Survey of User Interface Design and Interaction Techniques in Generative AI Applications

R Luera, RA Rossi, A Siu, F Dernoncourt, T Yu… - arXiv preprint arXiv …, 2024 - arxiv.org
The applications of generative AI have become extremely impressive, and the interplay
between users and AI is even more so. Current human-AI interaction literature has taken a …

Architecting novel interactions with generative AI models

MS Bernstein, JS Park, MR Morris, S Amershi… - Adjunct Proceedings of …, 2023 - dl.acm.org
The new generation of generative AI models offers interactive opportunities that may fulfill
long-standing aspirations in human-computer interaction and open doors to new forms of …

Against Generative UI

P Okopnyi, OE Nordberg, F Guribye - Proceedings of the Halfway to the …, 2024 - dl.acm.org
This paper addresses the promising concept of Generative UI, which suggests using AI
capabilities to create dynamic user interfaces that reflect user needs at the moment. We list …

An HCI-Centric Survey and Taxonomy of Human-Generative-AI Interactions

J Shi, R Jain, H Doh, R Suzuki, K Ramani - arXiv preprint arXiv …, 2023 - arxiv.org
Generative AI (GenAI) has shown remarkable capabilities in generating diverse and realistic
content across different formats like images, videos, and text. In Generative AI, human …

Design Principles for Generative AI Applications

JD Weisz, J He, M Muller, G Hoefer, R Miles… - Proceedings of the CHI …, 2024 - dl.acm.org
Generative AI applications present unique design challenges. As generative AI technologies
are increasingly being incorporated into mainstream applications, there is an urgent need …

[PDF][PDF] Gestural inputs as control interaction for generative human-AI co-creation

JJY Chung, M Chang, E Adar - Workshops at the International …, 2021 - scholar.archive.org
While AI-powered generative systems offer new avenues for art-making, directing these
algorithms remains a central challenge. Current methods for steering have focused on …

Designing Expressive Interaction with Generative Artificial Intelligence

P Xiaohan - HHAI 2024: HYBRID HUMAN AI SYSTEMS FOR …, 2024 - ebooks.iospress.nl
Current generative AI interfaces have posed challenges for creative professionals to interact
with AI effectively. To address this issue from an interaction perspective, the primary focus of …

Guidelines for human-AI interaction

S Amershi, D Weld, M Vorvoreanu, A Fourney… - Proceedings of the …, 2019 - dl.acm.org
Advances in artificial intelligence (AI) frame opportunities and challenges for user interface
design. Principles for human-AI interaction have been discussed in the human-computer …

Agentic Workflows for Conversational Human-AI Interaction Design

A Caetano, K Verma, A Taheri, R Kumaran… - arXiv preprint arXiv …, 2025 - arxiv.org
Conversational human-AI interaction (CHAI) have recently driven mainstream adoption of AI.
However, CHAI poses two key challenges for designers and researchers: users frequently …

From explainable to interactive AI: A literature review on current trends in human-AI interaction

M Raees, I Meijerink, I Lykourentzou, VJ Khan… - International Journal of …, 2024 - Elsevier
AI systems are increasingly being adopted across various domains and application areas.
With this surge, there is a growing research focus and societal concern for actively involving …