Lorenzo Sani

According to our database, Lorenzo Sani authored at least 24 papers between 2006 and 2026.

Collaborative distances:

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

2026

Response-Conditioned Parallel-to-Sequential Orchestration for Multi-Agent Systems.

Nurbek Tastan, Alex Iacob, Lorenzo Sani, Meghdad Kurmanji, Nicholas D. Lane, Samuel Horvath, Karthik Nandakumar

CoRR, May, 2026

LoRDO: Distributed Low-Rank Optimization with Infrequent Communication.

Andrej Jovanovic, Alex Iacob, Mher Safaryan, Ionut-Vlad Modoranu, Lorenzo Sani, William F. Shen, Xinchi Qiu, Dan Alistarh, Nicholas D. Lane

CoRR, February, 2026

2025

MT-DAO: Multi-Timescale Distributed Adaptive Optimizers with Local Updates.

Alex Iacob, Andrej Jovanovic, Mher Safaryan, Meghdad Kurmanji, Lorenzo Sani, Samuel Horváth, William F. Shen, Xinchi Qiu, Nicholas D. Lane

CoRR, October, 2025

AbbIE: Autoregressive Block-Based Iterative Encoder for Efficient Sequence Modeling.

Preslav Aleksandrov, Meghdad Kurmanji, Fernando García-Redondo, David O'Shea, William F. Shen, Alex Iacob, Lorenzo Sani, Xinchi Qiu, Nicola Cancedda, Nicholas D. Lane

CoRR, July, 2025

DES-LOC: Desynced Low Communication Adaptive Optimizers for Training Foundation Models.

Alex Iacob, Lorenzo Sani, Mher Safaryan, Paris Giampouras, Samuel Horváth, Andrej Jovanovic, Meghdad Kurmanji, Preslav Aleksandrov, William F. Shen, Xinchi Qiu, Nicholas D. Lane

CoRR, May, 2025

SparsyFed: Sparse Adaptive Federated Training.

Adriano Guastella, Lorenzo Sani, Alex Iacob, Alessio Mora, Paolo Bellavista, Nicholas D. Lane

CoRR, April, 2025

BixBench: a Comprehensive Benchmark for LLM-based Agents in Computational Biology.

Ludovico Mitchener, Jon M. Laurent, Benjamin Tenmann, Siddharth Narayanan, Geemi P. Wellawatte, Andrew D. White, Lorenzo Sani, Samuel G. Rodriques

CoRR, March, 2025

LUNAR: LLM Unlearning via Neural Activation Redirection.

William F. Shen, Xinchi Qiu, Meghdad Kurmanji, Alex Iacob, Lorenzo Sani, Yihong Chen, Nicola Cancedda, Nicholas D. Lane

CoRR, February, 2025

Evidence based management of medical devices: A follow-up experiment.

Fabio Crapanzano, Alessio Luschi, Francesca Satta, Lorenzo Sani, Ernesto Iadanza

Biomed. Signal Process. Control., 2025

Photon: Federated LLM Pre-Training.

Lorenzo Sani, Alex Iacob, Zeyu Cao, Royson Lee, Bill Marino, Yan Gao, Wanru Zhao, Dongqi Cai, Zexi Li, Xinchi Qiu, Nicholas D. Lane

Proceedings of the Eighth Conference on Machine Learning and Systems, 2025

DEPT: Decoupled Embeddings for Pre-training Language Models.

Alex Iacob, Lorenzo Sani, Meghdad Kurmanji, William F. Shen, Xinchi Qiu, Dongqi Cai, Yan Gao, Nicholas Donald Lane

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

SparsyFed: Sparse Adaptive Federated Learning.

Adriano Guastella, Lorenzo Sani, Alex Iacob, Alessio Mora, Paolo Bellavista, Nicholas Donald Lane

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Sheaf HyperNetworks for Personalized Federated Learning.

Bao Nguyen, Lorenzo Sani, Xinchi Qiu, Pietro Liò, Nicholas D. Lane

CoRR, 2024

Worldwide Federated Training of Language Models.

Alex Iacob, Lorenzo Sani, Bill Marino, Preslav Aleksandrov, William F. Shen, Nicholas Donald Lane

CoRR, 2024

The Future of Large Language Model Pre-training is Federated.

Lorenzo Sani, Alex Iacob, Zeyu Cao, Bill Marino, Yan Gao, Tomás Paulik, Wanru Zhao, William F. Shen, Preslav Aleksandrov, Xinchi Qiu, Nicholas D. Lane

CoRR, 2024

FedAnchor: Enhancing Federated Semi-Supervised Learning with Label Contrastive Loss for Unlabeled Clients.

Xinchi Qiu, Yan Gao, Lorenzo Sani, Heng Pan, Wanru Zhao, Pedro P. B. de Gusmao, Mina Alibeigi, Alex Iacob, Nicholas D. Lane

CoRR, 2024

XAI for industrial coating processes in the era of Industry 5.0.

Massimiliano Proietti, Federico Bianchi, Alessandro Vispa, Lorenzo Sani, Andrea Marini, Stefano Speziali, Alberto Garinei, Emanuele Piccioni, Marcello Marconi

Proceedings of the IEEE International Workshop on Metrology for Industry 4.0 and IoT, 2024

2023

High-throughput Simulation of Federated Learning via Resource-Aware Client Placement.

Lorenzo Sani, Pedro Porto Buarque de Gusmão, Alex Iacob, Wanru Zhao, Xinchi Qiu, Yan Gao, Javier Fernández-Marqués, Nicholas Donald Lane

CoRR, 2023

A Novel Approach to Face Early Pandemics Using QUBO Models.

Stefano Speziali, Andrea Marini, Alessandro Vispa, Federico Bianchi, Massimiliano Proietti, Alberto Garinei, Lorenzo Mattioli, Lorenzo Sani, Emanuele Piccioni, Marcello Marconi

Proceedings of the IEEE International Conference on Quantum Computing and Engineering, 2023

Gesture recognition for Healthcare 4.0: a machine learning approach to reduce clinical infection risks.

Bernardo Lanza, Enrico Ferlinghetti, Cristina Nuzzi, Lorenzo Sani, Alberto Garinei, Lorenzo Maiorfi, Simone Naso, Emanuele Piccioni, Federico Bianchi, Massimiliano Proietti, Andrea Marini, Stefano Speziali, Marcello Marconi, Alessandro Vispa, Matteo Lancini

Proceedings of the 2023 IEEE International Workshop on Metrology for Industry 4.0 & IoT, 2023

2022

3D Huygens Principle Based Microwave Imaging Through MammoWave Device: Validation Through Phantoms.

Bilal Khalid, Banafsheh Khalesi, Navid Ghavami, Lorenzo Sani, Alessandro Vispa, Mario Badia, Sandra E. M. Dudley, Mohammad Ghavami, Gianluigi Tiberi

IEEE Access, 2022

2019

Novel microwave apparatus for breast lesions detection: Preliminary clinical results.

Lorenzo Sani, Navid Ghavami, Alessandro Vispa, Martina Paoli, Giovanni Raspa, Mohammad Ghavami, Francesco Sacchetti, Eleonora Vannini, Simonetta Ercolani, Andrea Saracini, Michele Duranti, Gianluigi Tiberi

Biomed. Signal Process. Control., 2019

2008

Functional Exploration Studies of Supramodal Organization in the Human Extrastriate Cortex.

Emiliano Ricciardi, Daniela Bonino, Lorenzo Sani, Pietro Pietrini

Proceedings of the Sense of Touch and its Rendering - Progress in Haptics Research, 2008

2006

Combination of event-related potentials and functional magnetic resonance imaging during single-letter reading.

Silvia Casarotto, Anna M. Bianchi, Sergio Cerutti, Nicola Vanello, Emiliano Ricciardi, Claudio Gentili, Lorenzo Sani, Daniela Bonino, Mario Guazzelli, Pietro Pietrini, Luigi Landini, Giuseppe A. Chiarenza

Proceedings of the 28th International Conference of the IEEE Engineering in Medicine and Biology Society, 2006