Full papers
Peer-reviewed archival submissions limited to 8 pages in ACM two-column sigconf format, including all figures and references. No supplementary materials allowed.
AI/CORE Unranked
ACM ICAIF 2026
ICAIF 2026 | The 3rd Workshop on LLMs and Generative AI for Finance — AI for Finance Summit 2026 Milan
ICAIF '26 is the 7th ACM International Conference on AI in Finance, bringing together researchers from academia, government, and industry to share advances at the intersection of artificial intelligence and finance. The conference will be held in Milan, Italy, from November 14–17, 2026, and features peer-reviewed paper submissions covering both methodological innovations and real-world applications in financial AI.
Key deadlines
Verified August 30, 2026Full paper
October 7, 2026
AoE
Workshop timeline
Submission and decisions
Full paperKey deadline
October 7, 2026 · AoE
Paper fit
Contribution paths
A strong submission should clearly identify its contribution and evaluate it appropriately.
Research areas in scope
01
Methodologies
Generative AI, simulation, and synthetic data generationFoundation models for financial decision-makingLarge and small language models for financial workflowsAI agents and multi-agent systemsReinforcement learning and sequential decision-makingNLP and multimodal financial data analysis (text, image, time series, audio)Trustworthy and responsible AI in finance — explainability, ethics, fairness, security, and privacy of AI & ML systemsAI governance, computational regulation, and complianceAI-driven risk management and fraud detectionMeta-learning and transfer learningFederated learning and decentralized financeRobustness and uncertainty quantificationValidation and calibration of financial modelsGraph theory and network analysis
02
Potential Applications
Fraud detection for credit cards and mortgagesEarly detection of firm defaultsBlockchain and cryptocurrencyRisk modeling and risk managementTrading (for example, optimal execution, market making, smart order routing, and hedging)Market microstructure modeling and simulationEconomic decision-makingAsset pricingRobo-advising and investment recommendationsForecasting of financial scenariosFinancial time series analysis and factor modelsUnderstanding customer behaviour for credit decisioning, servicing and recommendationsAI-driven financial inclusionEnvironmental, Social, and Governance (ESG) InvestingOptimization and productivity enhancements for financial workflowsFinancial benchmark construction
Policies worth checking twice
- Submissions must be double-blind; authors must not reveal their identity, including through self-citation (use third person only).
- Papers must not exceed 8 pages in ACM sigconf format; over-length papers will be rejected without review.
- No supplementary materials or appendices are permitted.
- The author list is final at submission and cannot be modified afterward.
- Each author is limited to no more than 12 submissions.
- Papers under review or published elsewhere in an archival venue are not allowed; dual submission is grounds for immediate rejection.
- Authors must participate in reviewing if requested; failure to do so may result in desk rejection.
- Papers may have appeared as non-archival preprints (e.g., arXiv, workshops), but must not be cited to preserve anonymity.
Official sources
Compiled from the official call for papers. The organizers’ pages remain authoritative.
Last verified August 30, 2026