| 2025 | ICASSP | Higher-Order Topological Directionality and Directed Simplicial Neural Networks. | Manuel Lecha, Andrea Cavallo, Francesca Dominici, Elvin Isufi, Claudio Battiloro |
| 2025 | ICLR | E(n) Equivariant Topological Neural Networks. | Claudio Battiloro, Ege Karaismailoglu, Mauricio Tec, George Dasoulas, Michelle Audirac, Francesca Dominici |
| 2025 | ICML | TopoTune: A Framework for Generalized Combinatorial Complex Neural Networks. | Mathilde Papillon, Guillermo Bernrdez, Claudio Battiloro, Nina Miolane |
| 2025 | UAI | The Relativity of Causal Knowledge. | Gabriele D'Acunto, Claudio Battiloro |
| 2024 | ICASSP | Topological Neural Networks over the Air. | Simone Fiorellino, Claudio Battiloro, Paolo Di Lorenzo |
| 2024 | ICASSP | Stability of Graph Convolutional Neural Networks Through The Lens of Small Perturbation Analysis. | Lucia Testa, Claudio Battiloro, Stefania Sardellitti, Sergio Barbarossa |
| 2024 | ICLR | 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 |
| 2023 | ICASSP | Topological Slepians: Maximally Localized Representations of Signals Over Simplicial Complexes. | Claudio Battiloro, Paolo Di Lorenzo, Sergio Barbarossa |
| 2023 | ICASSP | Topological Signal Processing Over Weighted Simplicial Complexes. | Claudio Battiloro, Stefania Sardellitti, Sergio Barbarossa, Paolo Di Lorenzo |
| 2023 | ICASSP | Tangent Bundle Filters and Neural Networks: From Manifolds to Cellular Sheaves and Back. | Claudio Battiloro, Zhiyang Wang, Hans Riess, Paolo Di Lorenzo, Alejandro Ribeiro |
| 2023 | ICASSP | Pooling Strategies for Simplicial Convolutional Networks. | Domenico Mattia Cinque, Claudio Battiloro, Paolo Di Lorenzo |
| 2023 | IJCNN | Cell Attention Networks. | Lorenzo Giusti, Claudio Battiloro, Lucia Testa, Paolo Di Lorenzo, Stefania Sardellitti, Sergio Barbarossa |
| 2022 | ICASSP | Dynamic Resource Optimization for Adaptive Federated Learning Empowered by Reconfigurable Intelligent Surfaces. | Claudio Battiloro, Mattia Merluzzi, Paolo Di Lorenzo, Sergio Barbarossa |
| 2022 | ICASSP | Graph Convolutional Networks With Autoencoder-Based Compression And Multi-Layer Graph Learning. | Lorenzo Giusti, Claudio Battiloro, Paolo Di Lorenzo, Sergio Barbarossa |
| 2021 | ICASSP | Dynamic Resource Optimization for Adaptive Federated Learning at the Wireless Network Edge. | Paolo Di Lorenzo, Claudio Battiloro, Mattia Merluzzi, Sergio Barbarossa |
| 2020 | ICASSP | Distributed Tensor Completion Over Networks. | Claudio Battiloro, Paolo Di Lorenzo |
| 2019 | ICASSP | Dynamic Resource Optimization for Decentralized Signal Estimation in Energy Harvesting Wireless Sensor Networks. | Paolo Di Lorenzo, Claudio Battiloro, Paolo Banelli, Sergio Barbarossa |