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Antonio Vergari

University of Edinburgh, UK

16 papers at tracked venues · 11 at CORE A* · active 2024–2026

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Venues

NeurIPS ×3AAAI ×2ACL ×2ICLR ×2ICML ×2UAI ×2AISTATS ×1EMNLP ×1NAACL ×1

Frequent coauthors

Nickil Maveli
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Emile van Krieken
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Lorenzo Loconte
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Gennaro Gala
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Leander Kurscheidt
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Cosimo Gregucci
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Diego Calanzone
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Arvindh Arun
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Samuele Bortolotti
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Emanuele Marconato
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Yintao Tai
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Andreas Grivas
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Papers

  1. Can LLMs Compress (and Decompress)? Evaluating Code Understanding and Execution via Invertibility
    ACL 2026 ·
    Nickil Maveli
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  2. A Probabilistic Neuro-symbolic Layer for Algebraic Constraint Satisfaction
    UAI 2025 ·
    Leander Kurscheidt
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  3. Is Complex Query Answering Really Complex?
    ICML 2025 ·
    Cosimo Gregucci
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  4. Logically Consistent Language Models via Neuro-Symbolic Integration
    ICLR 2025 ·
    Diego Calanzone
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  5. Neurosymbolic Diffusion Models
    NeurIPS 2025 ·
    Emile van Krieken
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  6. SEMMA: A Semantic Aware Knowledge Graph Foundation Model
    EMNLP 2025 ·
    Arvindh Arun
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  7. Sum of Squares Circuits
    AAAI 2025 ·
    Lorenzo Loconte
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  8. What can Large Language Models Capture about Code Functional Equivalence?
    NAACL 2025 ·
    Nickil Maveli
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  9. A Neuro-Symbolic Benchmark Suite for Concept Quality and Reasoning Shortcuts
    NeurIPS 2024 ·
    Samuele Bortolotti
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  10. BEARS Make Neuro-Symbolic Models Aware of their Reasoning Shortcuts
    UAI 2024 ·
    Emanuele Marconato
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  11. On the Independence Assumption in Neurosymbolic Learning
    ICML 2024 ·
    Emile van Krieken
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  12. PIXAR: Auto-Regressive Language Modeling in Pixel Space
    ACL 2024 ·
    Yintao Tai
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  13. Probabilistic Integral Circuits
    AISTATS 2024 ·
    Gennaro Gala
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  14. Scaling Continuous Latent Variable Models as Probabilistic Integral Circuits
    NeurIPS 2024 ·
    Gennaro Gala
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  15. Subtractive Mixture Models via Squaring: Representation and Learning
    ICLR 2024 ·
    Lorenzo Loconte
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  16. Taming the Sigmoid Bottleneck: Provably Argmaxable Sparse Multi-Label Classification
    AAAI 2024 ·
    Andreas Grivas
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