Pierluigi Dell'Acqua

According to our database, Pierluigi Dell'Acqua authored at least 10 papers between 2024 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Hybrid vision-language models for improved transparency in healthcare processes: The retinal diagnosis use case.

Francesco la Rosa, Pierluigi Dell'Acqua, Maria Fazio, Massimo Villari

Knowl. Based Syst., 2026

Weighted Federated Distillation: A knowledge-quality-aware, teacher-less strategy.

Pierluigi Dell'Acqua, Lemuel Puglisi, Francesco la Rosa, Lorenzo Carnevale, Daniele Ravì, Massimo Villari

Future Gener. Comput. Syst., 2026

2025

Your Eyes Under Pressure: Real-Time Estimation of Cognitive Load with Smooth Pursuit Tracking.

Pierluigi Dell'Acqua, Marco Garofalo, Francesco la Rosa, Massimo Villari

Big Data Cogn. Comput., 2025

Inferring Cognitive Workload From Symbolic Gaze Sequences Using Large Language Models.

Pierluigi Dell'Acqua, Marco Garofalo, Francesco la Rosa, Massimo Villari

IEEE Access, 2025

Agentic Federated LLMs at the Edge for Promptable Guardrail Inspection with YOLO-E.

Pierluigi Dell'Acqua, Francesco la Rosa, Massimo Villari

Proceedings of the 18th IEEE/ACM International Conference on Utility and Cloud Computing, 2025

Simplifying Federated Learning Deployment: Design and Implementation of the FLeeT Framework.

Pierluigi Dell'Acqua, Marco Garofalo, Francesco la Rosa, Massimo Villari

Proceedings of the 18th IEEE/ACM International Conference on Utility and Cloud Computing, 2025

A Serverless Quantization-as-a-Service Model to Run Compression Jobs for Edge Intelligence.

Danny De Novi, Pierluigi Dell'Acqua, Lorenzo Carnevale, Maria Fazio, Massimo Villari

Proceedings of the IEEE Symposium on Computers and Communications, 2025

Benchmarking GANs, Diffusion Models, and Flow Matching for T1w-to-T2w MRI Translation.

Andrea Moschetto, Lemuel Puglisi, Alec Sargood, Pierluigi Dell'Acqua, Francesco Guarnera, Sebastiano Battiato, Daniele Ravì

Proceedings of the Image Analysis and Processing - ICIAP 2025 Workshops, 2025

Bridging the Gap in Federated Learning Deployment: Evaluation and Prototype Design.

Pierluigi Dell'Acqua, Marco Garofalo, Francesco la Rosa, Massimo Villari

Proceedings of the IEEE International Conference on Big Data, 2025

2024

Knowledge Distillation and Federated Learning for Data-Driven Monitoring of Electrical Vehicle Li-Battery.

Pierluigi Dell'Acqua, Maria Fazio, Lorenzo Carnevale, Massimo Villari

Proceedings of the IEEE Symposium on Computers and Communications, 2024