Call for Papers

We request anonymized PDF submissions by September 26, 2025, at 11:59PM, AoE (anywhere on earth) through our submission website on CMT.

Papers should present novel work that has not been previously accepted at an archival venue at the time of submission. Submissions should be a maximum of 5 pages (excluding references and appendices) in PDF format, using the NeurIPS style files, and fully anonymized as per the requirements of NeurIPS. The NeurIPS checklist can be omitted from the submission. Submissions meeting these criteria will go through a light, double-blind review process. Reviewer comments will be returned to the authors as feedback.

Accepted papers will be invited to present a poster at the workshop, with nominations of spotlight talks at the discretion of the organizers.

Like last year, authors that commit to open-sourcing code, model weights, and datasets used in the work will be given precedence for spotlight talks. This only affects consideration for spotlights. Submissions that cannot make this commitment will still be considered for posters and will not be penalized for acceptance.

This workshop is considered non-archival, however, authors of accepted contributions will have the option to make their work available through the workshop website. Presentation of work that is concurrently in submission is welcome. We welcome papers sharing encouraging work-in-progress results or forward-looking position papers that would benefit from feedback and community discussion at our workshop.

We ask authors and reviewers to abide by the NeurIPS Rules on use of LLMs. In particular, this means as author you are welcome to use LLMs for any purpose of your submission but are solely responible for the originality and correctness of the submission. Please document responsibly if LLMs were used in implementing the method presented in your submission. Refrain from including any statements to receive favorable reviews from an LLM. All reviewers are forbidden from using LLMs in their evaluation of your work.

We will have a few travel awards available to attend this workshop (not including attendance to the main NeurIPS conference). More details will be announced on the mailing list.