Procedural eXpression Lab (PXL)

Publikation

Publikationer pr. år 2021 2021 2022 2023 2024

• 19 Konferencebidrag i proceedings
• 4 Tidsskriftartikel
• 3 Paper
• 1 Konferenceartikel

Publikationer pr. år

Publikationer pr. år

Søgeresultater

• 2024

  Machine Learning Processes as Sources of Ambiguity: Insights from AI Art

  Sivertsen, C., Salimbeni, G., Løvlie, A. S., Benford, S. & Zhu, J., 11 maj 2024, Proceedings of the 2024 CHI Conference on Human Factors in Computing Systems. New York, NY, USA: Association for Computing Machinery, s. 1-14 14 s. 165

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  • Machine Learning 100%
  • AI Art 100%
  • Machine Learning Workflow 100%
  • Artificial Intelligence 100%
  • Learning Process 100%
• 2023

  Designing for Playfulness in Human-AI Authoring Tools

  Liapis, A., Guckelsberger, C., Zhu, J., Harteveld, C., Kriglstein, S., Denisova, A., Gow, J. & Preuss, M., 2023, Proceedings of the 18th International Conference on the Foundations of Digital Games. s. 1-4 4 s.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

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  Fil

• Distribution fairness in multiplayer AI using shapley constraints

  Gray, R. C., Zhu, J. & Ontañón, S., 2023, Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment. Bind 19. s. 233-243 11 s.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

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  Fil

• Improving Fairness in Adaptive Social Exergames via Shapley Bandits

  Gray, R. C., Villareale, J., Fox, T. B., Dallal, D. H., Ontañón, S., Arigo, D., Jabbari, S. & Zhu, J., 2023, Proceedings of the 28th International Conference on Intelligent User Interfaces. Association for Computing Machinery, s. 322-336 15 s.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

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  Fil

• Integrating Players’ Perspectives in AI-Based Games: Case Studies of Player-AI Interaction Design

  Villareale, J., Maram, S. S., Zhu, J. & El-Nasr, M. S., 2023, Proceedings of the 18th International Conference on the Foundations of Digital Games. s. 1-9 9 s.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

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  Fil

• Re-trainable Procedural Level Generation via Machine Learning (RT-PLGML) as Game Mechanic

  Cooper, S., Halina, E., Zhu, J. & Guzdial, M., 2023, Proceedings of the 18th International Conference on the Foundations of Digital Games. s. 1-3 3 s.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

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  Fil

• " What else can I do?" Examining the Impact of Community Data on Adaptation and Quality of Reflection in an Educational Game

  Kleinman, E., Villareale, J., Shergadwala, M. N., Teng, Z., Bryant, A., Zhu, J. & El-Nasr, M. S., 2023, Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems. s. 1-12 12 s.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil
• 2022

  Fashion Style Generation: Evolutionary Search with Gaussian Mixture Models in the Latent Space

  Grabe, I., Zhu, J. & Agirrezabal, M., 2022, Artificial Intelligence in Music, Sound, Art and Design. EvoMUSART 2022. Lecture Notes in Computer Science, vol 13221. Springer, Cham. https://doi.org/10.1007/978-3-031-03789-4_6.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Fil

  • Evolutionary Search 100%
  • Fashion Style 100%
  • Latent Space 100%
  • Gaussian Mixture Model 100%
  • Gaussian Mixture 50%

• The Need for Explainability in AI-Based Creativity Support Tools

  Liapis, A. & Zhu, J., 2022, Proceedings of the Human Centered AI workshop at NeurIPS 2022. 3 s.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Artificial Intelligence 100%
  • Explainability 100%
  • Creativity Support 100%
  • Tool Design 100%
  • Deep Learning 66%

• Towards a Framework for Human-AI Interaction Patterns in Co-Creative GAN Applications

  Grabe, I., Duque, M. G., Risi, S. & Zhu, J., 2022, Joint Proceedings of the ACM IUI Workshops 2022, March 2022, Helsinki, Finland.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

• Towards a Framework for Human-AI Interaction Patterns in Co-Creative GAN Applications

  Grabe, I., Duque, M. G. & Zhu, J., 2022, Proceeding of the 3rd Workshop on Human-AI Co-Creation with Generative Models (HAI-GEN ‘22)at ACM IUI Workshops.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Interaction Patterns 100%
  • Co-creative 100%
  • Generative Adversarial Networks 100%
  • Human-AI Interaction 100%
  • Network Applications 100%

• Towards an Understanding of How Players Make Meaning from Post-Play Process Visualizations

  Kleinman, E., Villareale, J., Shergadwala, M., Teng, Z., Bryant, A., Zhu, J. & Seif El-Nasr, M., 2022, Proceedings of the International Conference on Entertainment Computing. Springer Nature, s. 47-58

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Fil

  • Process Visualization 100%
  • Visualization Process 100%
  • Step Process 100%
  • Game Data 33%
  • Knowledge-how 33%

• Towards Better User Requirements: How to Involve Human Participants in XAI Research

  Nguyen, I. & Zhu, J., 2022, Proceeding of the Human Centered AI workshop at NeurIPS 2022.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • User Requirement 100%
  • Explainable Artificial Intelligence 100%
  • Human Participant 100%
  • User Requirements 100%
  • Explainable AI 33%
• 2021

  Multiplayer Modeling via Multi-Armed Bandits

  Gray, R. C., Zhu, J. & Ontañón, S., 2021, 2021 IEEE Conference on Games (CoG). s. 01-08 8 s.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Fil

  • Player Modeling 100%
  • Multi-arm Bandit 100%
  • Artificial Intelligence 100%
  • Multiplayer Game 100%
  • User Model 25%

• Personalization Paradox in Behavior Change Apps: Lessons from a Social Comparison-Based Personalized App for Physical Activity

  Zhu, J., Dallal, D. H., Gray, R. C., Villareale, J., Ontañón, S., Forman, E. M. & Arigo, D., 2021, Proceedings of the ACM on Human-Computer Interaction - CSCW. s. 1-21 116. (Proceedings of the ACM on Human-Computer Interaction - CSCW).

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Fil

  • Personalization Paradox 100%
  • Social Comparison 100%
  • Comparison-based 100%
  • Artificial Intelligence 33%
  • Multi-arm Bandit 16%

• Player-AI Interaction: What Neural Network Games Reveal About AI as Play

  Zhu, J., Villareale, J., Javvaji, N., Risi, S., Löwe, M., Weigelt, R. & Harteveld, C., maj 2021, CHI '21: Proceedings of the 2021 CHI Conference on Human Factors in Computing Systems. 77

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Neural Network 100%
  • Artificial Intelligence 100%
  • Network Games 100%
  • Intelligent Interaction 62%
  • Interaction Patterns 12%

• The Personalization Paradox: the Conflict between Accurate User Models and Personalized Adaptive Systems

  Ontañón, S. & Zhu, J., 2021, IUI '21 Companion: 26th International Conference on Intelligent User Interfaces. Association for Computing Machinery, s. 64-66 3 s.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Fil

  • Adaptive Systems 100%
  • Exergames 100%
  • Physical Exercise 100%
  • Personalized Adaptive System 100%
  • Personalization System 100%

• Understanding Mental Models of AI through Player-AI Interaction

  Zhu, J. & Villareale, J., 2021, Extended Abstracts of the 2021 CHI Conference on Human Factors in Computing Systems (CHI EA '21). 11

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Åben adgang

  Fil

  • Mental Models 100%
  • Artificial Intelligence 100%
  • Mental models 100%
  • AI Systems 66%
  • Human-centered AI 33%

• “Try, Try, Try Again:” Sequence Analysis of User Interaction Data with a Voice User Interface

  Myers, C. M., Laris Pardo, L. F., Acosta-Ruiz, A., Canossa, A. & Zhu, J., 2021, CUI 2021-3rd Conference on Conversational User Interfaces. s. 1-8 8 s.

  Publikation: Konference artikel i Proceeding eller bog/rapport kapitel › Konferencebidrag i proceedings › Forskning › peer review

  Fil

  • User Interfaces 100%
  • User Interaction 100%
  • Human-Computer Interaction 20%
  • Analysis Technique 20%
  • Cluster Analysis 20%