Rank monotonicity in centrality measures. - Paolo Boldi; Alessandro Luongo; Sebastiano Vigna (Netw. Sci., 2017)

Quantum classification of the MNIST dataset via Slow Feature Analysis. - Iordanis Kerenidis; Alessandro Luongo (CoRR, 2018)

q-means: A quantum algorithm for unsupervised machine learning. - Iordanis Kerenidis; Jonas Landman; Alessandro Luongo; Anupam Prakash (NeurIPS, 2019)

Quantum Expectation-Maximization for Gaussian mixture models. - Iordanis Kerenidis; Alessandro Luongo; Anupam Prakash (ICML, 2020)

Quantum algorithms for spectral sums. - Alessandro Luongo; Changpeng Shao (CoRR, 2020)

Quantum Algorithms for Data Representation and Analysis. - Armando Bellante; Alessandro Luongo; Stefano Zanero (CoRR, 2021)

Quantum Algorithm for Stochastic Optimal Stopping Problems with Applications in Finance. - João F. Doriguello; Alessandro Luongo; Jinge Bao; Patrick Rebentrost; Miklos Santha (TQC, 2022)

Quantum algorithms for SVD-based data representation and analysis. - Armando Bellante; Alessandro Luongo; Stefano Zanero (Quantum Mach. Intell., 2022)

Constant-depth circuits for Uniformly Controlled Gates and Boolean functions with application to quantum memory circuits. - Jonathan Allcock; Jinge Bao; João F. Doriguello; Alessandro Luongo; Miklos Santha (CoRR, 2023)

Do you know what q-means? - João F. Doriguello; Alessandro Luongo; Ewin Tang (CoRR, 2023)

On the practicality of quantum sieving algorithms for the shortest vector problem. - João F. Doriguello; George Giapitzakis; Alessandro Luongo; Aditya Morolia (IACR Cryptol. ePrint Arch., 2024)

Constant-depth circuits for Boolean functions and quantum memory devices using multi-qubit gates. - Jonathan Allcock; Jinge Bao; João F. Doriguello; Alessandro Luongo; Miklos Santha (Quantum, 2024)

Evaluating the potential of quantum machine learning in cybersecurity: A case-study on PCA-based intrusion detection systems. - Armando Bellante; Tommaso Fioravanti; Michele Carminati; Stefano Zanero; Alessandro Luongo (Comput. Secur., 2025)

The Generalized Skew Spectrum of Graphs. - Armando Bellante; Martin Plávala; Alessandro Luongo (CoRR, 2025)