• Key topics:

  1. Multimodal Architectures: Strategies for integrating diverse materials science data.

  2. Encoder and Decoder Design: Tailored solutions for important materials science modalities.

  3. Real-World Applications: Demonstrating impactful uses of multimodal learning in materials science.

• Format:
  Papers are limited to four pages, including less than or equal to 5 figures and tables, in the CVPR style. Additional pages containing only cited references are allowed. Please download the CVPR 2025 Author Kit for detailed formatting instructions. 

Papers that are not properly anonymized, or do not use the template, or have more than four pages (excluding references) will be rejected without review.

• Double-Blind Reviewing:
  The reviewing process will follow a double-blind protocol. Authors must ensure their submissions are fully anonymized by removing names, affiliations, acknowledgments, and any other identifying information from the manuscript and supplementary materials.

• Dual-Submission Policy:
  We welcome ongoing and unpublished work. Submissions under review at other venues are allowed, including venues in related fields such as materials science or chemistry. Previously published work is also welcome if it can significantly contribute to the discussions and knowledge-sharing objectives of the workshop. In such cases, authors should explicitly justify their submission of previously published work.

• Non-Archival Venue:
  The workshop is a non-archival venue, meaning there will be no official proceedings. Submissions can be concurrently or subsequently submitted to other conferences or journals without restriction.

• No Rebuttal Phase:
  Please note that there will be no formal rebuttal phase during the reviewing process. Decisions will be made based solely on the initial submissions and reviewer evaluations. However, authors will have the opportunity to provide responses to reviewers through OpenReview.

• Visibility:
  Submitted papers and reviews will not be made public. Only accepted papers (both oral and poster presentations) will be shared on the workshop website.