Luca Benfenati

According to our database, Luca Benfenati authored at least 6 papers between 2024 and 2026.

Collaborative distances:

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

2026

Before Parc Fermé: RL-Time Pruning for Efficient Embodied LLMs in Autonomous Driving.

Luca Benfenati, Ali Azimi, Matteo Risso, Fabio Carapellese, Daniele Jahier Pagliari, Alessio Burrello

CoRR, May, 2026

Don't be so Stief! Learning KV Cache low-rank approximation over the Stiefel manifold.

Luca Benfenati, Matteo Risso, Andrea Vannozzi, Ahmet Caner Yüzügüler, Lukas Cavigelli, Enrico Macii, Daniele Jahier Pagliari, Alessio Burrello

CoRR, January, 2026

2025

SINQ: Sinkhorn-Normalized Quantization for Calibration-Free Low-Precision LLM Weights.

Lorenz K. Müller, Philippe Bich, Jiawei Zhuang, Ahmet Çelik, Luca Benfenati, Lukas Cavigelli

CoRR, September, 2025

Foundation Models for Structural Health Monitoring.

Luca Benfenati, Daniele Jahier Pagliari, Luca Zanatta, Yhorman Alexander Bedoya Velez, Andrea Acquaviva, Massimo Poncino, Enrico Macii, Luca Benini, Alessio Burrello

IEEE Trans. Sustain. Comput., 2025

EnhancePPG: Improving PPG-based Heart Rate Estimation with Self-Supervision and Augmentation.

Luca Benfenati, Sofia Belloni, Alessio Burrello, Panagiotis Kasnesis, Xiaying Wang, Luca Benini, Massimo Poncino, Enrico Macii, Daniele Jahier Pagliari

Proceedings of the 7th IEEE International Conference on Artificial Intelligence Circuits and Systems, 2025

2024

BISeizuRe: BERT-Inspired Seizure Data Representation to Improve Epilepsy Monitoring.

Luca Benfenati, Thorir Mar Ingolfsson, Andrea Cossettini, Daniele Jahier Pagliari, Alessio Burrello, Luca Benini

Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024