Giulia Preti

According to our database, Giulia Preti authored at least 14 papers between 2018 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Polaris: Sampling from the Multigraph Configuration Model with Prescribed Color Assortativity.

Giulia Preti, Matteo Riondato, Aristides Gionis, Gianmarco De Francisci Morales

Proceedings of the Eighteenth ACM International Conference on Web Search and Data Mining, 2025

2024

Hyper-distance oracles in hypergraphs.

Giulia Preti, Gianmarco De Francisci Morales, Francesco Bonchi

VLDB J., September, 2024

A Higher-Order Lens for Social Systems.

Giulia Preti, Adriano Fazzone, Giovanni Petri, Gianmarco De Francisci Morales

CoRR, 2024

2023

An impossibility result for Markov Chain Monte Carlo sampling from micro-canonical bipartite graph ensembles.

Giulia Preti, Gianmarco De Francisci Morales, Matteo Riondato

CoRR, 2023

Counterfactual Explanations for Graph Classification Through the Lenses of Density.

Carlo Abrate, Giulia Preti, Francesco Bonchi

Proceedings of the Explainable Artificial Intelligence, 2023

2022

FreSCo: Mining Frequent Patterns in Simplicial Complexes.

Giulia Preti, Gianmarco De Francisci Morales, Francesco Bonchi

Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

Alice and the Caterpillar: A More Descriptive Null Model for Assessing Data Mining Results.

Giulia Preti, Gianmarco De Francisci Morales, Matteo Riondato

Proceedings of the IEEE International Conference on Data Mining, 2022

2021

Mining patterns in graphs with multiple weights.

Giulia Preti, Matteo Lissandrini, Davide Mottin, Yannis Velegrakis

Distributed Parallel Databases, 2021

STruD: Truss Decomposition of Simplicial Complexes.

Giulia Preti, Gianmarco De Francisci Morales, Francesco Bonchi

Proceedings of the WWW '21: The Web Conference 2021, 2021

Discovering Dense Correlated Subgraphs in Dynamic Networks.

Giulia Preti, Polina Rozenshtein, Aristides Gionis, Yannis Velegrakis

Proceedings of the Advances in Knowledge Discovery and Data Mining, 2021

MaNIACS: Approximate Mining of Frequent Subgraph Patterns through Sampling.

Giulia Preti, Gianmarco De Francisci Morales, Matteo Riondato

Proceedings of the KDD '21: The 27th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2021

2020

Mining Dense Subgraphs with Similar Edges.

Polina Rozenshtein, Giulia Preti, Aristides Gionis, Yannis Velegrakis

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

2019

ExCoDE: a Tool for Discovering and Visualizing Regions of Correlation in Dynamic Networks.

Giulia Preti, Polina Rozenshtein, Aristides Gionis, Yannis Velegrakis

Proceedings of the 2019 International Conference on Data Mining Workshops, 2019

2018

Beyond Frequencies: Graph Pattern Mining in Multi-weighted Graphs.

Giulia Preti, Matteo Lissandrini, Davide Mottin, Yannis Velegrakis

Proceedings of the 21st International Conference on Extending Database Technology, 2018