
PUBLICATIONS

Best Paper
Best Paper

Honorable Mention
ProcessGallery: An Online Gallery that Highlights Improvements by Principles through Contrasting Pairs of Examples
Grace Yu-Chun YenJane L EHyoungwook JinMingyi LiGrace LinIsabelle Yan PanSteven P. Dow
Paper
COMING SOON

LINK: A Corpus-Grounded Design Pattern Library for Educational Technologies
Designing learning interfaces is often an ill-structured problem: effective solutions depend on learning goals, subject matter, learner characteristics, and interaction context. This work surfaces these links to help designers integrate knowledge from learning sciences, interaction design, and subject domains when translating learning goals into interface decisions.
Paper
HelpCoach: Scaffolding Targeted AI Help-Seeking During Problem-Solving
Students increasingly turn to AI for help with problem-solving, yet they struggle to formulate targeted questions. We developed HelpCoach, an add-on for chat interfaces that helps students formulate knowledge-and scaffold-specific questions and receive targeted help during problem solving.
Paper
Benchmarking Large Language Models for Diagnosing Students' Cognitive Skills from Handwritten Math Work
This project investigates whether large language models (LLMs) can diagnose students’ cognitive skills from handwritten math responses. By introducing the MathCog benchmark and evaluating 16 LLMs, we reveal that even advanced models struggle to infer students' thinking process from fragmented visual and textual cues.
Paper