| 2026 | AAAI | A Unified Convergence Analysis for Semi-Decentralized Learning: Sampled-to-Sampled vs. Sampled-to-All Communication. | Angelo Rodio, Giovanni Neglia, Zheng Chen, Erik G. Larsson |
| 2025 | AAAI | Attribute Inference Attacks for Federated Regression Tasks. | Francesco Diana, Othmane Marfoq, Chuan Xu, Giovanni Neglia, Frdric Giroire, Eoin Thomas |
| 2025 | AAAI | Scalable Decentralized Algorithms for Online Personalized Mean Estimation. | Franco Galante, Giovanni Neglia, Emilio Leonardi |
| 2025 | ICML | FedBEns: One-Shot Federated Learning based on Bayesian Ensemble. | Jacopo Talpini, Marco Savi, Giovanni Neglia |
| 2025 | ICML | When to Forget? Complexity Trade-offs in Machine Unlearning. | Martin Van Waerebeke, Marco Lorenzi, Giovanni Neglia, Kevin Scaman |
| 2025 | MASCOTS | Green Federated Learning via Carbon-Aware Client and Time Slot Scheduling. | Daniel Richards Arputharaj, Charlotte Rodriguez, Angelo Rodio, Giovanni Neglia |
| 2025 | Networking | Memory-efficient Online Caching Policies with Regret Guarantees. | Xufeng Zhang, Sara Alouf, Giovanni Neglia |
| 2025 | UAI | Cutting Through Privacy: A Hyperplane-Based Data Reconstruction Attack in Federated Learning. | Francesco Diana, Andr Nusser, Chuan Xu, Giovanni Neglia |
| 2024 | ECAI | FedStale: leveraging Stale Updates in Federated Learning. | Angelo Rodio, Giovanni Neglia |
| 2024 | ICML | Improved Stability and Generalization Guarantees of the Decentralized SGD Algorithm. | Batiste Le Bars, Aurlien Bellet, Marc Tommasi, Kevin Scaman, Giovanni Neglia |
| 2023 | AISTATS | Federated Learning for Data Streams. | Othmane Marfoq, Giovanni Neglia, Laetitia Kameni, Richard Vidal |
| 2023 | GLOBECOM | DNN Split Computing: Quantization and Run-Length Coding are Enough. | Damiano Carra, Giovanni Neglia |
| 2023 | INFOCOM | Federated Learning under Heterogeneous and Correlated Client Availability. | Angelo Rodio, Francescomaria Faticanti, Othmane Marfoq, Giovanni Neglia, Emilio Leonardi |
| 2023 | SIGMETRICS | Enabling Long-term Fairness in Dynamic Resource Allocation. | Tareq Si Salem, Georgios Iosifidis, Giovanni Neglia |
| 2022 | GLOBECOM | Computing the Hit Rate of Similarity Caching. | Younes Ben Mazziane, Sara Alouf, Giovanni Neglia, Daniel Sadoc Menasch |
| 2022 | ICML | Personalized Federated Learning through Local Memorization. | Othmane Marfoq, Giovanni Neglia, Richard Vidal, Laetitia Kameni |
| 2022 | INFOCOM | A Formal Analysis of the Count-Min Sketch with Conservative Updates. | Younes Ben Mazziane, Sara Alouf, Giovanni Neglia |
| 2022 | SIGMETRICS | Online Caching Networks with Adversarial Guarantees. | Yuanyuan Li, Tareq Si Salem, Giovanni Neglia, Stratis Ioannidis |
| 2021 | GLOBECOM | Taking two Birds with one k-NN Cache. | Damiano Carra, Giovanni Neglia |
| 2021 | GLOBECOM | Caching Heterogeneous Size Content in Small Cell Networks with CoMP Joint Transmissions. | Guilherme Iecker Ricardo, Giovanni Neglia, Thrasyvoulos Spyropoulos |
| 2021 | INFOCOM | GRADES: Gradient Descent for Similarity Caching. | Anirudh Sabnis, Tareq Si Salem, Giovanni Neglia, Michele Garetto, Emilio Leonardi, Ramesh K. Sitaraman |
| 2020 | AISTATS | Decentralized gradient methods: does topology matter? | Giovanni Neglia, Chuan Xu, Don Towsley, Gianmarco Calbi |
| 2020 | INFOCOM | Similarity Caching: Theory and Algorithms. | Michele Garetto, Emilio Leonardi, Giovanni Neglia |
| 2020 | Networking | Dynamic Backup Workers for Parallel Machine Learning. | Chuan Xu, Giovanni Neglia, Nicola Sebastianelli |
| 2020 | USENIX | Efficient Miss Ratio Curve Computation for Heterogeneous Content Popularity. | Damiano Carra, Giovanni Neglia |
| 2019 | INFOCOM | TTL-based Cloud Caches. | Damiano Carra, Giovanni Neglia, Pietro Michiardi |
| 2019 | INFOCOM | The Role of Network Topology for Distributed Machine Learning. | Giovanni Neglia, Gianmarco Calbi, Don Towsley, Gayane Vardoyan |
| 2019 | MASCOTS | How Often Should I Access My Online Social Networks? | Eduardo M. Hargreaves, Daniel Sadoc Menasch, Giovanni Neglia |
| 2018 | CLOUD | Elastic Provisioning of Cloud Caches: a Cost-aware TTL Approach. | Damiano Carra, Giovanni Neglia, Pietro Michiardi |
| 2018 | MOBICOM | Implicit Coordination of Caches in Small Cell Networks under Unknown Popularity Profiles. | Giovanni Neglia |
| 2017 | INFOCOM | Simulated annealing for edge partitioning. | Hlib Mykhailenko, Giovanni Neglia, Fabrice Huet |
| 2017 | INFOCOM | Cache policies for linear utility maximization. | Giovanni Neglia, Damiano Carra, Pietro Michiardi |
| 2015 | Networking | Geographically fair in-network caching for mobile data offloading. | Mahmoud El Chamie, Chadi Barakat, Giovanni Neglia |
| 2014 | INFOCOM | Pay few, influence most: Online myopic network covering. | Konstantin Avrachenkov, Prithwish Basu, Giovanni Neglia, Bruno F. Ribeiro, Donald F. Towsley |
| 2014 | INFOCOM | Unidirectional probabilistic direct control for deferrable loads. | Giovanni Neglia, Giuseppe Di Bella, Laura Giarr, Ilenia Tinnirello |
| 2014 | INFOCOM | How to network in online social networks. | Giovanni Neglia, Xiuhui Ye, Maksym Gabielkov, Arnaud Legout |
| 2013 | Networking | Reducing communication overhead for average consensus. | Mahmoud El Chamie, Giovanni Neglia, Konstantin Avrachenkov |
| 2013 | VTC | On Optimal Packet Routing in Deterministic DTNs. | Giovanni Neglia, Xiaolan Zhang, James F. Kurose, Don Towsley, Haixiang Wang |
| 2011 | DCOSS | A local average consensus algorithm for wireless sensor networks. | Konstantin Avrachenkov, Mahmoud El Chamie, Giovanni Neglia |
| 2011 | INFOCOM | Timely data delivery in a realistic bus network. | Utku Gnay Acer, Paolo Giaccone, David Hay, Giovanni Neglia, Saed Tarapiah |
| 2011 | INFOCOM | Distributed subgradient methods for Delay Tolerant Networks. | Riccardo Masiero, Giovanni Neglia |
| 2011 | Networking | A Nash Bargaining Solution for Cooperative Network Formation Games. | Konstantin Avrachenkov, Jocelyne Elias, Fabio Martignon, Giovanni Neglia, Leon A. Petrosyan |
| 2010 | INFOCOM | Socially-Aware Network Design Games. | Jocelyne Elias, Fabio Martignon, Konstantin Avrachenkov, Giovanni Neglia |
| 2009 | GLOBECOM | Performance Analysis of Selfish Access Strategies on WiFi Infrastructure Networks. | Laura Giarr, Giovanni Neglia, Ilenia Tinnirello |
| 2009 | INFOCOM | Decentralized Stochastic Control of Delay Tolerant Networks. | Eitan Altman, Giovanni Neglia, Francesco De Pellegrini, Daniele Miorandi |
| 2009 | Networking | Compound TCP with Random Losses. | Alberto Blanc, Konstantin Avrachenkov, Denis Collange, Giovanni Neglia |
| 2007 | INFOCOM | Availability in BitTorrent Systems. | Giovanni Neglia, Giuseppe Reina, Honggang Zhang, Donald F. Towsley, Arun Venkataramani, John S. Danaher |
| 2007 | INFOCOM | On Unstructured File Sharing Networks. | Honggang Zhang, Giovanni Neglia, Donald F. Towsley, Giuseppe Lo Presti |
| 2007 | MASS | Embedding Evolution in Epidemic-Style Forwarding. | Sara Alouf, Iacopo Carreras, Daniele Miorandi, Giovanni Neglia |
| 2006 | Networking | Performance Modeling of Epidemic Routing. | Xiaolan Zhang, Giovanni Neglia, James F. Kurose, Donald F. Towsley |
| 2006 | SIGCOMM | Optimal delay-power tradeoff in sparse delay tolerant networks: a preliminary study. | Giovanni Neglia, Xiaolan Zhang |
| 2004 | MASCOTS | Is TCP Packet Reordering Always Harmful? | Giovanni Neglia, Vincenzo Falletta, Giuseppe Bianchi |
| 2003 | GLOBECOM | Performance evaluation of a new adaptive packet marking scheme for TCP over DiffServ networks. | Giovanni Neglia, Giuseppe Bianchi, Marilena Sottile |
| 2002 | GLOBECOM | On the self-similarity of measurement-based admission controlled traffic. | Giuseppe Bianchi, Vincenzo Mancuso, Giovanni Neglia |
| 2002 | Networking | Is Admission-Controlled Traffic Self-Similar? | Giuseppe Bianchi, Vincenzo Mancuso, Giovanni Neglia |