Paolo Di Lorenzo

Joined

January 2023

Names

Paolo Di Lorenzo (Preferred)

Emails

****@uniroma1.it (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Associate Professor

University of Roma "La Sapienza" (uniroma1.it)

2021 – 2025

Assistant Professor

University of Perugia (unipg.it)

2018 – 2021

Advisors, Relations & Conflicts

PhD Advisor

Sergio Barbarossa

2009 – 2012

Expertise

topological deep learning

Present

edge intelligence

Present

distributed optimization

Present

signal processing

Present

Publications

Causal Abstraction Learning based on the Semantic Embedding Principle
Gabriele D'Acunto, Fabio Massimo Zennaro, Yorgos Felekis, Paolo Di Lorenzo
- ICML 2025 poster
- Readers: Everyone
Position: Topological Deep Learning is the New Frontier for Relational Learning
Theodore Papamarkou, Tolga Birdal, Michael M. Bronstein, Gunnar E. Carlsson, Justin Curry, Yue Gao, Mustafa Hajij, Roland Kwitt, Pietro Lio, Paolo Di Lorenzo, Vasileios Maroulas, Nina Miolane, Farzana Nasrin, Karthikeyan Natesan Ramamurthy, Bastian Rieck, Simone Scardapane, Michael T Schaub, Petar Veličković, Bei Wang, Yusu Wang et al. (2 additional authors not shown)
- ICML 2024 Poster
- Readers: Everyone
From Latent Graph to Latent Topology Inference: Differentiable Cell Complex Module
Claudio Battiloro, Indro Spinelli, Lev Telyatnikov, Michael M. Bronstein, Simone Scardapane, Paolo Di Lorenzo
- ICLR 2024 poster
- Readers: Everyone
Multiscale Causal Structure Learning
Gabriele D'Acunto, Paolo Di Lorenzo, Sergio Barbarossa
- Accepted by TMLR
- Readers: Everyone
Lyapunov-Based Optimization of Edge Resources for Energy-Efficient Adaptive Federated Learning
Claudio Battiloro, Paolo Di Lorenzo, Mattia Merluzzi, Sergio Barbarossa
- Published: 01 Jan 2023, Last Modified: 11 May 2023
- IEEE Trans. Green Commun. Netw. 2023
- Readers: Everyone
Tangent Bundle Convolutional Learning: from Manifolds to Cellular Sheaves and Back
Claudio Battiloro, Zhiyang Wang, Hans Riess, Paolo Di Lorenzo, Alejandro Ribeiro
- Published: 01 Jan 2023, Last Modified: 11 May 2023
- CoRR 2023
- Readers: Everyone
RIS-Enabled Smart Wireless Environments: Deployment Scenarios, Network Architecture, Bandwidth and Area of Influence
George C. Alexandropoulos, Dinh-Thuy Phan-Huy, Konstantinos D. Katsanos, Maurizio Crozzoli, Henk Wymeersch, Petar Popovski, Philippe Ratajczak, Yohann Bénédic, Marie-Hélène Hamon, Sebastien Herraiz Gonzalez, Placido Mursia, Marco Rossanese, Vincenzo Sciancalepore, Jean-Baptiste Gros, Sergio Terranova, Gabriele Gradoni, Paolo Di Lorenzo, Moustafa Rahal, Benoît Denis, Raffaele D'Errico et al. (2 additional authors not shown)
- Published: 01 Jan 2023, Last Modified: 12 May 2023
- CoRR 2023
- Readers: Everyone
Energy-Efficient Classification at the Wireless Edge with Reliability Guarantees
Mattia Merluzzi, Claudio Battiloro, Paolo Di Lorenzo, Emilio Calvanese Strinati
- Published: 01 Jan 2022, Last Modified: 11 May 2023
- ICC Workshops 2022
- Readers: Everyone
Tangent Bundle Filters and Neural Networks: from Manifolds to Cellular Sheaves and Back
Claudio Battiloro, Zhiyang Wang, Hans Riess, Paolo Di Lorenzo, Alejandro Ribeiro
- Published: 01 Jan 2022, Last Modified: 11 May 2023
- CoRR 2022
- Readers: Everyone
Simplicial Attention Neural Networks
Lorenzo Giusti, Claudio Battiloro, Paolo Di Lorenzo, Stefania Sardellitti, Sergio Barbarossa
- Published: 01 Jan 2022, Last Modified: 11 May 2023
- CoRR 2022
- Readers: Everyone

View all 115 publications

Co-Authors

View all 93 co-authors