Research papers
Reporting new results in human-AI co-creativity and generative AI.
Machine Learning/CORE Unranked
GenAICreativity@ICML2026 2026
ICML 2026 Workshop on Human-AI Co-Creativity
The GenAICreativity@ICML2026 workshop explores opportunities and challenges in human-AI co-creativity, focusing on how generative AI can support open-ended creative tasks in domains like design, art, science, and education. It aims to build a multilingual community of researchers, industry professionals, and practitioners to address issues such as idea homogeneity, copyright, authorship, and the design of creativity-centric AI systems.
Key deadlines
Verified September 9, 2026Full paper
May 9, 2026
AoE
Workshop timeline
Submission and decisions
Full paperKey deadline
May 9, 2026 · AoE
Paper fit
Contribution paths
A strong submission should clearly identify its contribution and evaluate it appropriately.
Position papers
Presenting novel viewpoints or field experiences.
Artefact or benchmark papers
Focusing on the creation or evaluation of artefacts or benchmarks for creativity assessment.
Work-in-progress papers
Shorter submissions presenting early-stage work.
Research areas in scope
01
Human-AI Co-Creativity
Sharing viewpoints, artefacts, or field experiences of using generative AI in creative domainsExploring the role of creativity and diversity of generative AI models across domains (e.g., art, game development, scientific ideation)Developing novel methods to improve creativity/diversity of generative models (e.g., creativity-centric rewards, persona conditioning)Designing new architectures for creativity-centric models suitable for human-AI co-creationCurating benchmarks and shared resources for evaluating AI creativity in human-in-the-loop settingsSharing viewpoints on concerns and long-term consequences of generative AI on creative professionsExploring novel interfaces and interaction paradigms to combat design fixation and idea homogeneityDeveloping safeguarding methods to validate content authenticity (e.g., human vs. AI authorship)Investigating how to attribute or reward human creativity in co-creation with generative AI
Policies worth checking twice
- Submissions must be in PDF format using the ICML 2026 LaTeX style file.
- Papers must be 4-8 pages of main content; additional pages for references and appendices are allowed but not reviewed.
- The reviewing process is double-blind; all submissions must be anonymous.
- The author list cannot be changed after the submission deadline.
- All authors must have an OpenReview profile before submission.
- New OpenReview profiles without institutional email require moderation (up to two weeks).
- Reciprocal reviewing is required: one author of each submission must be willing to serve as a reviewer.
- Accepted papers will be published as non-archival reports on the workshop website.
Official sources
Compiled from the official call for papers. The organizers’ pages remain authoritative.
Last verified September 9, 2026