Call for Papers
Scope
The Special Track: Secure Financial Intelligence (SecureFinAI) invites researchers, academics, and industry professionals to submit original papers on secure financial intelligence with open models. AI has been increasingly developed and applied to various financial tasks, such as automated trading, search, and regulatory compliance. It’s required to ensure these intelligent systems are not only high-performing but also transparent, secure, and reliable. Open models, such as LLaMA, DeepSeek, and Mistral, play a critical role in building transparent and responsible financial AI systems. This Special Track aims to showcase cutting-edge research, foster collaboration, and encourage the development of secure financial intelligence.
The Special Track will explore the future of secure financial intelligence and contribute to innovative solutions for a connected world with special interest in, but not limited to:
- Financial large language models (FinLLMs)
- Reasoning FinLLMs
- Multimodal Financial Foundation Models (MFFMs)
- FinRL: financial reinforcement learning for dynamic decision-making
- Real-time financial data for financial intelligent systems
- Addressing policy instability in FinRL: decision transformer, etc.
- Evaluation and benchmarking for FinRL and FinLLMs
- Financial applications and prototypes
- Financial agents (FinAgents): autonomous trading, regulatory compliance, AI tutor, search agent, etc.
- Security and guardrails for FinAI
- Privacy for FinAI: federated learning, etc.
- Promoting open models in the finance sector
- Emerging trends: quantum-inspired RL, zero-knowledge proofs, blockchain integration, future research for FinAI.
Submission Guidelines
We welcome submissions from the FinAI Contest 2025, and also general submissions, using the IEEE template. All submissions must present original, unpublished research work. Authors are invited to submit their papers exclusively through the official IEEE CSCloud 2025 submission system.
Submission Guidelines:
- Select the special track category: "Special Track: SecureFinAI"
- Submit via: https://easychair.org/account2/signin?l=4164963282131403582
Note: Please ensure your submission complies with all conference guidelines and formatting requirements.
Organization Committee
General Chair
- Keyi Wang, Columbia University
- Yupeng Cao, Stevens Institute of Technology
- Jiechao Gao, Stanford University
- Kairong Xiao, Columbia University
- Xiao-Yang Liu, Columbia University
Program Chair
- Colin Lin, Carnegie Mellon University
- Jaisal Patel, Rensselaer Polytechnic Institute
- Sarah Huang, Columbia University
- Yan Wang, Yale University
Technical Program Committee
- Arnav Grover, Purdue University
- Jasper Wu, Columbia University
- Yueqian Guo, Columbia University
- Dannong Wang, Rensselaer Polytechnic Institute
- Qinchuan Zhang, Rensselaer Polytechnic Institute
- Kaiwen He, Rensselaer Polytechnic Institute
- Allan Feng, Rensselaer Polytechnic Institute
