Ph.D. candidate in Ingegneria Informatica E Dei Sistemi , 39th cycle (2023-2026)
Department of Control and Computer Engineering (DAUIN)
Docente esterno e/o collaboratore didattico
Department of Control and Computer Engineering (DAUIN)
Profile
PhD
Research topic
Latency-Optimized Inference for Large Language Models
Tutors
Research interests
Biography
Currently, during my PhD, I am working on Large Language Models and Transformer-based architectures, more specifically, on optimizing their inference.
Teaching
Teachings
Bachelor of Science
- Informatica. A.A. 2025/26, INGEGNERIA AEROSPAZIALE. Collaboratore del corso
- Informatica. A.A. 2024/25, INGEGNERIA AEROSPAZIALE. Collaboratore del corso
Research
Research groups
Publications
Latest publications View all publications in Porto@Iris
- Benfenati, Luca; Belloni, Sofia; Burrello, Alessio; Kasnesis, Panagiotis; Wang, Xiaying; ... (2025)
EnhancePPG: Improving PPG-based Heart Rate Estimation with Self-Supervision and Augmentation. In: 2025 IEEE 7th International Conference on Artificial Intelligence Circuits and Systems (AICAS), Bordeaux (FRA), 28-30 April 2025, pp. 1-5. ISBN: 979-8-3315-2424-1
Contributo in Atti di Convegno (Proceeding) - Benfenati, Luca; Pagliari, Daniele Jahier; Zanatta, Luca; Velez, Yhorman Alexander ... (2025)
Foundation Models for Structural Health Monitoring. In: IEEE TRANSACTIONS ON SUSTAINABLE COMPUTING, pp. 1-14. ISSN 2377-3782
Contributo su Rivista - Benfenati, Luca; Mar Ingolfsson, Thorir; Cossettini, Andrea; Jahier Pagliari, Daniele; ... (2024)
BISeizuRe: BERT-Inspired Seizure Data Representation to Improve Epilepsy Monitoring. In: 2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC), Orlando (USA), 15-19 July 2024. ISBN: 979-8-3503-7149-9
Contributo in Atti di Convegno (Proceeding)