UMR GMPA

account_balanceOtherbar_chart#350 Global Rank

Total Papers

HCI Rank

#350

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Years Active

Recent Publications

DesignTrace: Exploring, Iterating and Tracking Design Alternatives with GenAI

Creativity support tools have begun to incorporate GenAI for exploring ideas. However, our preliminary study with nine designers showed that current GenAI tools lack explicit support for iteratively evolving, reflecting upon and tracking design alternatives. We developed DesignTrace, an early-stage GenAI design tool t…

CHI '25AI-Assisted Decision-Making & Automation +2

"Should I choose a smaller model?'': Understanding ML Model Selection and Its Impact on Sustainability

The increasing accessibility of large machine learning (ML) models has resulted in their widespread adoption in everyday products, with a correspondingly negative environmental impact. Selecting more suitable ML models could not only improve training time and achievable accuracy, but also long-term sustainability. How…

CHI '25Generative AI (Text, Image, Music, Video)

FusAIn: Composing Generative AI Visual Prompts Using Pen-based Interaction

Although current generative AI (GenAI) enables designers to create novel images, its focus on text-based and whole-image interaction limits expressive engagement with visual materials. Based on the design concept of deconstruction and reconstruction of digital visual attributes for visual prompts, we present FusAIn, a…

CHI '25Best PaperInteractive Data Visualization +2

Lost in Magnitudes: Exploring Visualization Designs for Large Value Ranges

We explore the design of visualizations for values spanning multiple orders of magnitude; we call them Orders of Magnitude Values (OMVs). Visualization researchers have shown that separating OMVs into two components, the mantissa and the exponent, and encoding them separately overcomes limitations of linear and logari…

DIS '24Generative AI (Text, Image, Music, Video) +1

When Should I Lead or Follow: Understanding Initiative Levels in Human-AI Collaborative Gameplay

Dynamics in Human-AI interaction should lead to more satisfying and engaging collaboration. Key open questions are how to design such interactions and the role personal goals and expectations play. We developed three AI partners of varying initiative (leader, follower, shifting) in a collaborative game called Geometry…

DIS '24Generative AI (Text, Image, Music, Video) +2

DesignPrompt: Using Multimodal Interaction for Design Exploration with Generative AI

Visually oriented designers often struggle to create effective generative AI (GenAI) prompts. A preliminary study identified specific issues in composing and fine-tuning prompts, as well as needs in accurately translating intentions into rich input. We developed DesignPrompt, a moodboard tool that lets designers combi…

CHI '22Shape-Changing Interfaces & Soft Robotic Materials +1

PITAS: Sensing and Actuating Embedded Robotic Sheet for Physical Information Communication

This work presents PITAS, a thin-sheet robotic material composed of a reversible phase transition actuating layer and a heating/sensing layer. The synthetic sheet material enables non-expert makers to create shape-changing devices that can locally or remotely convey physical information such as shape, color, texture a…

CHI '21Foot & Wrist Interaction +1

KeyTch: Combining the Keyboard with a Touchscreen for Rapid Command Selection on Toolbars

In this paper, we address the challenge of reducing mouse pointer transitions from the working object (e.g. text document) to simple or multi-level toolbars on desktop computers. To this end, we introduce KeyTch (pronounced ‘Keetch’), a novel approach for command selection on toolbars based on the combined use of the…

CSCW '20Teams, Groups, and Creativity

ImageSense: An Intelligent Collaborative Ideation Tool to Support Diverse Human-Computer Partnerships

Professional designers create mood boards to explore, visualize, and communicate hard-to-express ideas. We present ImageSense, an intelligent, collaborative ideation tool that combines individual and shared work spaces, as well as collaboration with multiple forms of intelligent agents. In the collection phase, ImageS…

DIS '20Graphic Design & Typography Tools +1

SemanticCollage: Enriching Digital Mood Board Design with Semantic Labels

Designers create inspirational mood boards to express their design ideas visually, through collages of images and text. They find appropriate images and reflect on them as they explore emergent design concepts. After presenting the results of a participatory design workshop and a survey of professional designers, we…

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At a Glance

Institution Snapshot

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UMR GMPA

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Location

France · Europe

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Overall Rank

#350

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Total Papers

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Active Years

2018-2026

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10 researchers · 1 collaborators

Research Profile

Top Research Directions

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AI & Machine Learning Interaction

Generative AI (Text, Image, Music, Video)

Creative Tools & Content Creation

Creative Collaboration & Feedback Systems

Data Visualization & Information Design

Interactive Data Visualization

Environment, Sustainability & Ecological Design

Sustainable HCI

Work, Employment & Workplace Technology

Knowledge Worker Tools & Workflows