Call for Papers: Generative AI in Finance Workshop @ NeurIPS 2025

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Yongjae Lee

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Aug 5, 2025, 6:37:02 AMAug 5
to AI in Finance Worldwide

Dear Colleague,


We are excited to invite submissions to the NeurIPS 2025 Workshop on “Generative AI in Finance”, which will be held in person on December 6 or 7 in San Diego as part of the NeurIPS 2025 conference. 


See the website for detailed information: https://sites.google.com/view/neurips-25-gen-ai-in-finance/home


This interdisciplinary workshop explores the growing synergy between Machine Learning (ML) and Finance.More specifically, this workshop aims to foster cross-disciplinary collaboration at the intersection of generative AI and finance, a high-stakes domain where the integration of domain expertise is essential to the safe and effective deployment of machine learning technologies.


Workshop Themes and Format

Topics of interest include (but are not limited to): 

  • Scenario generation related to finance (e.g., high-dimensional time series, volatility surfaces, limit order dynamics, financial networks)

  • Data scarcity, privacy, and confidentiality-preserving generation

  • Foundation models governed by market structural constraints

  • Robust uncertainty quantification under regime shifts

  • Integrated decision-making: from samples to actions (e.g., hedging, market-making, portfolio construction)

  • Societal and regulatory implications of generative AI in finance

  • Benchmarks and metrics for synthetic financial data

  • Methodological work related to GenAI in finance, even without direct application to financial data


We encourage submissions from researchers across ML, finance, applied probability, and statistics, as well as practitioners from financial industry, regulations, and public sector organizations.


In addition to the poster session and presentation of accepted submissions, the workshop will feature several keynote talks, panel discussions, and plenty of opportunities to interact among participants.


Paper Submission

Submissions are limited to at most 4 pages of the main body (excluding references), in the NeurIPS conference proceedings format (please see https://neurips.cc/Conferences/2025/CallForPapers). 


Submissions are non-anonymous and non-archival. We welcome submissions based on preliminary working progress, work under review, or work that has already been published in prior venues. In particular, papers based on work under review or prior publication are allowed and encouraged. For papers based on preliminary working progress, submission to the workshop will not preclude future journal or conference publication. 


All accepted papers will be presented in an elaborate poster session at the workshop. In addition, several selected papers will be chosen as “spotlight” for oral presentations. 


Submissions should be made via OpenReview: https://openreview.net/group?id=NeurIPS.cc/2025/Workshop/GenAI_in_Finance

 

Submission Deadline: August 31, 2025 (Anywhere on Earth)

Notification of Acceptance: By September 22, 2025

Workshop Date: December 6 or December 7, 2025


If you have any questions or would like additional information, please feel free to reach out to us via: genaifin...@gmail.com. 


Please feel free to share this call with your colleagues and collaborators. We look forward to your submissions and hope to see you in December at NeurIPS 2025!


The organizing team 

Randall Balestriero, Yinbin Han, Eric Jaiwei He, Yongjae Lee, Atlas Wang, Renyuan Xu, and Yu Yu

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