DELL'ACQUA, PIERLUIGI
DELL'ACQUA, PIERLUIGI
Dipartimento di Scienze matematiche e informatiche, scienze fisiche e scienze della terra
A Serverless Quantization-as-a-Service Model to Run Compression Jobs for Edge Intelligence
2025-01-01 De Novi, Danny; Dell'Acqua, Pierluigi; Carnevale, Lorenzo; Fazio, Maria; Villari, Massimo
Agentic Federated LLMs at the Edge for Promptable Guardrail Inspection with YOLO-E
2025-01-01 Dell'Acqua, Pierluigi; La Rosa, Francesco; Villari, Massimo
Benchmarking GANs, Diffusion Models, and Flow Matching for T1w-to-T2w MRI Translation
2026-01-01 Moschetto, A.; Puglisi, L.; Sargood, A.; Dell'Acqua, P.; Guarnera, F.; Battiato, S.; Ravi, Diniele
Bridging the Gap in Federated Learning Deployment: Evaluation and Prototype Design
2025-01-01 Dell’Acqua, Pierluigi; Garofalo, Marco; La Rosa, Francesco; Villari, Massimo
Edge-Native Federated Lidar Analytics for Robust Guardrail Monitoring in Rural Environments
2026-01-01 Reggio, Maria Teresa; La Rosa, Francesco; Dell'Acqua, Pierluigi; Villari, Massimo
From open-vocabulary detection to structural assessment: An agentic federated approach for guardrail monitoring
2026-01-01 La Rosa, Francesco; Reggio, Maria Teresa; Dell'Acqua, Pierluigi; Marino, Roberto; Villari, Massimo
Hybrid vision-language models for improved transparency in healthcare processes: The retinal diagnosis use case
2026-01-01 La Rosa, F.; Dell'Acqua, P.; Fazio, M.; Villari, M.
Inferring Cognitive Workload from Symbolic Gaze Sequences Using Large Language Models
2025-01-01 Dell'Acqua, P.; Garofalo, M.; La Rosa, F.; Villari, M.
Simplifying Federated Learning Deployment: Design and Implementation of the FLeeT Framework
2025-01-01 Dell'Acqua, Pierluigi; Garofalo, Margo; La Rosa, Francesco; Villari, Massimo
Weighted Federated Distillation: A knowledge-quality-aware, teacher-less strategy
2026-01-01 Dell'Acqua, Pierluigi; Puglisi, Lemuel; La Rosa, Francesco; Carnevale, Lorenzo; Ravì, Daniele; Villari, Massimo
Your Eyes Under Pressure: Real-Time Estimation of Cognitive Load with Smooth Pursuit Tracking
2025-01-01 Dell’Acqua, Pierluigi; Garofalo, Marco; La Rosa, Francesco; Villari, Massimo
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| A Serverless Quantization-as-a-Service Model to Run Compression Jobs for Edge Intelligence | 1-gen-2025 | De Novi, Danny; Dell'Acqua, Pierluigi; Carnevale, Lorenzo; Fazio, Maria; Villari, Massimo | |
| Agentic Federated LLMs at the Edge for Promptable Guardrail Inspection with YOLO-E | 1-gen-2025 | Dell'Acqua, Pierluigi; La Rosa, Francesco; Villari, Massimo | |
| Benchmarking GANs, Diffusion Models, and Flow Matching for T1w-to-T2w MRI Translation | 1-gen-2026 | Moschetto, A.; Puglisi, L.; Sargood, A.; Dell'Acqua, P.; Guarnera, F.; Battiato, S.; Ravi, Diniele | |
| Bridging the Gap in Federated Learning Deployment: Evaluation and Prototype Design | 1-gen-2025 | Dell’Acqua, Pierluigi; Garofalo, Marco; La Rosa, Francesco; Villari, Massimo | |
| Edge-Native Federated Lidar Analytics for Robust Guardrail Monitoring in Rural Environments | 1-gen-2026 | Reggio, Maria Teresa; La Rosa, Francesco; Dell'Acqua, Pierluigi; Villari, Massimo | |
| From open-vocabulary detection to structural assessment: An agentic federated approach for guardrail monitoring | 1-gen-2026 | La Rosa, Francesco; Reggio, Maria Teresa; Dell'Acqua, Pierluigi; Marino, Roberto; Villari, Massimo | |
| Hybrid vision-language models for improved transparency in healthcare processes: The retinal diagnosis use case | 1-gen-2026 | La Rosa, F.; Dell'Acqua, P.; Fazio, M.; Villari, M. | |
| Inferring Cognitive Workload from Symbolic Gaze Sequences Using Large Language Models | 1-gen-2025 | Dell'Acqua, P.; Garofalo, M.; La Rosa, F.; Villari, M. | |
| Simplifying Federated Learning Deployment: Design and Implementation of the FLeeT Framework | 1-gen-2025 | Dell'Acqua, Pierluigi; Garofalo, Margo; La Rosa, Francesco; Villari, Massimo | |
| Weighted Federated Distillation: A knowledge-quality-aware, teacher-less strategy | 1-gen-2026 | Dell'Acqua, Pierluigi; Puglisi, Lemuel; La Rosa, Francesco; Carnevale, Lorenzo; Ravì, Daniele; Villari, Massimo | |
| Your Eyes Under Pressure: Real-Time Estimation of Cognitive Load with Smooth Pursuit Tracking | 1-gen-2025 | Dell’Acqua, Pierluigi; Garofalo, Marco; La Rosa, Francesco; Villari, Massimo |