Lorenzo De Marinis

26 papers B 2C 2Misc 3Journal 10Unranked 9

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Noise-resilient photonic neural networks through adaptive quantization. Neural Comput. Appl. Emilio Paolini, Lorenzo De Marinis, Peter Seigo Kincaid, Luca Valcarenghi, Giampiero Contestabile, Ioannis Roumpos, Miltiadis Moralis-Pegios, Nikos Pleros, Nicola Andriolli
2025	J	`jnl`	A Silicon Photonic 32-Input Coherent Combiner for Turbulence Mitigation in Free Space Optics Links. IEEE Access Lorenzo De Marinis, Peter Seigo Kincaid, Yann Lucas, Lea Krafft, Vincent Michau, Matteo Cherchi, Mikko Karppinen, Giampiero Contestabile
2025	B	`conf`	IDS-NGNN: A SmartNIC-based Intrusion Detection System Based on Reduce and Merge Nested Graph Neural Networks. GLOBECOM Rana Abu Bakar, Francesco Paolucci, Filippo Cugini, Juan Jose Vegas Olmos, Lorenzo De Marinis
2024	—	`conf`	Activation Stretching for Tackling Noise in Photonic Aware Neural Networks. OFC Emilio Paolini, Lorenzo De Marinis, Luca Valcarenghi, Luca Maggiani, Nicola Andriolli
2024	J	`jnl`	FTG-Net-E: A hierarchical ensemble graph neural network for DDoS attack detection. Comput. Networks Rana Abu Bakar, Lorenzo De Marinis, Filippo Cugini, Francesco Paolucci
2024	J	`jnl`	In-Line Any-Depth Deep Neural Networks Using P4 Switches. IEEE Open J. Commun. Soc. Emilio Paolini, Lorenzo De Marinis, Davide Scano, Francesco Paolucci
2024	—	`conf`	Optimizing Deep Learning-Based Failure Management in Optical Networks by Monitoring Relative Neural Activity. ONDM Lareb Zar Khan, João Pedro, Omran Ayoub, Nelson Costa, Andrea Sgambelluri, Lorenzo De Marinis, Antonio Napoli, Nicola Sambo
2024	—	`conf`	Solutions to Increase Energy Efficiency of Optical Networks. OFC Nicola Sambo, Filippo Cugini, Lorenzo De Marinis, Piero Castoldi
2023	J	`jnl`	CHARLES: A C++ fixed-point library for Photonic-Aware Neural Networks. Neural Networks Emilio Paolini, Lorenzo De Marinis, Luca Maggiani, Marco Cococcioni, Nicola Andriolli
2023	B	`conf`	Cascaded Look Up Table Distillation of P4 Deep Neural Network Switches. GLOBECOM Lorenzo De Marinis, Emilio Paolini, Rana Abu Bakar, Filippo Cugini, Francesco Paolucci
2023	J	`jnl`	Data augmentation to improve performance of neural networks for failure management in optical networks. JOCN Lareb Zar Khan, João Pedro, Nelson Costa, Lorenzo De Marinis, Antonio Napoli, Nicola Sambo
2023	C	`conf`	FTG-Net: Hierarchical Flow-to-Traffic Graph Neural Network for DDoS Attack Detection. HPSR Luca Barsellotti, Lorenzo De Marinis, Filippo Cugini, Francesco Paolucci
2023	Misc	`conf`	Graphene-Based Photonic-Electronic Multiply-Accumulate Neurons. PSC Lorenzo De Marinis, Peter Seigo Kincaid, Giampiero Contestabile, S. Gupta, Nicola Andriolli
2023	J	`jnl`	Maximizing team synergy in AI-related interdisciplinary groups: an interdisciplinary-by-design iterative methodology. AI Soc. Piercosma Bisconti, Davide Orsitto, Federica Fedorczyk, Fabio Brau, Marianna Capasso, Lorenzo De Marinis, Hüseyin Eken, Federica Merenda, Mirko Forti, Marco Pacini, Claudia Schettini
2023	Misc	`conf`	Source Device Independent Quantum Random Number Generator with Integrated InP Photonics. PSC Peter Seigo Kincaid, Lorenzo De Marinis, Alberto Montanaro, A. Santamato, Nicola Andriolli, Giampiero Contestabile
2023	J	`jnl`	Telemetry and AI-based security P4 applications for optical networks [Invited]. JOCN Filippo Cugini, Davide Scano, Alessio Giorgetti, Andrea Sgambelluri, Lorenzo De Marinis, Piero Castoldi, Francesco Paolucci
2023	Misc	`conf`	Validation of Photonic Neural Networks in Health Scenarios. PSC Emilio Paolini, Lorenzo De Marinis, Giampiero Contestabile, S. Gupta, Luca Maggiani, Nicola Andriolli
2022	—	`conf`	A Lithium Niobate on Insulator Based Photonic Neural Network. OECC/PSC Lorenzo De Marinis, Giampiero Contestabile, Nicola Andriolli
2022	—	`conf`	Accelerating Pooling Layers in Photonic Convolutional Neural Networks. OECC/PSC Emilio Paolini, Lorenzo De Marinis, Luca Maggiani, Nicola Andriolli
2022	—	`conf`	Photonic-Aware Neural Network: a fixed-point emulation of photonic hardware. OECC/PSC Emilio Paolini, Lorenzo De Marinis, Marco Cococcioni, Luca Valcarenghi, Luca Maggiani, Nicola Andriolli
2022	—	`conf`	Photonic-aware Neural Networks for Packet Classification in Beyond 5G Networks. NoF Emilio Paolini, Federico Civerchia, Lorenzo De Marinis, Luca Valcarenghi, Luca Maggiani, Nicola Andriolli
2022	C	`conf`	Photonic-aware Neural Networks for Packet Classification in URLLC scenarios. HPSR Emilio Paolini, Federico Civerchia, Lorenzo De Marinis, Luca Valcarenghi, Luca Maggiani, Nicola Andriolli
2022	J	`jnl`	Photonic-aware neural networks. Neural Comput. Appl. Emilio Paolini, Lorenzo De Marinis, Marco Cococcioni, Luca Valcarenghi, Luca Maggiani, Nicola Andriolli
2021	—	`conf`	A Silicon Nitride Reconfigurable Linear Optical Processor. OFC Lorenzo De Marinis, Giampiero Contestabile, Piero Castoldi, Nicola Andriolli
2021	—	`conf`	Demonstration of P4 Neural Network Switch. OFC Francesco Paolucci, Lorenzo De Marinis, Piero Castoldi, Filippo Cugini
2019	J	`jnl`	Photonic Neural Networks: A Survey. IEEE Access Lorenzo De Marinis, Marco Cococcioni, Piero Castoldi, Nicola Andriolli