi-Agent Tutoring Systems

Eric S. Qiu* and Joyce Gill*

ICML 2026: AI4GOOD Workshop

📄 Paper

Adversarial Review: Cooperative Code Review Through Structured Disagreement

Eric S. Qiu* and Joyce Gill*

ICML 2026: Deep Learning for Code Workshop

📄 Paper (link coming soon)

Finding the Best College: Misconceptions in Multiple Regression

Khanh Do*, Joyce Gill*, Shonda Kuiper

eCOTS 2026 + Journal of Statistics and Data Science Education [Working Paper]

📄 Paper (link coming soon) 🌐 Web App 📊 Slides

Investigating the Efficacy of Mastery-Based Tests in Fostering Effective Self-Regulated Learning Behaviors in CS1 Courses

Joyce Gill, Michael W. Asher, Paulo F. Carvalho

ACM SIGCSE TS 2026

📄 Paper 🔍 Poster

College Navigator: An Interactive R Shiny Application for Transparent and Evidence-Based Decision-Making

Khanh Do*, Joyce Gill*, William Rebelsky

ACM-W MINK-WIC 2025 + Midstates Consortium for Mathematics and Computer Science 2025

📄 Paper 🔍 Poster

Pioneer Mart Mobile Application

Joyce Gill, Lydia Ye, Muhammad Khalid, Seunghyeon Kim, Alan Zhang

Mobile Application Released 2024

📱 iOS App 📱 Android App

Leveraging Augmented Reality to Preserve Community History

Joyce Gill, Lisa-Maria DiSalvo Garcia, Brian A. Smith

Amazon-Columbia SURE Research Symposium 2024

📄 Technical Report 🔍 Poster