News

• Aug 2026 Our paper “Concise and Logically Consistent Conformal Sets for Neuro-Symbolic Concept-Based Models” has been accepted at the HLDM workshop at ECML-PKDD 2026!
• May 2026 New preprint on arXiv: “Concise and Logically Consistent Conformal Sets for Neuro-Symbolic Concept-Based Models”!
• May 2026 I gave an invited talk, “How to Learn and Not Learn Concepts, Symbols, and Representations”, at the University of Edinburgh, together with Emanuele Marconato.
• Mar 2026 I presented “Reasoning Shortcuts in Neuro-Symbolic AI” at a workshop at the University of Edinburgh.
• Mar 2026 I started a three-month research visit to the APRIL Lab at the University of Edinburgh, working with Antonio Vergari on constraint acquisition with Large Language Models.
• Jan 2026 Our paper “Symbol Grounding in Neuro-Symbolic AI: A Gentle Introduction to Reasoning Shortcuts” appeared in the Journal of Artificial Intelligence Research (vol. 86)!
• Dec 2025 Our paper “Shortcuts and Identifiability in Concept-based Models from a Neuro-Symbolic Lens” was published at NeurIPS 2025!
• Oct 2025 New preprint on arXiv: “Symbol Grounding in Neuro-Symbolic AI: A Gentle Introduction to Reasoning Shortcuts”!
• Sep 2025 Our paper “Shortcuts and Identifiability in Concept-based Models from a Neuro-Symbolic Lens” was accepted at NeurIPS 2025!
• Mar 2025 I gave an invited talk, “Benchmarking in Neuro-Symbolic AI”, at TAILOR (online).
• Feb 2025 New preprint on arXiv: “Shortcuts and Identifiability in Concept-based Models from a Neuro-Symbolic Lens”!
• Dec 2024 Our paper “A Neuro-Symbolic Benchmark Suite for Concept Quality and Reasoning Shortcuts” (rsbench) was published at NeurIPS 2024 (Datasets & Benchmarks Track)!
• Sep 2024 Our paper “Benchmarking in Neuro-Symbolic AI” was published at IJCLR 2024 in Nanjing!
• Jul 2024 Our paper “BEARS Make Neuro-Symbolic Models Aware of their Reasoning Shortcuts” was published at UAI 2024 as a Spotlight!
• Jun 2024 I attended the Nordic Probabilistic AI School (ProbAI) in Copenhagen, 17–21 June 2024.
• Jun 2024 New preprint on arXiv: “A Neuro-Symbolic Benchmark Suite for Concept Quality and Reasoning Shortcuts” (rsbench)!
• Feb 2024 New preprint on arXiv: “BEARS Make Neuro-Symbolic Models Aware of their Reasoning Shortcuts”!