Llais

Workshop Overview

LLAIS: Workshop on LLM-Based Agents for Intelligent Systems

The LLAIS Workshop at ECAI explores the transformative role of LLM-based agents in advancing intelligent systems. LLMs have revolutionized AI-driven applications, yet their full potential remains untapped in domains such as retrieval-augmented generation (RAG), knowledge graphs, information retrieval, software automation, reproducibility in research, and next-generation recommender systems.

This workshop serves as a bridge between researchers, industry professionals, and practitioners, providing a platform to discuss innovations, challenges, and opportunities in developing and deploying LLM-powered intelligent agents. Through interactive sessions, keynotes from leading AI experts, and demo presentations, LLAIS will facilitate cutting-edge discussions on enhancing AI adaptability, reasoning, and decision-making capabilities across diverse domains.

Key Topics

• Knowledge Graph Enhancement
  • Automated Knowledge Graph Construction
  • Enhanced Knowledge Graph Completion
  • Improved Knowledge Graph Querying and Reasoning
• Developing Next-Generation Recommender Systems
  • Enhanced User Understanding
  • Creative Recommendation Generation
  • Conversational and Interactive Recommendations
• Software and AI Integration
  • Automating Key Development Processes, including: 
    • Code Generation, Automated Debugging, and Code Optimization
  • Improving Code Quality and Maintainability
  • Accelerating the Software Development Lifecycle
  • Addressing the challenges of deploying and scaling AI-powered software applications
• Revolutionizing Information Retrieval
  • Enhancing Query Understanding
  • Personalized Information Synthesis
  • Advanced Ranking and Filtering
  • Multimodal Information Retrieval
• Enhancing Reproducibility in Scientific Research
  • Automating Experiment Tracking and Logging
  • Enhancing Data Management and Sharing
  • Developing Standardized Evaluation Benchmarks
  • Improving Research Communication and Dissemination
• Advancing RAG Systems
  • Improving Retrieval Efficiency and Accuracy
  • Enhancing Contextual Understanding
  • Improving Generation Quality
• Evaluation and Ethical Considerations
  • Evaluating Effectiveness of LLM-based agents in different scenarios
  • Addressing Ethical Challenges including Hallucination and Bias

Why Attend?

• Stay Ahead of AI Trends – Gain insights into the latest advancements in LLM-based agents.
• Engage with Leading Experts – Participate in keynotes and discussions with researchers and industry professionals.
• Showcase & Collaborate – Present your research, explore potential collaborations, and contribute to AI-driven innovation.

Join us at LLAIS 2025 to shape the future of intelligent, adaptable, and ethical AI systems!