Giorgio Gnecco

IMT School for Advanced Studies Lucca, KU Leuven, University of Chieti-Pescara

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Architecture Design (Transformers, SSMs, MoE) (1)Natural Language Processing (1)

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Marco Gregnanin (1)Johannes De Smedt (1)Maurizio Parton (1)

Papers (1)

May 21, 2026

IMT School for Advanced Studies LuccaMay 21, 2026·also KU Leuven, University of Chieti-Pescara

Dynamic Hypergraph Representation Learning for Multivariate Time Series without Prior Knowledge

Discover hidden relationships in your time series data: this method automatically builds dynamic hypergraphs to capture complex, high-order dependencies without needing any prior knowledge.

Marco Gregnanin, Johannes De Smedt, Giorgio Gnecco +1

Architecture Design (Transformers, SSMs, MoE)Natural Language Processing

Giorgio Gnecco

Research focus

Frequent co-authors

Papers (1)

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Giorgio Gnecco

Research focus

Frequent co-authors

Papers (1)