cs.HC · 2026-07-26 · No. 65
Human-Computer Interaction, 2026-07-26.
2 new papers in cs.HC. Titles, authors,
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01 — The papers
2 entries-
01
Thinkink: 2D Spatial Ink-native Interaction with LLMs
Mohammad Hasan Payandeh, Daniel Vogel, Jian Zhao
cs.HC · cs.AI
People often use handwritten notes and sketches to externalize ideas for ideation. To integrate large language models (LLMs) into this practice, we propose Thinkink. Prompts can be handwritten text or drawn sketches with LLM-generated responses visualized as ink-like text and sketches spatially integrated into a shared canvas. A semantic tree streamlines ink interpretation, and a lightweight UI provides explicit control using a state machine....
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02
HARP: The Human--AI Research Platform
Zeshu Zhu, Natalie Friedman, Kevin Weatherwax, Emily Eiben
cs.HC · cs.AI
Large language models (LLMs) have shifted human--computer interaction from `traditional'' interface journeys toward more conversational exchanges. Researchers studying HCI and UI use moderated usability sessions, interviews, surveys, transcript analysis, and static prototypes. However, static prototypes provide limited opportunities to study interaction with live AI systems or systematically control how an LLM behaves across participants and...
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