Instructions
Poster and Spotlight
- maximum poster size is A0 portrait (therefore, landscape posters have a maximum size of A1)
- spotlight presentations will be strictly limited to 2 minutes and maximum 1 slide in PDF format, emailed to us by end-of-day Friday, 5 December.
Call for Abstracts
- Submission Deadline: October 16, 2025 (Anywhere on Earth)
- Notification Date: October 31, 2025 (Anywhere on Earth)
- Submission Portal: openreview
- The workshop is non-archival. Authors are welcome to submit their unpublished, preprint, and previously published work.
What We’re Looking For
We invite half-page, anonymized abstracts addressing practical barriers to real-world implementation of causal methods. Topics include:
- Case studies from health, social, or earth sciences highlighting successes and failures in applying causal methods
- Applications that pose significant challenges or future directions for causal methods development
- Scalability, reproducibility, and practical workflows and software for conducting causal analyses on real data
- Negative results, implementation challenges, and lessons learned from real‑world applications
- Causal methods (discovery, inference, representation learning, etc.) and findings directly relevant to practitioners—addressing actionable questions or readily adoptable in domain practice
We particularly encourage submissions from underrepresented or early‑career researchers and interdisciplinary teams, including applied work, theoretical work with practical relevance, and papers reporting negative results or implementation challenges.
Submission Requirements
- Length: Approximately half-page PDF (plus unlimited extra space for references)
- Format: Anonymized (no author names or identifying information)
- Language: English
Evaluation Criteria
Submissions will be evaluated on relevance to workshop themes, potential for discussion, and contribution to advancing real-world impact of causal methods.
All accepted abstracts will be invited for poster presentations. Selected submissions will also be chosen for 2-3 minute spotlight talks.