Janin Koch

According to our database, Janin Koch authored at least 19 papers between 2016 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Design Generative AI for Practitioners: Exploring Interaction Approaches Aligned with Creative Practice.

Xiaohan Peng, Wendy E. Mackay, Janin Koch

CoRR, March, 2026

How Hyper-Datafication Impacts the Sustainability Costs in Frontier AI.

Sophia N. Wilson, Sebastian Mair, Mophat Okinyi, Erik B. Dam, Janin Koch, Raghavendra Selvan

Proceedings of the 2026 ACM Conference on Fairness, Accountability, and Transparency, 2026

DesignTrace: Exploring, Iterating and Tracking Design Alternatives with GenAI.

Xiaohan Peng, Debanjana Haldar, Wendy E. Mackay, Janin Koch

Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems, 2026

2025

Combining Human-centred Explainability and Explainable AI.

Janin Koch, Vítor Fortes Rey

CoRR, July, 2025

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

Xiaohan Peng, Janin Koch, Wendy E. Mackay

Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems, 2025

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

Eya Ben Chaaben, Janin Koch, Wendy E. Mackay

Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems, 2025

The Role of Design in the Future of Human-AI Interaction.

Janin Koch, Wendy E. Mackay, Albrecht Schmidt

Proceedings of the Adjunct Proceedings of the Sixth Decennial Aarhus Conference: Computing X Crisis, 2025

2024

DesignPrompt: Using Multimodal Interaction for Design Exploration with Generative AI.

Xiaohan Peng, Janin Koch, Wendy E. Mackay

Proceedings of the Designing Interactive Systems Conference, 2024

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

Inês Lobo, Janin Koch, Jennifer Renoux, Inês Batina, Rui Prada

Proceedings of the Designing Interactive Systems Conference, 2024

2023

Integrating AI in Human-Human Collaborative Ideation.

Joongi Shin, Janin Koch, Andrés Lucero, Peter Dalsgaard, Wendy E. Mackay

Proceedings of the Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems, 2023

2021

Agency in Co-Creativity: Towards a Structured Analysis of a Concept.

Janin Koch, Prashanth Thattai Ravikumar, Filipe Calegario

Proceedings of the Twelfth International Conference on Computational Creativity, 2021

2020

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

Janin Koch, Nicolas Taffin, Michel Beaudouin-Lafon, Markku Laine, Andrés Lucero, Wendy E. Mackay

Proc. ACM Hum. Comput. Interact., 2020

Where Art Meets Technology: Integrating Tangible and Intelligent Tools in Creative Processes.

Janin Koch, Jennifer Pearson, Andrés Lucero, Miriam Sturdee, Wendy E. Mackay, Makayla Lewis, Simon Robinson

Proceedings of the Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems, 2020

SemanticCollage: Enriching Digital Mood Board Design with Semantic Labels.

Janin Koch, Nicolas Taffin, Andrés Lucero, Wendy E. Mackay

Proceedings of the DIS '20: Designing Interactive Systems Conference 2020, 2020

2019

May AI?: Design Ideation with Cooperative Contextual Bandits.

Janin Koch, Andrés Lucero, Lena Hegemann, Antti Oulasvirta

Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

2018

Group Cognition and Collaborative AI.

Janin Koch, Antti Oulasvirta

Proceedings of the Human and Machine Learning, 2018

Aalto Interface Metrics (AIM): A Service and Codebase for Computational GUI Evaluation.

Antti Oulasvirta, Samuli De Pascale, Janin Koch, Thomas Langerak, Jussi Jokinen, Kashyap Todi, Markku Laine, Manoj Kristhombuge, Yuxi Zhu, Aliaksei Miniukovich, Gregorio Palmas, Tino Weinkauf

Proceedings of the 31st Annual ACM Symposium on User Interface Software and Technology Adjunct Proceedings, 2018

2017

Design implications for Designing with a Collaborative AI.

Janin Koch

Proceedings of the 2017 AAAI Spring Symposia, 2017

2016

Computational Layout Perception using Gestalt Laws.

Janin Koch, Antti Oulasvirta

Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems, 2016