The 2026 international workshop on AI-Driven Industry 5.0: Empowering Human-Centric Manufacturing (AIDI 2026)
Co-located with the 2nd International Conference on Federated Learning and Intelligent Computing Systems (FLICS2026)
We invite submissions addressing the integration of AI technologies in Industry 5.0, with an emphasis on explainable AI (XAI), retrieval-augmented generation (RAG), federated learning, and other innovative AI techniques that empower human-centric manufacturing.
Suggested topics include, but are not limited to:
Explainable AI (XAI) in Manufacturing:
• Techniques for making AI decisions transparent and interpretable in production environments
• XAI for enhancing trust and collaboration between human operators and AI systems
• Case studies of XAI applications in quality control, predictive maintenance, and real-time decision-making
Retrieval-Augmented Generation (RAG) in Manufacturing Systems:
• Leveraging RAG models for dynamic, context-driven support in manufacturing decision-making
• Use cases of RAG in human-AI interaction, from automated assistance to knowledge retrieval
• Customizing RAG architectures for industrial-specific challenges and tasks
Federated Learning for Distributed Manufacturing Systems:
• Using federated learning to train AI models across decentralized manufacturing sites while preserving data privacy
• Collaborative AI for enhancing productivity and personalization in multi-site production environments
• Optimizing federated learning techniques for manufacturing tasks such as predictive maintenance, quality control, and supply chain management
Visualization and interpretability of temporal data sequences
• Using machine learning and deep learning methods for time-series analysis (e.g., attention mechanisms, saliency maps, sequence embeddings),
• Using visual analytics for model behavior inspection
• Explainability of predictions in industrial time-dependent data such as sensor streams, event logs, and human–machine interaction sequences
Healthcare 5.0 and Smart Care:
• XAI for chronic disease management as a pillar of society-centric Industry 5.0 applications
• Transferring high-trust AI frameworks from medical diagnostics to critical safety-aware manufacturing decision-making
Sustainable and Trustworthy AI Solutions for Industry 5.0
• Sustainable Real-time Anomaly Detection for Practical Applications in industrial and safety-critical environments.
• Enhancing Trustworthy AI Integration in Safety-Critical Cyber-Physical Systems
• Human-Centric and Sustainable AI for Industry 5.0
AI-Driven Adaptation in Human-Centric Manufacturing:
• Machine learning algorithms for personalizing manufacturing workflows based on human preferences and capabilities
• AI-assisted adaptive systems for real-time decision support in manufacturing lines
• Combining human expertise with AI models to create more flexible, responsive production systems
• AI solutions for enhancing human ergonomics and safety through adaptive manufacturing environments
Submission Deadline
28-April-2026
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Acceptance Notification
5-May-2026
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Camera-Ready & Registration
15-May-2026
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Workshop Dates
9–12-June-2026
easy chair link for the submission
https://easychair.org/conferences/?conf=flics2026
Program Committee
ORGANIZERS