Conference Collection

ISLS 2026

ICLS and CSCL papers from the International Society of the Learning Sciences Annual Meeting in Irvine, California. Together, these projects examine how AI, multimodal data, and collaborative learning analytics can support learners without reducing the human judgment at the center of learning.

Conference site Publication pages

EventInternational Society of the Learning Sciences Annual Meeting 2026

LocationIrvine, CA, USA

Listed work5 papers across ICLS and CSCL tracks

ICLS Paper

“I Spend All My Energy Preparing”: Balancing AI Automation and Agency for Self-Regulated Learning in SmartFlash

Li, H.*, Esmaeiligoujar, S., Adhami, N., Li, H., & Huang, R.* · Proceedings of ICLS at ISLS 2026

AI in educationSelf-regulated learningDemo pagePDF available

Paper page PDF Slides

ICLS Paper

Rubric-Guided Generative AI for Scalable Creativity Assessment in Educational Games

Rahimi, S.*, Li, H., Esmaeiligoujar, S., & Ercan, D. · Proceedings of ICLS at ISLS 2026

Creativity assessmentGenerative AI

CSCL Paper

Assessing Student Collaboration with Multimodal Data and Large Language Models

Zhang, S.*, Li, H.*, Lee, S.*, Lee, J.-E., Schroeder, N. L., & Botelho, A. F.* · Proceedings of CSCL at ISLS 2026

Multimodal dataCollaboration

CSCL Paper

Modeling and Analyzing Collaborative Dialogue States in Mathematics Problem-Solving through ONA and Hidden Markov Models

Zhang, S.*, Zambrano, A. F.*, Li, H.*, Lee, S.*, Lee, J.-E., & Botelho, A. F.* · Proceedings of CSCL at ISLS 2026

ONAHidden Markov models

CSCL Paper

Flexibility Before Fluency: Exploring Flexible Strategies Emerge through Collaborative Problem-Solving

Lee, S.*, Zhang, S., Li, H., Lee, J.-E., Closser, A., & Botelho, A. F.* · Proceedings of CSCL at ISLS 2026

Collaborative problem-solvingBest Student Paper Nominee