no code implementations • 21 Dec 2023 • Giordano Paoletti, Luca Gioacchini, Marco Mellia, Luca Vassio, Jussara M. Almeida
Nevertheless, addressing CD in dynamic graphs remains an open problem, since the evolution of the network connections may poison the identification of communities, which may be evolving at a slower pace.
1 code implementation • 17 Jul 2023 • Matteo Boffa, Rodolfo Vieira Valentim, Luca Vassio, Danilo Giordano, Idilio Drago, Marco Mellia, Zied Ben Houidi
In this paper, we systematically study how to benefit from the state-of-the-art in LM to automatically analyze text-like Unix shell attack logs.
1 code implementation • 21 Apr 2023 • Andrea Cavallo, Claas Grohnfeldt, Michele Russo, Giulio Lovisotto, Luca Vassio
Yet, achievement of consistent GNN performance on heterophilous graphs remains an open research problem.
Ranked #7 on Node Classification on Cornell
Node Classification on Non-Homophilic (Heterophilic) Graphs Representation Learning
no code implementations • 21 Mar 2023 • Alessandro Speciale, Greta Vallero, Luca Vassio, Marco Mellia
The Reading&Machine project exploits the support of digitalization to increase the attractiveness of libraries and improve the users' experience.
no code implementations • 26 Dec 2022 • Andrea Cavallo, Claas Grohnfeldt, Michele Russo, Giulio Lovisotto, Luca Vassio
In this work, we highlight the limitations of the widely used homophily ratio and the recent Cross-Class Neighborhood Similarity (CCNS) metric in estimating GNN performance.
2 code implementations • 3 May 2021 • Giulia Milan, Luca Vassio, Idilio Drago, Marco Mellia
RL-IoT paves the road for automatic interactions with poorly documented IoT protocols, thus enabling interoperable systems.
no code implementations • 24 Feb 2014 • Enrico Ampellio, Luca Vassio
In many technical fields, single-objective optimization procedures in continuous domains involve expensive numerical simulations.
no code implementations • 3 Feb 2014 • Francesco Bertini, Lorenzo Dal Mas, Luca Vassio, Enrico Ampellio
The authors present different strategies and algorithms that have been implemented exploiting the PD phase as a real-like design benchmark to illustrate results.