Beyond Frequencies: Graph Pattern Mining in Multi-weighted Graphs. - Giulia Preti; Matteo Lissandrini; Davide Mottin; Yannis Velegrakis (EDBT, 2018)

ExCoDE: a Tool for Discovering and Visualizing Regions of Correlation in Dynamic Networks. - Giulia Preti; Polina Rozenshtein; Aristides Gionis; Yannis Velegrakis (ICDM Workshops, 2019)

Mining Dense Subgraphs with Similar Edges. - Polina Rozenshtein; Giulia Preti; Aristides Gionis; Yannis Velegrakis (ECML/PKDD (3), 2020)

Discovering Dense Correlated Subgraphs in Dynamic Networks. - Giulia Preti; Polina Rozenshtein; Aristides Gionis; Yannis Velegrakis (PAKDD (1), 2021)

STruD: Truss Decomposition of Simplicial Complexes. - Giulia Preti; Gianmarco De Francisci Morales; Francesco Bonchi (WWW, 2021)

Mining patterns in graphs with multiple weights. - Giulia Preti; Matteo Lissandrini; Davide Mottin; Yannis Velegrakis (Distributed Parallel Databases, 2021)

FreSCo: Mining Frequent Patterns in Simplicial Complexes. - Giulia Preti; Gianmarco De Francisci Morales; Francesco Bonchi (WWW, 2022)

Counterfactual Explanations for Graph Classification Through the Lenses of Density. - Carlo Abrate; Giulia Preti; Francesco Bonchi (xAI (1), 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)

MaNIACS: Approximate Mining of Frequent Subgraph Patterns through Sampling. - Giulia Preti; Gianmarco De Francisci Morales; Matteo Riondato (ACM Trans. Intell. Syst. Technol., 2023)

A Higher-Order Lens for Social Systems. - Giulia Preti; Adriano Fazzone; Giovanni Petri; Gianmarco De Francisci Morales (CoRR, 2024)

Alice and the Caterpillar: A more descriptive null model for assessing data mining results. - Giulia Preti; Gianmarco De Francisci Morales; Matteo Riondato (Knowl. Inf. Syst., 2024)

Hyper-distance oracles in hypergraphs. - Giulia Preti; Gianmarco De Francisci Morales; Francesco Bonchi (VLDB J., 2024)

Polaris: Sampling from the Multigraph Configuration Model with Prescribed Color Assortativity. - Giulia Preti; Matteo Riondato; Aristides Gionis; Gianmarco De Francisci Morales (WSDM, 2025)