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Alessandro Sperduti

Unveiling the Actual Performance of Neural-based Models for Equation Discovery on Graph Dynamical Systems

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Aug 25, 2025
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A Spectral Interpretation of Redundancy in a Graph Reservoir

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Jul 17, 2025
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LLMs as Data Annotators: How Close Are We to Human Performance

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Apr 21, 2025
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Exact Computation of Any-Order Shapley Interactions for Graph Neural Networks

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Jan 28, 2025
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IFH: a Diffusion Framework for Flexible Design of Graph Generative Models

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Aug 23, 2024
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Assessing the Emergent Symbolic Reasoning Abilities of Llama Large Language Models

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Jun 05, 2024
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Benchmarking GPT-4 on Algorithmic Problems: A Systematic Evaluation of Prompting Strategies

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Feb 27, 2024
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A Neural Rewriting System to Solve Algorithmic Problems

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Feb 27, 2024
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A Hybrid System for Systematic Generalization in Simple Arithmetic Problems

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Jun 29, 2023
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RGCVAE: Relational Graph Conditioned Variational Autoencoder for Molecule Design

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May 19, 2023
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