AI-R2D2 AI for Resilient & Responsible DeFi Dynamics

A workshop at the IEEE International Conference on Blockchain and Cryptocurrency 2026
June 5, 2026
Brisbane, Australia.

About the Workshop

"AI for Resilient, Responsible DeFi Dynamics (AI-R2D2)" addresses the critical need for advanced AI solutions in the rapidly evolving Decentralized Finance (DeFi) ecosystem.

While DeFi promises transparency and efficiency, its inherent volatility, composability risks, and smart contract vulnerabilities introduce complex challenges demanding robust analytical and decision-making capabilities.

AI is indispensable for navigating many of these unique DeFi dynamics, offering the potential to build a more resilient and responsible future. Our workshop will facilitate scholarly conversations on AI's transformative role in DeFi through enhanced risk mitigation, real-time systemic resilience, the development of intelligent and autonomous governance models, and by providing deeper insights into market dynamics to optimize efficiency.

With this dedicated and integrated focus, the AI-R2D2 workshopfills a crucial gap at IEEE ICBC 2026, providing a timely forum for researchers and practitioners to explore how AI can ensure robust and stable decentralized financial systems.

Workshop Topics

The AI-R2D2 workshop plans to invite submissions on a wide range of topics related to the application of AI in Decentralized Finance (DeFi), with a particular emphasis on robustness, stability, and ethical considerations.

AI for DeFi Risk Management and Security

  • Predictive Analytics for DeFi Risk
  • Anomaly and Fraud Detection
  • Smart Contract Auditing and Vulnerability Detection
  • Systemic Risk Monitoring
  • DeFi Stress Testing and Simulation
  • Cross-Chain Security

AI for DeFi Resilience and Stability

  • Adaptive Protocol Parameters
  • Liquidity Management and Optimization
  • Oracle Design and Reliability
  • Automated Incident Response
  • Decentralized Identity and Reputation Systems

AI for Responsible and Ethical DeFi

  • Bias Detection and Mitigation
  • Explainable AI (XAI) in DeFi
  • Privacy-Preserving AI in DeFi
  • Fairness and Inclusivity in Decentralized Lending/Borrowing
  • Regulatory Compliance and Ethical Governance of AI in DeFi

AI for Intelligent DeFi Dynamics and Operations

  • AI-Enhanced Decentralized Autonomous Organizations (DAOs)
  • Automated Trading and Portfolio Management
  • Market Prediction and Sentiment Analysis
  • Personalized DeFi Experiences
  • Computational Efficiency of AI on Blockchains
  • Data Challenges in DeFi for AI

Important Dates

Mar 25
2026

Workshop Paper Submission Deadline

Deadline: March 25, 2026, 11:59 PM AoE

Apr 20
2026

Workshop Paper Acceptance Notification

Notification: April 20, 2026, 11:59 PM AoE

Apr 30
2026

Workshop Camera-ready Paper Submission

Deadline: April 30, 2026, 11:59 PM AoE

Jun 5
2026

Workshop Date

Join us for the AI-R2D2 workshop at IEEE ICBC 2026

Organizing Committee

Dr. Oshani Seneviratne

Dr. Oshani Seneviratne

Assistant Professor of Computer Science, RPI

Dr. Seneviratne leads the Bridging Resilient Accountable Intelligent Networked Systems (BRAINS) Lab. Her research focuses on decentralized systems, including web technologies, blockchain, and decentralized learning, with applications in health informatics and fintech. She has extensive workshop-organization experience including the AIChain Workshop Series at the IEEE Blockchain conference, and she was the primary organizer of the inaugural AI-R2D2 workshop at ACM International Conference on AI and Finance (ICAIF) in November 2025.

Dr. Zachary Feinstein

Dr. Zachary Feinstein

Associate Professor and Director of the FinTech Certificate Program, Stevens Institute of Technology

Dr. Feinstein's primary research focuses on financial networks and systemic risk, crucial topics for ensuring resilience in the complex DeFi ecosystem. He co-organized the IEEE Symposium on Computational Intelligence for Financial Engineering and Economics (CIFEr), serves as INFORMS Finance Section Vice Chair, and was a co-organizer of the previous edition of the AI-R2D2 workshop at ICAIF'25.

Dr. Wei Cai

Dr. Wei Cai

Assistant Professor of Computer Science and Systems and and Director of Decentralized Computing Laboratory, University of Washington

Dr. Cai leads the Decentralized Computing Laboratory. His research in Decentralized FinTech includes Crypto Airdrops, Decentralized Exchanges, and Decentralized SocialFi.

Dr. Mary Lai Salvana

Dr. Mary Lai Salvana

Assistant Professor, Department of Statistics, University of Connecticut

Dr. Salvana has a strong track record of organizing events, including co-founding and co-organizing two international online seminar series: Spatio-Temporal Statistics and Data Science (STSDS) and High-Performance Statistical Computing (HPSC).

Dr. Aaron Micah Green

Dr. Aaron Micah Green

Adjunct Assistant Professor of Mathematics and Statistics, Vassar College

Dr. Green studied AI models for DeFi for his PhD thesis and has experience with novel datasets and benchmarks using DeFi transaction data (e.g., FinSurvival).

Fernando Spadea

Fernando Spadea

Doctoral Researcher, RPI

Fernando is a doctoral researcher specializing in AI for decentralized systems at RPI. He brings operational experience organizing technical workshops, running competitions (e.g., FinSurvival Challenge at ICAIF'25), and supporting paper-review workflows at international conferences and workshops.

Program Committee

Rafael Belchior

Rafael Belchior

Universidade de Lisboa

Hongzhou Chen

Hongzhou Chen

CKB Eco Fund

Keke Gai

Keke Gai

Beijing Institute of Technology

Ivan Homoliak

Ivan Homoliak

Brno University of Technology

Georgios Palaiokrassas

Georgios Palaiokrassas

Yale University

Additional program committee members will be announced as they are confirmed.

Paper Submission

Submit your novel research on AI applications in DeFi for the AI-R2D2 workshop.

Submission Deadline

March 25, 2026 (11:59 PM AoE)

Paper Format

IEEE format, 4-8 pages

Target Audience

Researchers and practitioners in AI and DeFi

Submission Portal

Submit your paper through EasyChair

Submit Paper