Michelangelo Diligenti

6 papers · 2021–2026 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird

🧭 Keyword Pioneer

Venues

NeurIPS (3) IJCAI (2) AAAI (1)

Top co-authors

Francesco Giannini (5) Giuseppe Marra (5) Pietro Barbiero (3) Gabriele Ciravegna (3) Rodrigo Castellano Ontiveros (2) Marco Gori (2) Tias Guns (1) Mateja Jamnik (1) Victor Bucarey (1) David Debot (1)

Research topics

Artificial Intelligence (5) Machine Learning (5) Core AI (5) Deep Learning (3) Core Methods (2) Learning Types · Machine Learning (2) Learning Types · Deep Learning (2) Optimization & Theory (2) Mathematics & Optimization (1) Application Areas (1) Architectures (1) Models (1) Optimization (1)

Keywords

concept bottleneck model (3) concept bottleneck (2) reinforcement learning (1) link prediction (1) concept-based explanation (1) relational learning (1) embedding learning (1) concept representation (1) knowledge graph reasoning (1) markov decision process (1) message passing (1) first-order logic (1) surrogate loss (1) knowledge compilation (1) neuro-symbolic ai (1) human-ai interaction (1) solution caching (1) negative example (1) logic rule (1) human intervention (1)

Papers

DeepProofLog: Efficient Proving in Deep Stochastic Logic Programs AAAI 2026 Grounding Methods for Neural-Symbolic AI IJCAI 2025 Interpretable Concept-Based Memory Reasoning NeurIPS 2024 Relational Concept Bottleneck Models NeurIPS 2024 Concept Embedding Models: Beyond the Accuracy-Explainability Trade-Off NeurIPS 2022 Contrastive Losses and Solution Caching for Predict-and-Optimize IJCAI 2021