3 papers
cs.HC2026
What We Risk Losing When Creating Gets Easy: Friction, Judgment, and Critical Reflective Practice with Generative AI in Creative Work
Shehryar Saharan, Shehroze Saharan, Roxanne Ziman +2
GenAI in creative practice can help narrow the gap between intention and output, but in so doing changes the very nature of that creative process. In this position paper, we argue…
cs.HC2026
A Critical Reflection on the Values and Assumptions in Data Visualization
Shehryar Saharan, Ibrahim Al-Hazwani, Miriah Meyer +1
Visualization has matured into an established research field, producing widely adopted tools, design frameworks, and empirical foundations. As the field has grown, ideas from outsi…
cs.HC2025
"It looks sexy but it's wrong." Tensions in creativity and accuracy using genAI for biomedical visualization
Roxanne Ziman, Shehryar Saharan, Gaël McGill +1
We contribute an in-depth analysis of the workflows and tensions arising from generative AI (genAI) use in biomedical visualization (BioMedVis). Although genAI affords facile produ…