Concepedia

Preference-guided Design Generation

Preference-Guided Design Generation is a generative design framework that integrates user or model-derived preferences as explicit guidance signals to steer the exploration and synthesis of design alternatives, distinguishing itself from conventional generative methods by prioritizing iterative alignment with evolving subjective or contextual criteria.

16

Publications

1K

Citations

59

Authors

22

Institutions

Publications per year

2017–2026

6

Parents

Publications

16

What inspires designers? Preferences on inspirational approaches during idea generation

Milene Gonçalves, Carlos Cardoso, Petra Badke‐Schaub · Design Studies · 2013 · 293 citations

, , +11

Towards Automatic Personalized Content Generation for Platform Games

Noor Shaker, Georgios N. Yannakakis, Julian Togelius · Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment · 2010 · 225 citations · Full text

, , +17

The preference effect in design concept evaluation

Jan B. Nikander, Lassi A. Liikkanen, Miko Laakso · Design Studies · 2014 · 103 citations

, , +12

Vinci: An Intelligent Graphic Design System for Generating Advertising Posters

Shunan Guo, Zhuochen Jin, Fuling Sun et al. · 2021 · 81 citations

, , +17

Recommendation system for automatic design of magazine covers

Ali Jahanian, Jerry Liu, Qian Lin et al. · 2013 · 60 citations

, , +15

1–5 of 16

Authors

59

  1. XM
    Xiaojuan Ma

    Hong Kong University of Science and Technology, Hong Kong SAR China

    1 publications · 17 citations

    1

    h-index

  2. JL
    Jerry Liu

    Hewlett-Packard (United States), United States

    1 publications · 60 citations

    1

    h-index

  3. CW
    Chao Wu

    Zhejiang University, China

    1 publications · 10 citations

    1

    h-index

  4. WP
    William P. Birmingham

    University of Michigan, United States

    1 publications · 31 citations

    1

    h-index

  5. PS
    Pratyush Sen

    Newcastle University, United Kingdom

    1 publications · 17 citations

    1

    h-index

1–5 of 59

Institutions

22

  1. Kasetsart University

    Bangkok, Thailand

    1 h-index

    1 publications

    18 citations

  2. Imperial College London

    London, United Kingdom

    1 h-index

    5 publications

    50 citations

  3. IT University of Copenhagen

    Copenhagen, Denmark

    1 h-index

    3 publications

    675 citations

  4. Purdue University West Lafayette

    West Lafayette, United States

    1 h-index

    2 publications

    120 citations

  5. Iowa State University

    Ames, United States

    1 h-index

    1 publications

    10 citations

  6. University of Kent

    Canterbury, United Kingdom

    1 h-index

    1 publications

    10 citations

  7. National Cheng Kung University

    Tainan City, Taiwan

    1 h-index

    1 publications

    39 citations

  8. Southern Taiwan University of Science and Technology

    Tainan City, Taiwan

    1 h-index

    1 publications

    39 citations

1–8 of 22

Venues

  1. Design Studies

    2 publications · 396 citations

    2

    h-index

  2. Journal of Mechanical Design

    1 publications · 20 citations

    1

    h-index

  3. 1

    h-index

  4. Journal of Engineering Design

    1 publications · 17 citations

    1

    h-index

  5. 1

    h-index

1–5