Giuseppe Marra

Giuseppe Marra is an Assistant Professor at the Faculty of Engineering Science and affiliated with the Declarative Languages and Artificial Intelligence (DTAI) unit at KU Leuven, Belgium. His research focuses on Neural-Symbolic Artificial Intelligence, integrating symbolic reasoning with neural networks to enhance transparency and reasoning capabilities in AI systems.

• Current affiliations: Department of Computer Science, DTAI (Leuven)
• Roles: Promotor in multiple projects (2022-2028), Council member of Faculty of Engineering Science

His research portfolio includes projects on:

• Relational Concept-Based Models (2025-2028)
• Neuro-Symbolic AI scalability (2024-2026)
• Deep Statistical Relational Learning (2022-2024)

Publications demonstrate expertise in Neuro-Symbolic AI, with applications in:

• Reinforcement learning safety (probabilistic logic shields)
• Graph neural network optimization (subgraph mining)
• Concept-based memory reasoning (interpretable architectures)
• Markov logic network extensions (quantified logic, temporal models)

He contributes to teaching courses on:

• Artificial Intelligence (H0O18A)
• Reinforcement Learning (H0O23A)
• Machine Learning (H0T25A)