most citedGLITTER: An AI-assisted Platform for Material-Grounded Asynchronous Discussion in Flipped Learning

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cs.HC2026

JARVIS: A Just-in-Time Augmented Reality VLM-Powered Instruction System for Cross-Reality Task Guidance

Yusi Sun, Ying Jiang, Jiayin Lu +3

Many everyday tasks rely on external tutorials such as manuals and videos, requiring users to constantly switch between reading instructions and performing actions, which disrupts…

cs.HC2026

Stayin' Aligned Over Time: Towards Longitudinal Human-LLM Alignment via Contextual Reflection and Privacy-Preserving Behavioral Data

Simret Araya Gebreegziabher, Allison E Sproul, Yinuo Yang +3

Current human-AI alignment and evaluation methods for large language models (LLMs) often rely on preference signals collected immediately after an interaction. This practice implic…

cs.HC2026

Comparing Human Oversight Strategies for Computer-Use Agents

Chaoran Chen, Zhiping Zhang, Zeya Chen +9

LLM-powered computer-use agents (CUAs) shift users from direct manipulation to supervising an unfolding action sequence, yet existing oversight research mostly evaluates static dec…

cs.HC2026

Lessons from Real-World Deployment of a Cognition-Preserving Writing Tool: Students Actively Engage with Critical Thinking and Planning Affordances

Yinuo Yang, Zheng Zhang, Ningzhi Tang +5

AI-supported writing tools show strong potential for scaffolding students' learning of argumentative writing. Prior work has demonstrated the benefits of AI-supported cognitive sca…

cs.HC2026

SPARK: Real-Time Monitoring of Multi-Faceted Programming Exercises

Yinuo Yang, Ashley Ge Zhang, Steve Oney +1

Monitoring in-class programming exercises can help instructors identify struggling students and common challenges. However, understanding students' progress can be prohibitively di…

cs.HC2026

Editrail: Understanding AI Usage by Visualizing Student-AI Interaction in Code

Ashley Ge Zhang, Yan-Ru Jhou, Yinuo Yang +4

Programming instructors have diverse philosophies about integrating generative AI into their classes. Some encourage students to use AI, while others restrict or forbid it. Regardl…