Publications
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2026
Integrated Encoding and Quantization to Enhance Quanvolutional Neural Networks
D. Lizzio Bosco, B. Portelli, G. Serra
IEEE Transactions on Quantum Engineering
2025
CNOT Minimal Circuit Synthesis: A Reinforcement Learning Approach
R. Romanello, D. Lizzio Bosco, J. Cossio, D. Sutulovic, G. Serra, C. Piazza, P. Burelli
IEEE International Conference on Quantum Artificial Intelligence (QAI)
Periodic Unitary Encoding for Quantum Anomaly Detection of Temporal Series
D. Lizzio Bosco, R. Romanello, G. Serra
International Conference on Quantum Software
Softer is Better: Tweaking Quantum Dropout to Enhance Quantum Neural Network Trainability
D. Lizzio Bosco, R. Romanello, G. Serra, C. Piazza
International Conference on Quantum Communications, Networking, and Computing
Qubit Routing via Swap Network: a Minimum Dominating Path Approach.
R. Romanello, D.Lizzio Bosco, G. Serra, C. Piazza
International Conference on Computational Science (ICCS)
2024
Quantum Encoding of Dynamic Directed Graphs
D. Della Giustina, C. Piazza, B. Riccardi, R. Romanello
Journal of Logical and Algebraic Methods in Programming
Classical computation over quantum architectures: From graph encoding to declarative languages compilation
A. Della Schiava, C. Piazza, R. Romanello
Journal of Logic and Computation
Automatic and Effective Discovery of Quantum Kernels
M. Incudini, D. Lizzio Bosco, F. Martini, M. Grossi, G. Serra
IEEE Transactions on Emerging Topics in Computational Intelligence
2023
An ASP Approach for the Synthesis of CNOT Minimal Quantum Circuits
C. Piazza, R. Romanello, R. Wille
Italian Conference in Computational Logic
Graph-Theoretical Arguments in Support of a Quantum Declarative Manifesto
A. Della Schiava, C. Piazza, R. Romanello
Italian Conference in Computational Logic
Synthesis of CNOT minimal quantum circuits with topological constraints through ASP
C. Piazza, R. Romanello
AI x IA, workshop on Quantum Computation
Speeding up Answer Set Programming by Quantum Computing
D. Della Giustina, S. Pessotto, C. Piazza, R. Romanello
International Symposium on High-Performance Parallel and Distributed Computing, workshop on Quantum Computation
2022
Heisenberg in Quantum Automata
C. Piazza, R. Romanello
Italian Conference in Computational Logic
Mirrors and Memory in Quantum Automata
C. Piazza, R. Romanello
Quantitative Evaluation of Systems
Directed Graph Encoding in Quantum Computing Supporting Edge-Failures.
D. Della Giustina, C. Piazza, B. Riccardi, R. Romanello.
Reversible Computation
2018
Entangle: A Translation Framework from Quipper Programs to Quantum
L. Anticoli, C Piazza, L. Taglialegne, P. Zuliani
New Frontiers in Quantitative Methods in Informatics: 7th Workshop
2017
Entangλe: A Translation Framework from Quipper Programs to Quantum Markov Chains
L. Anticoli, C Piazza, L. Taglialegne, P. Zuliani
Workshop on New Frontiers in Quantitative Methods in Informatics
Verifying quantum programs: from Quipper to QPMC
L. Anticoli, C. Piazza, L. Taglialegne, P. Zuliani
arXiv preprint