| Lyapunov-based optimization of edge resources for energy-efficient adaptive federated learning C Battiloro, P Di Lorenzo, M Merluzzi, S Barbarossa IEEE Transactions on Green Communications and Networking 7 (1), 265-280, 2022 | 43 | 2022 |
| Generalized simplicial attention neural networks C Battiloro, L Testa, L Giusti, S Sardellitti, P Di Lorenzo, S Barbarossa IEEE Transactions on Signal and Information Processing over Networks, 2023 | 42* | 2023 |
| Cell attention networks L Giusti, C Battiloro, L Testa, P Di Lorenzo, S Sardellitti, S Barbarossa 2023 International Joint Conference on Neural Networks (IJCNN), 1-8, 2023 | 35 | 2023 |
| From latent graph to latent topology inference: Differentiable cell complex module C Battiloro, I Spinelli, L Telyatnikov, M Bronstein, S Scardapane, ... ICLR 2024, 2023 | 15 | 2023 |
| Dynamic resource optimization for adaptive federated learning at the wireless network edge P Di Lorenzo, C Battiloro, M Merluzzi, S Barbarossa ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and …, 2021 | 15 | 2021 |
| Goal-oriented communications for the IoT: System design and adaptive resource optimization P Di Lorenzo, M Merluzzi, F Binucci, C Battiloro, P Banelli, EC Strinati, ... IEEE Internet of Things Magazine 6 (4), 26-32, 2023 | 12 | 2023 |
| Topological signal processing over weighted simplicial complexes C Battiloro, S Sardellitti, S Barbarossa, P Di Lorenzo ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 12 | 2023 |
| Simplicial attention networks L Giusti, C Battiloro, P Di Lorenzo, S Sardellitti, S Barbarossa Preprint, 2022 | 12 | 2022 |
| Tangent bundle filters and neural networks: From manifolds to cellular sheaves and back C Battiloro, Z Wang, H Riess, P Di Lorenzo, A Ribeiro ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 11 | 2023 |
| Topological slepians: Maximally localized representations of signals over simplicial complexes C Battiloro, P Di Lorenzo, S Barbarossa ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 11 | 2023 |
| Tangent bundle convolutional learning: from manifolds to cellular sheaves and back C Battiloro, Z Wang, H Riess, P Di Lorenzo, A Ribeiro IEEE Transactions on Signal Processing, 2024 | 9 | 2024 |
| Energy-efficient classification at the wireless edge with reliability guarantees M Merluzzi, C Battiloro, P Di Lorenzo, EC Strinati 2022 IEEE International Conference on Communications Workshops (ICC …, 2022 | 9 | 2022 |
| TopoX: a suite of Python packages for machine learning on topological domains M Hajij, M Papillon, F Frantzen, J Agerberg, I AlJabea, R Ballester, ... Journal of Machine Learning Research 25 (374), 1-8, 2024 | 6 | 2024 |
| Pooling strategies for simplicial convolutional networks DM Cinque, C Battiloro, P Di Lorenzo ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and …, 2023 | 6 | 2023 |
| Dynamic resource optimization for decentralized estimation in energy harvesting IoT networks C Battiloro, P Di Lorenzo, P Banelli, S Barbarossa IEEE Internet of Things Journal 8 (10), 8530-8542, 2020 | 6 | 2020 |
| ICML 2023 topological deep learning challenge: design and results M Papillon, M Hajij, A Myers, F Frantzen, G Zamzmi, H Jenne, J Mathe, ... Topological, Algebraic and Geometric Learning Workshops 2023, 3-8, 2023 | 5 | 2023 |
| Dynamic resource optimization for adaptive federated learning empowered by reconfigurable intelligent surfaces C Battiloro, M Merluzzi, P Di Lorenzo, S Barbarossa ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022 | 5 | 2022 |
| E (n) Equivariant Topological Neural Networks C Battiloro, E Karaismailoğlu, M Tec, G Dasoulas, M Audirac, F Dominici ICLR 2025, 2025 | 3 | 2025 |
| Topological Neural Networks over the Air S Fiorellino, C Battiloro, P Di Lorenzo ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | 3 | 2024 |
| Stability of Graph Convolutional Neural Networks through the lens of small perturbation analysis L Testa, C Battiloro, S Sardellitti, S Barbarossa ICASSP 2024-2024 IEEE International Conference on Acoustics, Speech and …, 2024 | 3 | 2024 |
Paolo Di LorenzoSapienza University of RomeVerified email at uniroma1.it
