Malin Eiband

schoolBMWbar_chart#9155 Global Rank

Total Papers

HCI Rank

#9155

Research Areas

Years Active

Recent Publications

Evaluating Generative AI in the Lab: Methodological Challenges and Guidelines

Generative AI (GenAI) systems are inherently non-deterministic, producing varied outputs even for identical inputs. While this variability is central to their appeal, it challenges established HCI evaluation practices that typically assume consistent and predictable system behavior. Designing controlled lab studies un…

CHI '262nd AuthorGenerative AI (Text, Image, Music, Video) +2

Interaction Methods in Generative AI Image Tools: A Review of Trends and Design Opportunities Across HCI and Industry

Generative AI (GenAI) image tools are increasingly integrated into design workflows, prompting HCI research on their interaction methods and interfaces. We reviewed 37 such tools, including 28 HCI research systems and nine commercial systems (2022--July 2025), using three analytical frameworks: interaction methods, cr…

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