ECAI XAI-KRKG and UCEX-XAI 2025

Table of Contents

• 1-3 PDF
  
• An Empirical Study of the Consistency between Protocols for Evaluating Explanations of Predicted Links in Knowledge Graphs 4-13 PDF
  Roberto Barile, Claudia d’Amato, Leonardo Santovito, Nicola Fanizzi
• Towards Explainable Multi-Agent Systems with GraphRAG: A Guide to Explain Explanations in the Audit Domain 14-21 PDF
  Emanuel Slany, Jonas Amling, Alexander Frummet, Moritz Lang, Stephan Scheele
• ActiMine-GNN: Activation Mining and Interpretability in Graph Neural Networks 22-31 PDF
  Kislay Raj, Alessandra Mileo
• A Semantic Framework for Evaluating Post-hoc Explanations in Link Prediction 32-43 PDF
  Laura Balbi, Felix Bindt, Katja Breitenfelder, Riccardo Campi, Jitse De Smet, Claudia D'Amato
• The GraphBRAIN Knowledge Graph Framework for XAI through Multistrategy Reasoning 44-58 PDF
  Stefano Ferilli, Eleonora Bernasconi, Domenico Redavid
• Explainable Agency in Ad hoc Collaboration between Humans and Embodied AI 59-66 PDF
  Hasra Dodampegama, Mohan Sridharan
• A Fairness Analysis of GPT-2’s Interpretability with GNN-Generated Knowledge Graph Embeddings Delivered through Soft Prompts 67-78 PDF
  Ahmad Khalidi, Thomas Clemen
• Towards Explainable Commonsense Reasoning: Semantic Rule Generation from Text using LLMs 79-94 PDF
  Muhammad Raza Naqvi
• Enabling Transparent Cyber Threat Intelligence Combining Large Language Models and Domain Ontologies 95-108 PDF
  Luca Cotti, Anisa Rula, Devis Bianchini, Federico Cerutti
• Privacy-Preserving Visual Exploration of Healthcare Data with a Language Model Integration 109-118 PDF
  Michael Grabner, Peter Waldert, Benedikt Kantz, Tobias Schreck