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NeurIPS 2025 Workshop GenAI in Finance Submissions

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Data-driven Feynman–Kac Discovery with Applications to Prediction and Data Generation
Qi Feng, Guang Lin, Purav Matlia, Denny Serdarevic
- Published: 21 Nov 2025, Last Modified: 14 Jan 2026
- GenAI in Finance Poster
- Readers: Everyone
Scenario Generation and Stress Testing for Cryptocurrency Markets using GAN and Diffusion-Based Generative Models
Hassan OUKHOUYA
- Published: 21 Nov 2025, Last Modified: 14 Jan 2026
- GenAI in Finance Poster
- Readers: Everyone
FRED Guard: Efficient Financial Compliance Detection with ModernBERT
Joy Shi, Kuan-Wei Huang, Kevin Wu, Likun Tan
- Published: 21 Nov 2025, Last Modified: 14 Jan 2026
- GenAI in Finance Poster
- Readers: Everyone
Neural Generative Modeling of Order Statistics
Jean Pachebat
- Published: 21 Nov 2025, Last Modified: 14 Jan 2026
- GenAI in Finance Poster
- Readers: Everyone
AuditCopilot: Leveraging LLMs for Fraud Detection in Double-Entry Bookkeeping
Md Abdul Kadir, Sai Suresh Macharla Vasu, Sidharth S. Nair, Daniel Sonntag
- Published: 21 Nov 2025, Last Modified: 14 Jan 2026
- GenAI in Finance Poster
- Readers: Everyone
Risk-Sensitive Q-Learning in Continuous Time with Application to Dynamic Portfolio Selection
Chuhan Xie
- Published: 21 Nov 2025, Last Modified: 14 Jan 2026
- GenAI in Finance Poster
- Readers: Everyone
A Transformer Architecture for Learning Trading Strategies
Chris Mascioli, Michael P. Wellman
- Published: 21 Nov 2025, Last Modified: 14 Jan 2026
- GenAI in Finance Poster
- Readers: Everyone
Instruction Following for Finance: Verifying language models’ ability to follow complex financial instructions
Glenn Matlin, Siddharth, Anirudh JM, Aditya Shukla, Yahya Hassan, Sudheer Chava
- Published: 21 Nov 2025, Last Modified: 14 Jan 2026
- GenAI in Finance Poster
- Readers: Everyone
Are Foundation Models Useful for Bankruptcy Prediction?
Marcin Kostrzewa, Oleksii Furman, Roman Furman, Sebastian Tomczak, Maciej Zieba
- Published: 21 Nov 2025, Last Modified: 14 Jan 2026
- GenAI in Finance Poster
- Readers: Everyone
MASCA: LLM-based Multi-Agent System for Credit Assessment
Gautam Jajoo, Atharva Pandey, Pranjal A Chitale
- Published: 21 Nov 2025, Last Modified: 14 Jan 2026
- GenAI in Finance Poster
- Readers: Everyone
FinZero: Launching Multimodal Financial Time-Series Reasoning
Yanlong Wang, Jian Xu
- Published: 21 Nov 2025, Last Modified: 14 Jan 2026
- GenAI in Finance Poster
- Readers: Everyone
Operationalising LLMs for Compliance-Critical Letter Writing in Financial Services
Devesh Batra, Alexandros Anatolakis, John Hartley, Jude King, Greig A Cowan, Raad Khraishi
- Published: 21 Nov 2025, Last Modified: 14 Jan 2026
- GenAI in Finance Poster
- Readers: Everyone
Confidence-Gated LLM Synthesis for Enhanced Multi-Class Sentiment Analysis in Financial Texts
YongKyung Oh, Jaesun Yeom
- Published: 21 Nov 2025, Last Modified: 14 Jan 2026
- GenAI in Finance Poster
- Readers: Everyone
zkFinGPT: Zero-Knowledge Proofs for Financial Generative Pre-trained Transformers
Ningjie Li, Keyi Wang, Xiaoli Zhi, Weiqin Tong, Xiao-Yang Liu
- Published: 21 Nov 2025, Last Modified: 14 Jan 2026
- GenAI in Finance Poster
- Readers: Everyone
From Similarity to Consequences: Decision-Oriented Evaluation of Market Digest Generation
Yu-Shiang Huang, Chuan-Ju Wang, Chung-Chi Chen
- Published: 21 Nov 2025, Last Modified: 14 Jan 2026
- GenAI in Finance Poster
- Readers: Everyone
Data-Efficient Realized Volatility Forecasting with Vision Transformers
Emi Soroka, Artem Arzyn
- Published: 21 Nov 2025, Last Modified: 14 Jan 2026
- GenAI in Finance Poster
- Readers: Everyone
Is All the Information in the Price? LLM Embeddings versus the EMH in Stock Clustering
Bingyang Wang, Grant Johnson, Tucker Balch, Maria Hybinette
- Published: 21 Nov 2025, Last Modified: 14 Jan 2026
- GenAI in Finance Poster
- Readers: Everyone
Algorithmic Trading vs Human-Led Strategies: Performance, Risks, and a Hybrid Path Forward
Pratik Kumar
- Published: 21 Nov 2025, Last Modified: 14 Jan 2026
- GenAI in Finance Poster
- Readers: Everyone
Financial TimeSeries Reasoning Benchmarks at Scale
Malgorzata Gwiazda, Yifu Cai, Mononito Goswami, Artur Dubrawski
- Published: 21 Nov 2025, Last Modified: 14 Jan 2026
- GenAI in Finance Poster
- Readers: Everyone
Reasoning-Guided Evolutionary Prompt Optimization for Improved Financial Problem Solving
Leandro A. Loss, Pratikkumar Dhuvad
- Published: 21 Nov 2025, Last Modified: 14 Jan 2026
- GenAI in Finance Poster
- Readers: Everyone
Controllable Financial Market Generation with Diffusion Guided Meta Agent
Yu-Hao Huang, Chang Xu, Yang Liu, Weiqing Liu, Wu-Jun Li, Jiang Bian
- Published: 21 Nov 2025, Last Modified: 14 Jan 2026
- GenAI in Finance Poster
- Readers: Everyone
Using Generative AI to Retrieve and Analyze CEO Compensation Consultant Information from Public Corpora
Kwan Sean Lee
- Published: 21 Nov 2025, Last Modified: 14 Jan 2026
- GenAI in Finance Poster
- Readers: Everyone
FinAudio: A Benchmark for Audio Large Language Models in Financial Applications
Yupeng Cao, Haohang Li, Yangyang Yu, Shashidhar Reddy Javaji, Yueru He, Jimin Huang, Qianqian Xie, Xiao-Yang Liu, K.P. Subbalakshmi, Meikang Qiu, Sophia Ananiadou, Jian-Yun Nie
- Published: 21 Nov 2025, Last Modified: 14 Jan 2026
- GenAI in Finance Poster
- Readers: Everyone
Market-Dependent Communication in Multi-Agent Alpha Generation
Jerick Shi
- Published: 21 Nov 2025, Last Modified: 14 Jan 2026
- GenAI in Finance Poster
- Readers: Everyone
Identifying Financial Risk Information with Contrastive Reasoning
Ali Elahi
- Published: 21 Nov 2025, Last Modified: 14 Jan 2026
- GenAI in Finance Poster
- Readers: Everyone

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