Publications

Intelligent Agents from Symbolic to Neurosymbolic Systems: The Quest for Integration (The Agents Journey, 2026) — Andrea Agiollo, Roberta Calegari, Giovanni Ciatto, Matteo Magnini, Andrea Omicini, Federico Sabbatini Large language models as oracles for instantiating ontologies with domain-specific knowledge (Knowledge-Based Systems, 2025) — Giovanni Ciatto, Andrea Agiollo, Matteo Magnini, Andrea Omicini Approximating Memorization Using Loss Surface Geometry for Dataset Pruning and Summarization (KDD 2024) — Andrea Agiollo, Young In Kim, Rajiv Khanna

other links to personal publications