Generative AI-enhanced human-AI collaborative conceptual design: A systematic literature review

No abstract is available for this paper.

• Publication year

  2025

• Venue

  Design Studies

• Publication date

  2025-03-01

• Fields of study

  Not labeled

• Identifiers
  DOI 10.1016/j.destud.2025.101300
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• A user-centred collective system design approach for Smart Product-Service Systems: A case study on fitness product design

  2024cited by this paper
• C2Ideas: Supporting Creative Interior Color Design Ideation with a Large Language Model

  2024cited by this paper
• Using Generative AI Midjourney to enhance divergent and convergent thinking in an architect’s creative design process

  2024cited by this paper
• SimUser: Generating Usability Feedback by Simulating Various Users Interacting with Mobile Applications

  2024cited by this paper
• Fashioning Creative Expertise with Generative AI: Graphical Interfaces for Design Space Exploration Better Support Ideation Than Text Prompts

  2024cited by this paper
• RealtimeGen: An Intervenable AI Image Generation System for Commercial Digital Art Asset Creators

  2024cited by this paper
• DesignFusion: Integrating Generative Models for Conceptual Design Enrichment

  2024cited by this paper
• From Paper to Card: Transforming Design Implications with Generative AI

  2024cited by this paper
• How does AI promote design iteration? The optimal time to integrate AI into the design process

  2023cited by this paper
• Jigsaw: Supporting Designers to Prototype Multimodal Applications by Chaining AI Foundation Models

  2023cited by this paper
• Designing Participatory AI: Creative Professionals’ Worries and Expectations about Generative AI

  2023cited by this paper
• A Comprehensive Survey of AI-Generated Content (AIGC): A History of Generative AI from GAN to ChatGPT

  2023cited by this paper
• Exploring Challenges and Opportunities to Support Designers in Learning to Co-create with AI-based Manufacturing Design Tools

  2023cited by this paper
• Designerly Understanding: Information Needs for Model Transparency to Support Design Ideation for AI-Powered User Experience

  2023cited by this paper
• Generative Design: Reframing the Role of the Designer in Early-Stage Design Process

  2023cited by this paper
• V4Design: Intelligent Analysis and Integration of Multimedia Content for Creative Industries

  2023cited by this paper
• Elicitation and Evaluation of Hand-based Interaction Language for 3D Conceptual Design in Mixed Reality

  2023cited by this paper
• The Influence of Digital Sketching Tools on Concept Novelty and Evolution

  2023cited by this paper
• Decentering Through Design: Bridging Posthuman Theory with More-than-Human Design Practices

  2023cited by this paper
• Make LLM a Testing Expert: Bringing Human-Like Interaction to Mobile GUI Testing via Functionality-Aware Decisions

  2023cited by this paper
• XCreation: A Graph-based Crossmodal Generative Creativity Support Tool

  2023cited by this paper
• Understanding Design Collaboration Between Designers and Artificial Intelligence: A Systematic Literature Review

  2023cited by this paper
• User Experience Design Professionals’ Perceptions of Generative Artificial Intelligence

  2023cited by this paper
• Towards Human-AI Collaborative Architectural Concept Design via Semantic AI

  2023cited by this paper
• Ten years of generative adversarial nets (GANs): a survey of the state-of-the-art

  2023cited by this paper
• Artificial intelligence (AI) for user experience (UX) design: a systematic literature review and future research agenda

  2023cited by this paper
• Generative AI and ChatGPT: Applications, challenges, and AI-human collaboration

  2023cited by this paper
• Understanding inspiration: Insights into how designers discover inspirational stimuli using an AI-enabled platform

  2023cited by this paper
• GANCollage: A GAN-Driven Digital Mood Board to Facilitate Ideation in Creativity Support

  2023cited by this paper
• Creativity Support in AI Co-creative Tools: Current Research, Challenges and Opportunities

  2023cited by this paper
• A comparative review on the role of stimuli in idea generation

  2023cited by this paper
• CausalMapper: Challenging designers to think in systems with Causal Maps and Large Language Model

  2023cited by this paper
• Harnessing Multi-Domain Knowledge for User-Centric Product Conceptual Design

  2023cited by this paper
• Investigating Semantically-enhanced Exploration of GAN Latent Space via a Digital Mood Board

  2023cited by this paper
• Fashioning the Future: Unlocking the Creative Potential of Deep Generative Models for Design Space Exploration

  2023cited by this paper
• Layout Generation for Various Scenarios in Mobile Shopping Applications

  2023cited by this paper
• Magical Brush: A Symbol-Based Modern Chinese Painting System for Novices

  2023cited by this paper
• Designing Creative AI Partners with COFI: A Framework for Modeling Interaction in Human-AI Co-Creative Systems

  2022cited by this paper
• ”I don’t want to feel like I’m working in a 1960s factory”: The Practitioner Perspective on Creativity Support Tool Adoption

  2022cited by this paper
• The Ideation Compass: supporting interdisciplinary creative dialogues with real time visualization

  2022cited by this paper
• Too Late to be Creative? AI-Empowered Tools in Creative Processes

  2022cited by this paper
• BO as Assistant: Using Bayesian Optimization for Asynchronously Generating Design Suggestions

  2022cited by this paper
• Enabling multi-modal search for inspirational design stimuli using deep learning

  2022cited by this paper
• Analysis of sentiment expressions for user-centered design

  2021cited by this paper
• Analysing frequent natural language expressions from design conversations

  2021cited by this paper
• FashionQ: An AI-Driven Creativity Support Tool for Facilitating Ideation in Fashion Design

  2021cited by this paper
• Generative Adversarial Networks

  2021cited by this paper
• Plausibility of CAAD in Conceptual Design: Challenges in Architectural Engineering for Early-Stage Digital Design Tools

  2021cited by this paper
• Artificial intelligence applied to conceptual design. A review of its use in architecture

  2021cited by this paper
• Design Heuristics for Artificial Intelligence: Inspirational Design Stimuli for Supporting UX Designers in Generating AI-Powered Ideas

  2021cited by this paper
• Diffusion Models Beat GANs on Image Synthesis

  2021cited by this paper
• desAIner: Exploring the Use of ”Bad” Generative Adversarial Networks in the Ideation Process of Fashion Design

  2021cited by this paper
• Designing Co-Creative AI for Virtual Environments

  2021cited by this paper
• Studying the Impact of AI-based Inspiration on Human Ideation in a Co-Creative Design System

  2021cited by this paper
• Using an Immersive Virtual Reality Design Tool to Support Cognitive Action and Creativity: Educational Insights from Fashion Designers

  2021cited by this paper
• Leveraging End-User Data for Enhanced Design Concept Evaluation: A Multimodal Deep Regression Model

  2021cited by this paper
• AI-generated characters for supporting personalized learning and well-being

  2021cited by this paper
• Machine Learning-Based Design Concept Evaluation

  2020cited by this paper
• EmoG: Supporting the Sketching of Emotional Expressions for Storyboarding

  2020cited by this paper
• ImageSense: An Intelligent Collaborative Ideation Tool to Support Diverse Human-Computer Partnerships

  2020cited by this paper
• PlotThread: Creating Expressive Storyline Visualizations using Reinforcement Learning

  2020cited by this paper
• It Is Your Turn: Collaborative Ideation With a Co-Creative Robot through Sketch

  2020cited by this paper
• Investigating a Mixed-Initiative Workflow for Digital Mind-Mapping

  2020cited by this paper
• Using Computer-Generated Examples to Support Idea Generation

  2020cited by this paper
• From Architectural Requirements to Physical Creations: An Algorithmic-based Approach for Façade Design

  2020cited by this paper
• Characterization of Models for Identifying Physical and Cognitive Frailty in Older Adults With Diabetes: Systematic Review and Meta-Analysis

  2020cited by this paper
• SketchingInterfaces: A Tool for Automatically Generating High-Fidelity User Interface Mockups from Hand-Drawn Sketches

  2020cited by this paper
• ICONATE: Automatic Compound Icon Generation and Ideation

  2020cited by this paper
• Interactive hand pose estimation using a stretch-sensing soft glove

  2019cited by this paper
• Semantic photo manipulation with a generative image prior

  2019cited by this paper
• The situated function-behavior-structure co-design model

  2019cited by this paper
• Does the use of synchrony and artificial intelligence in video interviews affect interview ratings and applicant attitudes?

  2019cited by this paper
• Eve: A Sketch-based Software Prototyping Workbench

  2019cited by this paper
• Shape Structuralizer: Design, Fabrication, and User-driven Iterative Refinement of 3D Mesh Models

  2019cited by this paper
• Crowdsourcing inspiration: Using crowd generated inspirational stimuli to support designer ideation

  2019cited by this paper
• Mapping the Landscape of Creativity Support Tools in HCI

  2019cited by this paper
• Why HCI and Creativity Research Must Collaborate to Develop New Creativity Support Tools

  2018cited by this paper
• Explainable AI for Designers: A Human-Centered Perspective on Mixed-Initiative Co-Creation

  2018cited by this paper
• Exploring Biases Between Human and Machine Generated Designs

  2018cited by this paper
• A LOOK AT THE RESEARCH ON DESIGN IDEA GENERATION IN INDUSTRIAL DESIGN: LITERATURE REVIEW FROM 2003 TO 2017

  2018cited by this paper
• I Lead, You Help but Only with Enough Details: Understanding User Experience of Co-Creation with Artificial Intelligence

  2018cited by this paper
• The Combinator – a computer-based tool for creative idea generation based on a simulation approach

  2018cited by this paper
• Chromotype: A Computer-Assisted Design Tool for Palette Generation

  2018cited by this paper
• Rewire: Interface Design Assistance from Examples

  2018cited by this paper
• DeepWear: a Case Study of Collaborative Design between Human and Artificial Intelligence

  2018cited by this paper
• Twenty Years of Creativity Research in Human-Computer Interaction: Current State and Future Directions

  2018cited by this paper
• The Analogy Retriever – an idea generation tool

  2017cited by this paper
• Analogy Mining for Specific Design Needs

  2017cited by this paper
• Image Style Transfer Using Convolutional Neural Networks

  2016cited by this paper
• Co-Creative Drawing Agent with Object Recognition

  2016cited by this paper
• IdeaHound: Improving Large-scale Collaborative Ideation with Crowd-Powered Real-time Semantic Modeling

  2016cited by this paper
• Empirically Studying Participatory Sense-Making in Abstract Drawing with a Co-Creative Cognitive Agent

  2016cited by this paper
• Automated Service Core Generator in Autodesk Dynamo Embedded Design Intelligence aiding rapid generation of design options

  2016cited by this paper
• Development of a mobile app for generating creative ideas based on exploring designers' on-line resource searching and retrieval behavior

  2016cited by this paper
• Human creativity can be facilitated through interacting with a social robot

  2016cited by this paper
• Exploring the Design-Space: The Authorial Game Evolution Tool Case-Study

  2016cited by this paper
• The Effect of Image Stimulus on Conceptual Combination in the Design Idea Generation Process

  2014cited by this paper
• Representation in Early Stage Design: An Analysis of the Influence of Sketching and Prototyping in Design Projects

  2012cited by this paper
• Creative patterns and stimulation in conceptual design

  2010cited by this paper
• An annotation model to reduce ambiguity in design communication

  2009cited by this paper

• Generative AI-enabled chatbots for user-centred design: a state-of-the-art review

  2026cites this paper
• Experimental study on improving the quality of interdisciplinary design: Collaborate with AI psychology experts for design develop process

  2026cites this paper
• From deep learning to generative AI: research status and prospects of product appearance design in the artificial intelligence era

  2026cites this paper
• Human–generative AI cooperation and knowledge collaboration in online knowledge communities: an analysis based on adaptive structuration theory for individuals

  2026cites this paper
• MeepleLM: A Virtual Playtester Simulating Diverse Subjective Experiences

  2026cites this paper
• A critical review on additive manufacturing of refractory alloys from a data analytics perspective- beyond nickel-based superalloys

  2026cites this paper
• An empirical study of cognitive load and constraint-driven innovation in the early phase of product design within a digitally mediated medium

  2026cites this paper
• Multi-PDAI: integrating multimodal GenAI models for participatory design

  2026cites this paper
• Advancing a Sustainable Human–AI Collaboration Ecosystem in Interface Design: A User-Centered Analysis of Interaction Processes and Design Opportunities Based on Participants from China

  2026cites this paper
• Does generative AI dependence foster creativity? Evidence from sports undergraduates

  2026cites this paper
• Generative AI for interdisciplinary collaborative design: an agent-based workflow orchestration framework guided by R³ invariants

  2026cites this paper
• Impact of image-generation tool on designers’ cognitive styles and design performance during product conceptual design

  2026cites this paper
• A Generative AI-Driven Industrial Design Framework for Human–GenAI Co-Creation

  2026cites this paper
• A Comparative Evaluation of Multimodal Generative AI as an Early-Stage Biophilic Design Assistant

  2026cites this paper
• A comparative analysis of generative AI adoption among design professionals in China and the United Kingdom: a UTAUT perspective

  2026cites this paper
• Advanced Technologies in Creative Architectural Design: A Systematic Review

  2025cites this paper
• Intelligent Product Concept Design Method Based on Semantics of Competing E-Commerce Products

  2025cites this paper
• Artificial Intelligence (AI) Applications in Construction Industry: A Big Data-driven Bibliometric Analysis

  2025cites this paper
• Research on Retrieval-Augmented Architecture Design and Implications for Generative AI-Powered Question-Answering Teaching Assistant Systems

  2025cites this paper
• LLM-Driven Agentic AI Multi-Agent Workflow for Visual Design within the Double Diamond Model: Framework and Prototype System

  2025cites this paper
• THE ROLE OF AI IN CONTEMPORARY ART: CAN AI WORK BE CONSIDERED "ORIGINAL" ART?

  2025cites this paper
• Investigating intelligent generation of multimodal creative stimuli in conceptual design: strategies and implications

  2025cites this paper
• Students’ attitudes and sentiments toward AI-generated images: deep learning-based social media text mining

  2025cites this paper
• A Critical Analysis of Generative AI: Challenges, Opportunities, and Future Research Directions

  2025cites this paper
• Factors influencing attitudes and behavioral intentions toward GenAI in creative collaboration: A cross-cultural comparison via a hybrid multistage approach

  2025cites this paper
• Meta-X design: from tools to partners in human–machine co–creation for industry 5.0

  2025cites this paper
• From computation to curation: Expanding the boundaries of design practice

  2025cites this paper
• From Digital Inclusion to Digital Symbiosis: Intergenerational Pathways for Humanistic AI and Social Cohesion

  2025cites this paper
• Ceci N'est Pas un Drone: Investigating the Impact of Design Representation on Design Decision Making When Using GenAI

  2025cites this paper
• A review of AI-based product shape generation technologies: trends, challenges, and future directions

  2025cites this paper
• Comparing student designers’ metacognition and design processes with and without generative AI: a preliminary study

  2025cites this paper
• Research on Personalized Teaching of Human Resource Management Driven By Artificial Intelligence

  2025cites this paper
• How to Harness LLMs in Project-Based Learning: Empirical Evidence for Individual Autonomy and Moderate Constraints in Engineering Education

  2025cites this paper
• Design and Evaluation of a Multimodal Perception-Driven AI and AR Converged Female Family Rehabilitation System

  2025cites this paper