Eugenio Lomurno

47 papers A 3B 4C 1Journal 30Unranked 9

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Deep Variational Contrastive Learning for Joint Risk Stratification and Time-to-Event Estimation. CoRR Pinar Erbil, Alberto Archetti, Eugenio Lomurno, Matteo Matteucci
2026	J	`jnl`	PolyGen: Fully Synthetic Vision-Language Training via Multi-Generator Ensembles. CoRR Leonardo Brusini, Cristian Sbrolli, Eugenio Lomurno, Toshihiko Yamasaki, Matteo Matteucci
2025	J	`jnl`	Age Group Discrimination via Free Handwriting Indicators. IEEE J. Biomed. Health Informatics Eugenio Lomurno, Simone Toffoli, Davide Di Febbo, Matteo Matteucci, Francesca Lunardini, Simona Ferrante
2025	A	`conf`	FPBoost: Fully Parametric Gradient Boosting for Survival Analysis. ECAI Alberto Archetti, Eugenio Lomurno, Diego Piccinotti, Matteo Matteucci
2025	J	`jnl`	Federated Knowledge Recycling: Privacy-preserving synthetic data sharing. Pattern Recognit. Lett. Eugenio Lomurno, Matteo Matteucci
2025	J	`jnl`	Neuro-Symbolic Scene Graph Conditioning for Synthetic Image Dataset Generation. CoRR Giacomo Savazzi, Eugenio Lomurno, Cristian Sbrolli, Agnese Chiatti, Matteo Matteucci
2025	—	`conf`	POMONAG: Pareto-Optimal Many-Objective Neural Architecture Generator. GECCO Companion Eugenio Lomurno, Samuele Mariani, Matteo Monti, Matteo Matteucci
2025	J	`jnl`	Synthetic image learning: Preserving performance and preventing Membership Inference Attacks. Pattern Recognit. Lett. Eugenio Lomurno, Matteo Matteucci
2025	J	`jnl`	Your Image Generator Is Your New Private Dataset. CoRR Nicolò Francesco Resmini, Eugenio Lomurno, Cristian Sbrolli, Matteo Matteucci
2025	J	`jnl`	Your image generator is your new private dataset. Image Vis. Comput. Nicolò Francesco Resmini, Eugenio Lomurno, Cristian Sbrolli, Matteo Matteucci
2025	J	`jnl`	ZO-DARTS++: An Efficient and Size-Variable Zeroth-Order Neural Architecture Search Algorithm. CoRR Lunchen Xie, Eugenio Lomurno, Matteo Gambella, Danilo Ardagna, Manual Roveri, Matteo Matteucci, Qingjiang Shi
2024	J	`jnl`	A Lightweight Neural Architecture Search Model for Medical Image Classification. CoRR Lunchen Xie, Eugenio Lomurno, Matteo Gambella, Danilo Ardagna, Manuel Roveri, Matteo Matteucci, Qingjiang Shi
2024	B	`conf`	An Efficient Neural Architecture Search Model for Medical Image Classification. ESANN Lunchen Xie, Eugenio Lomurno, Matteo Gambella, Danilo Ardagna, Manuel Roveri, Matteo Matteucci, Qingjiang Shi
2024	J	`jnl`	FPBoost: Fully Parametric Gradient Boosting for Survival Analysis. CoRR Alberto Archetti, Eugenio Lomurno, Diego Piccinotti, Matteo Matteucci
2024	J	`jnl`	Federated Knowledge Recycling: Privacy-Preserving Synthetic Data Sharing. CoRR Eugenio Lomurno, Matteo Matteucci
2024	C	`conf`	Harnessing the Computing Continuum Across Personalized Healthcare, Maintenance and Inspection, and Farming 4.0. CLOSER Fatemeh Baghdadi, Davide Cirillo, Daniele Lezzi, Francesc Lordan, Fernando Vázquez, Eugenio Lomurno, Alberto Archetti, Danilo Ardagna, Matteo Matteucci
2024	J	`jnl`	Harnessing the Computing Continuum across Personalized Healthcare, Maintenance and Inspection, and Farming 4.0. CoRR Fatemeh Baghdadi, Davide Cirillo, Daniele Lezzi, Francesc Lordan, Fernando Vázquez, Eugenio Lomurno, Alberto Archetti, Danilo Ardagna, Matteo Matteucci
2024	—	`conf`	Neural Architecture Transfer 2: A Paradigm for Improving Efficiency in Multi-objective Neural Architecture Search. ICPR (Workshops and Challenges, 5) Simone Sarti, Eugenio Lomurno, Matteo Matteucci
2024	J	`jnl`	POMONAG: Pareto-Optimal Many-Objective Neural Architecture Generator. CoRR Eugenio Lomurno, Samuele Mariani, Matteo Monti, Matteo Matteucci
2024	B	`conf`	Stable Diffusion Dataset Generation for Downstream Classification Tasks. ESANN Eugenio Lomurno, Matteo D'Oria, Matteo Matteucci
2024	J	`jnl`	Stable Diffusion Dataset Generation for Downstream Classification Tasks. CoRR Eugenio Lomurno, Matteo D'Oria, Matteo Matteucci
2024	J	`jnl`	Synthetic Image Learning: Preserving Performance and Preventing Membership Inference Attacks. CoRR Eugenio Lomurno, Matteo Matteucci
2023	J	`jnl`	Age Group Discrimination via Free Handwriting Indicators. CoRR Eugenio Lomurno, Simone Toffoli, Davide Di Febbo, Matteo Matteucci, Francesca Lunardini, Simona Ferrante
2023	—	`conf`	Anticipate, Ensemble and Prune: Improving Convolutional Neural Networks via Aggregated Early Exits. INNS DLIA@IJCNN Simone Sarti, Eugenio Lomurno, Matteo Matteucci
2023	J	`jnl`	Anticipate, Ensemble and Prune: Improving Convolutional Neural Networks via Aggregated Early Exits. CoRR Simone Sarti, Eugenio Lomurno, Matteo Matteucci
2023	A	`conf`	Bridging the Gap: Enhancing the Utility of Synthetic Data via Post-Processing Techniques. BMVC Eugenio Lomurno, Andrea Lampis, Matteo Matteucci
2023	J	`jnl`	Bridging the Gap: Enhancing the Utility of Synthetic Data via Post-Processing Techniques. CoRR Andrea Lampis, Eugenio Lomurno, Matteo Matteucci
2023	A	`conf`	Discriminative Adversarial Privacy: Balancing Accuracy and Membership Privacy in Neural Networks. BMVC Eugenio Lomurno, Alberto Archetti, Francesca Ausonio, Matteo Matteucci
2023	J	`jnl`	Discriminative Adversarial Privacy: Balancing Accuracy and Membership Privacy in Neural Networks. CoRR Eugenio Lomurno, Alberto Archetti, Francesca Ausonio, Matteo Matteucci
2023	B	`conf`	Enhancing Once-For-All: A Study on Parallel Blocks, Skip Connections and Early Exits. IJCNN Simone Sarti, Eugenio Lomurno, Andrea Falanti, Matteo Matteucci
2023	J	`jnl`	Enhancing Once-For-All: A Study on Parallel Blocks, Skip Connections and Early Exits. CoRR Simone Sarti, Eugenio Lomurno, Andrea Falanti, Matteo Matteucci
2023	—	`conf`	Heterogeneous Datasets for Federated Survival Analysis Simulation. ICPE (Companion) Alberto Archetti, Eugenio Lomurno, Francesco Lattari, André Martin, Matteo Matteucci
2023	J	`jnl`	Heterogeneous Datasets for Federated Survival Analysis Simulation. CoRR Alberto Archetti, Eugenio Lomurno, Francesco Lattari, André Martin, Matteo Matteucci
2023	J	`jnl`	Neural Architecture Transfer 2: A Paradigm for Improving Efficiency in Multi-Objective Neural Architecture Search. CoRR Simone Sarti, Eugenio Lomurno, Matteo Matteucci
2023	J	`jnl`	POPNASv3: A pareto-optimal neural architecture search solution for image and time series classification. Appl. Soft Comput. Andrea Falanti, Eugenio Lomurno, Danilo Ardagna, Matteo Matteucci
2023	—	`conf`	Two Steps Forward and One Behind: Rethinking Time Series Forecasting with Deep Learning. LOD (1) Riccardo Ughi, Eugenio Lomurno, Matteo Matteucci
2023	J	`jnl`	Two Steps Forward and One Behind: Rethinking Time Series Forecasting with Deep Learning. CoRR Riccardo Ughi, Eugenio Lomurno, Matteo Matteucci
2022	—	`conf`	Improving Multi-View Stereo via Super-Resolution. ICIAP (2) Eugenio Lomurno, Andrea Romanoni, Matteo Matteucci
2022	—	`conf`	On the Utility and Protection of Optimization with Differential Privacy and Classic Regularization Techniques. LOD (1) Eugenio Lomurno, Matteo Matteucci
2022	J	`jnl`	On the utility and protection of optimization with differential privacy and classic regularization techniques. CoRR Eugenio Lomurno, Matteo Matteucci
2022	B	`conf`	POPNASv2: An Efficient Multi-Objective Neural Architecture Search Technique. IJCNN Andrea Falanti, Eugenio Lomurno, Stefano Samele, Danilo Ardagna, Matteo Matteucci
2022	J	`jnl`	POPNASv2: An Efficient Multi-Objective Neural Architecture Search Technique. CoRR Andrea Falanti, Eugenio Lomurno, Stefano Samele, Danilo Ardagna, Matteo Matteucci
2022	J	`jnl`	POPNASv3: a Pareto-Optimal Neural Architecture Search Solution for Image and Time Series Classification. CoRR Andrea Falanti, Eugenio Lomurno, Danilo Ardagna, Matteo Matteucci
2022	—	`conf`	SGDE: Secure Generative Data Exchange for Cross-Silo Federated Learning. AIPR Eugenio Lomurno, Alberto Archetti, Lorenzo Cazzella, Stefano Samele, Leonardo Di Perna, Matteo Matteucci
2021	J	`jnl`	A Generative Federated Learning Framework for Differential Privacy. CoRR Eugenio Lomurno, Leonardo Di Perna, Lorenzo Cazzella, Stefano Samele, Matteo Matteucci
2021	J	`jnl`	Improving Multi-View Stereo via Super-Resolution. CoRR Eugenio Lomurno, Andrea Romanoni, Matteo Matteucci
2021	—	`conf`	Pareto-optimal progressive neural architecture search. GECCO Companion Eugenio Lomurno, Stefano Samele, Matteo Matteucci, Danilo Ardagna