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Man Su

2 papers indexed

arxivcs.HC2026-07-01

Mind the Trust Gap: Identifying (Mis)alignments in Teacher-Student Views Toward Control and Agency in K-12 Classroom AI

Tomohiro Nagashima, Lisa Siegrist, Niklas Scholz, Shintaro Sato, Martina Vincoli, Man Su

As Artificial Intelligence (AI)-based technologies have been integrated into school classrooms where multiple stakeholders (with different roles) interact with each other, it is critical to deeply understand stakeholder views in the classroom. In particular, prior work has not fu…

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arxivcs.HC2026-07-01

Gaze-Informed Proactive AI Assistance for Children's Picture Exploration

Zekun Wu, Man Su, Huiyong Li, Tomohiro Nagashima, Anna Maria Feit

Proactive assistance with large language models (LLMs) has received growing attention in the human computer interaction (HCI) community. However, most past work on proactive LLMs' assistance has focused on adult users and task-oriented settings, leaving open how such systems coul…

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