3 papers
cs.AI2026
Beyond "Made with AI": Visualizing Provenance Density to Mitigate the Transparency Penalty
Qing Zhang, Yifei Huang, Juyoung Lee +2
As generative AI makes polished prose cheap to produce, users can no longer rely on fluency as a proxy for truth. We call this failure mode the Fluency Trap: users trust fluent hal…
cs.HC2026
Beyond Symbols: Motion Perception Cues Enhance Dual-Task Performance with Wearable Directional Guidance
Qing Zhang, Junyu Chen, Yifei Huang +4
Directional cues are crucial for environmental interaction. Conventional methods rely on symbolic visual or auditory reminders that require semantic interpretation, a process that…
cs.HC2025
Panel-by-Panel Souls: A Performative Workflow for Expressive Faces in AI-Assisted Manga Creation
Qing Zhang, Jing Huang, Yifei Huang +1
Current text-to-image models struggle to render the nuanced facial expressions required for compelling manga narratives, largely due to the ambiguity of language itself. To bridge…