[CFP Less than 1 Week ] Call for Paper Submissions to AAAI'26 Workshop on Agentic AI in Financial Services in Singapore

[Fengbin Zhu]

Introduction

Financial services play a crucial role in everyday life, requiring expert-level support to meet highly personalized user needs across domains like banking, insurance, and taxation. The emergence of foundation models, especially large language models (LLMs), has introduced new capabilities in communication, reasoning, and personalization that align well with financial decision-making processes. Recently, agentic AI has extended these models by enabling them to autonomously plan, reason, and act across multi-step tasks, making them highly suitable for complex use cases such as financial advising and compliance. Co-located with AAAI’26, this workshop aims to bring together researchers and practitioners to explore the latest advances in agentic AI for a wide range of financial services, fostering discussions and new ideas on design, deployment, ethics, and real-world impact.

Topics of Interest 

This workshop encourages submissions of innovative solutions for a broad range of problems in finance. Topics of interest include but are not limited to the following:

• Research, implementation, or deployment of agentic AI in financial decision-making;
• Multi-agent systems for market/user simulation and trading;
• Foundation models for banking, trading, and other financial services;
• Explainability and trust in financial AI agents;
• Agentic AI for regulatory compliance and auditing;
• Conversational financial agents and advisors;
• Autonomous document processing and financial knowledge extraction;
• Risk management with agentic AI, e.g., fraud detection and credit assessment;
• Agentic workflows/architectures in financing platforms;
• Ethical and policy aspects of agentic AI in finance.

Workshop Format 

The workshop will be a half-day event, featuring keynote speeches, paper presentations, and poster sessions.

Attendance 

The workshop welcomes AAAI conference attendees with an interest in LLM, financial technology, information retrieval, and recommender systems. There are no restrictions on attendance, and the maximum number of attendees will be determined by the room capacity.

Submission Guidelines 

Submission Requirements

Long Papers: 5-7 pages of main content, plus unlimited pages for references followed by appendices (if any).

Short Papers, Extended Abstract, and Enlightening Talks: No more than 4 pages of main content, plus unlimited pages for references followed by appendices (if any).

All submissions should adhere to the AAAI’26 formatting guidelines and will undergo a peer review process.

Submission Site Information

https://openreview.net/group?id=AAAI.org/2026/Workshop/AI-4-Finance

Organizing Committee 

• Tong Chen, The University of Queensland (Main Contact, tong...@uq.edu.au)
• Hongxu Chen, Commonwealth Bank of Australia
• Joel Mackenzie, The University of Queensland
• Fengbin Zhu, National University of Singapore
• Luiz Pizzato, Commonwealth Bank of Australia
• Ritchie Ng, Commonwealth Bank of Australia
• Anna Leontjeva, Commonwealth Bank of Australia

Workshop Website:

For more details, visit https://ai-4-finance.pages.dev

Best,

Fengbin Zhu 

https://fengbinzhu.github.io/