| 2026 | INFOCOM | OMNIS: Semantic RAN Slicing via Dynamic Split Neural Networks. | Langtian Qin, Ian Harshbarger, Lela Nasraoui, Carla Fabiana Chiasserini, Marco Levorato |
| 2026 | Networking | AdaptaNet: Towards Modular and Dynamic Slimmable Neural Networks for Adaptive Edge Computing. | Ian Harshbarger, Marco Levorato |
| 2026 | Networking | ADEx: Adaptive Early Exit DNNs for Inference Robustness to Popularity Drift. | Zhiqiang Zhao, Daniele Brevi, Marco Levorato, Francesco Malandrino, Claudio Pastrone, Carla Fabiana Chiasserini |
| 2026 | WoWMoM | CLEAR: Scheduling of Multi-Model Mobile Workloads on Chiplet Edge Platforms. | Chetna Singhal, Matteo Mendula, Francesco Malandrino, Marco Levorato, Carla Fabiana Chiasserini |
| 2026 | SmartComp | A Semantic Digital Twin for Occlusion-Aware Cooperative Collision Prediction. | Malik Luti, Daniel Solc, Mats Dopiriak, Zixia Xia, Juraj Gazda, Marco Levorato |
| 2025 | ICDCS | HERACLES: Hierarchical Semantic Communications for Distributed Dynamic Sensor Fusion. | Langtian Qin, Yashuo Wu, Sameh Najeh, Marco Levorato, Carla Fabiana Chiasserini |
| 2025 | IOLTS | AI-Based Classification of Adversarial Attacks vs. Hardware Fault Corruptions in the Split Computing Context. | Giuseppe Esposito, Enrico Magliano, Nicola Scarano, Tamer Ahmed Eltaras, Juan-David Guerrero-Balaguera, Luca Mannella, Josie E. Rodriguez Condia, Annachiara Ruospo, Stefano Di Carlo, Marco Levorato, Alessandro Savino, Matteo Sonza Reorda |
| 2025 | MASS | Distributed Context-Aware Resource Allocation for Dynamic Sensor Fusion in Edge Inference. | Yashuo Wu, Carla Fabiana Chiasserini, Marco Levorato |
| 2025 | SMC | Distributed Processing of Deep Learning Models for Multi-Sensor Fusion. | Rbert Rauch, Marco Levorato, Juraj Gazda |
| 2025 | WCNC | Leveraging LSTM Networks for Adaptive Deep Learning in Connected Autonomous Vehicles. | Rbert Rauch, Juraj Gazda, Marco Levorato |
| 2025 | WACV | A Multi-Task Supervised Compression Model for Split Computing. | Yoshitomo Matsubara, Matteo Mendula, Marco Levorato |
| 2025 | WoWMoM | DCP: a TCP-Inspired Method for Online Domain Adaptation under Dynamic Data Drift. | Alessandro Buratto, Marco Levorato, Leonardo Badia |
| 2025 | WoWMoM | NaviSplit: Dynamic Multi-Branch Split DNNs for Efficient Distributed Autonomous Navigation. | Timothy K. Johnsen, Ian Harshbarger, Zixia Xia, Marco Levorato |
| 2025 | WoWMoM | Dependable Distributed Training of Compressed Machine Learning Models. | Francesco Malandrino, Giuseppe Di Giacomo, Marco Levorato, Carla Fabiana Chiasserini |
| 2025 | WoWMoM | POSTER: ACOFAD: 6G-enabled ASIL-Centric Offloading Framework for Autonomous Driving. | Bayrem Zarai, Lela Nasraoui, Marco Levorato, Lela Sadane |
| 2024 | INFOCOM | Resource-aware Deployment of Dynamic DNNs over Multi-tiered Interconnected Systems. | Chetna Singhal, Yashuo Wu, Francesco Malandrino, Marco Levorato, Carla Fabiana Chiasserini |
| 2024 | IOLTS | Enhancing the Reliability of Split Computing Deep Neural Networks. | Giuseppe Esposito, Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Marco Levorato, Matteo Sonza Reorda |
| 2024 | IOLTS | Effective Application-level Error Modeling of Permanent Faults on AI Accelerators. | Francesco Pessia, Juan-David Guerrero-Balaguera, Robert Limas Sierra, Josie E. Rodriguez Condia, Marco Levorato, Matteo Sonza Reorda |
| 2024 | NetSoft | Benchmarking Different Strategies for Offloading ROS2 Computation to the Edge. | Daniele Cacciabue, Jacopo Marino, Francesco Aglieco, Marco Levorato, Domenico Perroni, Fulvio Risso |
| 2024 | PERCOM | Furcifer: a Context Adaptive Middleware for Real-world Object Detection Exploiting Local, Edge, and Split Computing in the Cloud Continuum. | Matteo Mendula, Paolo Bellavista, Marco Levorato, Sharon Ladron de Guevara Contreras |
| 2024 | VTS | Evaluating the Reliability of Supervised Compression for Split Computing. | Juan-David Guerrero-Balaguera, Josie E. Rodriguez Condia, Marco Levorato, Matteo Sonza Reorda |
| 2024 | SECON | Resource-Efficient Sensor Fusion via System-Wide Dynamic Gated Neural Networks. | Chetna Singhal, Yashuo Wu, Francesco Malandrino, S. Ladron de Guevara Contreras, Marco Levorato, Carla Fabiana Chiasserini |
| 2024 | SmartComp | Distributed Radiance Fields for Edge Video Compression and Metaverse Integration in Autonomous Driving. | Eugen Slapak, Mats Dopiriak, Mohammad Abdullah Al Faruque, Juraj Gazda, Marco Levorato |
| 2023 | CHASE | Active Reinforcement Learning for Personalized Stress Monitoring in Everyday Settings. | Ali Tazarv, Sina Labbaf, Amir-Mohammad Rahmani, Nikil D. Dutt, Marco Levorato |
| 2023 | ICASSP | CADET: Control-Aware Dynamic Edge Computing for Real-Time Target Tracking in UAV Systems. | Luis Felipe Florenzan Reyes, Francesco Smarra, Alessandro D'Innocenzo, Marco Levorato |
| 2023 | ICDCS | SplitBeam: Effective and Efficient Beamforming in Wi-Fi Networks Through Split Computing. | Niloofar Bahadori, Yoshitomo Matsubara, Marco Levorato, Francesco Restuccia |
| 2023 | INFOCOM | Matching DNN Compression and Cooperative Training with Resources and Data Availability. | Francesco Malandrino, Giuseppe Di Giacomo, Armin Karamzade, Marco Levorato, Carla Fabiana Chiasserini |
| 2023 | PERCOM | Selective Data Offloading in Edge Computing for Two-Tier Classification With Local Domain Partitions. | Forough Shirin Abkenar, Leonardo Badia, Marco Levorato |
| 2023 | WoWMoM | Online Domain Adaptive Classification for Mobile-to-Edge Computing. | Forough Shirin Abkenar, Leonardo Badia, Marco Levorato |
| 2023 | WoWMoM | Slimmable Encoders for Flexible Split DNNs in Bandwidth and Resource Constrained IoT Systems. | Juliano S. Assine, Jos Cndido Silveira Santos Filho, Eduardo Valle, Marco Levorato |
| 2023 | WoWMoM | Context-Aware Heterogeneous Task Scheduling for Multi-Layered Systems. | Sharon L. G. Contreras, Marco Levorato |
| 2022 | DCOSS | 3D Object Detection for Aerial Platforms via Edge Computing: An Experimental Evaluation. | Alexander Lianides, Isaac Chan, Mohamed Ismail, Ian Harshbarger, Marco Levorato, Davide Callegaro, Sharon L. G. Contreras |
| 2022 | WACV | Supervised Compression for Resource-Constrained Edge Computing Systems. | Yoshitomo Matsubara, Ruihan Yang, Marco Levorato, Stephan Mandt |
| 2022 | WoWMoM | SIC-EDGE: Semantic Iterative ECG Compression for Edge-Assisted Wearable Systems. | Delaram Amiri, Janne Takalo-Mattila, Luca Bedogni, Marco Levorato, Nikil D. Dutt |
| 2022 | WoWMoM | SmartDet: Context-Aware Dynamic Control of Edge Task Offloading for Mobile Object Detection. | Davide Callegaro, Marco Levorato, Francesco Restuccia |
| 2022 | WoWMoM | BottleFit: Learning Compressed Representations in Deep Neural Networks for Effective and Efficient Split Computing. | Yoshitomo Matsubara, Davide Callegaro, Sameer Singh, Marco Levorato, Francesco Restuccia |
| 2021 | ICDCN | COTS Drone Detection using Video Streaming Characteristics. | Anas Alsoliman, Giulio Rigoni, Marco Levorato, Cristina M. Pinotti, Nils Ole Tippenhauer, Mauro Conti |
| 2021 | SECON | SeReMAS: Self-Resilient Mobile Autonomous Systems Through Predictive Edge Computing. | Davide Callegaro, Marco Levorato, Francesco Restuccia |
| 2020 | DCOSS | On the Feasibility of Infrastructure Assistance to Autonomous UAV Systems. | Sabur Baidya, Marco Levorato |
| 2020 | GLOBECOM | Optimal Task Allocation for Time-Varying Edge Computing Systems with Split DNNs. | Davide Callegaro, Yoshitomo Matsubara, Marco Levorato |
| 2020 | GLOBECOM | Towards Green Crowdsourced Social Delivery Networks: A Feasibility Study. | Kevin Choi, Luca Bedogni, Marco Levorato |
| 2020 | ICPR | Neural Compression and Filtering for Edge-assisted Real-time Object Detection in Challenged Networks. | Yoshitomo Matsubara, Marco Levorato |
| 2019 | GLOBECOM | Statistical Analysis of Wireless Traffic: An Adversarial Approach to Drone Surveillance. | Igor Bisio, Chiara Garibotto, Fabio Lavagetto, Marco Levorato, Andrea Sciarrone |
| 2019 | GLOBECOM | DNN-Assisted Sensor for Energy-Efficient ECG Monitoring. | Tao-Yi Lee, Marco Levorato, Nikil D. Dutt |
| 2019 | ISIT | Cloud-Assisted On-Sensor Observation Classification in Latency-Impeded IoT Systems. | Igor Burago, Marco Levorato |
| 2019 | MOBICOM | Distilled Split Deep Neural Networks for Edge-Assisted Real-Time Systems. | Yoshitomo Matsubara, Sabur Baidya, Davide Callegaro, Marco Levorato, Sameer Singh |
| 2019 | SIGCOMM | A Measurement Study on Edge Computing for Autonomous UAVs. | Davide Callegaro, Sabur Baidya, Marco Levorato |
| 2019 | WoWMoM | Texting and Driving Recognition Exploiting Subsequent Turns Leveraging Smartphone Sensors. | Luca Bedogni, Octavian Bujor, Marco Levorato |
| 2018 | ACSSC | Randomized Edge-Assisted On-Sensor Information Selection for Bandwidth-Constrained Systems. | Igor Burago, Marco Levorato |
| 2018 | ANT | Performance Analysis of End-to-End Security Schemes in Healthcare IoT. | Sanaz Rahimi Moosavi, Ethiopia Nigussie, Marco Levorato, Seppo Virtanen, Jouni Isoaho |
| 2018 | GLOBECOM | Edge-Assisted Sensor Control in Healthcare IoT. | Delaram Amiri, Arman Anzanpour, Iman Azimi, Marco Levorato, Amir M. Rahmani, Pasi Liljeberg, Nikil D. Dutt |
| 2018 | GLOBECOM | Rising User Privacy Against Predictive Context Awareness Through Adversarial Information Injection. | Luca Bedogni, Marco Levorato |
| 2018 | GLOBECOM | Optimal Computation Offloading in Edge-Assisted UAV Systems. | Davide Callegaro, Marco Levorato |
| 2018 | INFOCOM | eBPF-based content and computation-aware communication for real-time edge computing. | Sabur Baidya, Yan Chen, Marco Levorato |
| 2018 | ITA | Edge-Assited On-Sensor Information Selection for Bandwidth-Constrained System. | Igor Burago, Marco Levorato |
| 2018 | MSWIM | FlyNetSim: An Open Source Synchronized UAV Network Simulator based on ns-3 and Ardupilot. | Sabur Baidya, Zoheb Shaikh, Marco Levorato |
| 2018 | NCA | Efficient and Robust WiFi Indoor Positioning Using Hierarchical Navigable Small World Graphs. | Max Willian Soares Lima, Horacio A. B. Fernandes de Oliveira, Eulanda Miranda dos Santos, Edleno Silva de Moura, Rafael Kohler Costa, Marco Levorato |
| 2018 | SECON | Robust Multi-Path Communications for UAVs in the Urban IoT. | Zoheb Shaikh, Sabur Baidya, Marco Levorato |
| 2017 | ACSSC | Intelligent data filtering in constrained IoT systems. | Igor Burago, Davide Callegaro, Marco Levorato, Sameer Singh |
| 2017 | INFOCOM | Edge-assisted content and computation-driven dynamic network selection for real-time services in the urban IoT. | Sabur Baidya, Marco Levorato |
| 2017 | ISIT | Energy-based adaptive multiple access in LPWAN IoT systems with energy harvesting. | Nicol Michelusi, Marco Levorato |
| 2017 | ITA | Semantic compression for edge-assisted systems. | Igor Burago, Marco Levorato, Sameer Singh |
| 2017 | WCNC | Cognitive Networking with Dynamic Traffic Classification and QoS Constraints. | Marco Levorato |
| 2017 | SECON | Bandwidth-Aware Data Filtering in Edge-Assisted Wireless Sensor Systems. | Igor Burago, Marco Levorato, Aakanksha Chowdhery |
| 2016 | GLOBECOM | Content-Based Cognitive Interference Control for City Monitoring Applications in the Urban IoT. | Sabur Baidya, Marco Levorato |
| 2016 | ISIT | Optimal aging-aware channel access control for wireless networks with energy harvesting. | Roberto Valentini, Marco Levorato |
| 2015 | CISS | Performance analysis of IEEE 802.15.3c-Based mmW wireless networks. | Roberto Valentini, Marco Levorato, Carlo Fischione |
| 2015 | ICCAD | A Unified Stochastic Model for Energy Management in Solar-Powered Embedded Systems. | Nga Dang, Roberto Valentini, Eli Bozorgzadeh, Marco Levorato, Nalini Venkatasubramanian |
| 2015 | ITA | Heat-aware transmission strategies. | Marco Levorato, Nalini Venkatasubramanian, Nikil D. Dutt |
| 2014 | GLOBECOM | Distributed optimization of transmission strategies in reactive cognitive networks. | Marco Levorato, Pradeep Chathuranga Weeraddana, Carlo Fischione |
| 2013 | ICASSP | Kalman-like state tracking and control in POMDPS with applications to body sensing networks. | Daphney-Stavroula Zois, Marco Levorato, Urbashi Mitra |
| 2013 | ISIT | Non-linear smoothers for discrete-time, finite-state Markov chains. | Daphney-Stavroula Zois, Marco Levorato, Urbashi Mitra |
| 2012 | GLOBECOM | Reduced dimension policy iteration for wireless network control via multiscale analysis. | Marco Levorato, Sunil K. Narang, Urbashi Mitra, Antonio Ortega |
| 2012 | INFOCOM | A POMDP framework for heterogeneous sensor selection in wireless body area networks. | Daphney-Stavroula Zois, Marco Levorato, Urbashi Mitra |
| 2011 | GLOBECOM | Cognitive Interference Networks with Partial and Noisy Observations: A Learning Framework. | Marco Levorato, Sina Firouzabadi, Andrea Goldsmith |
| 2011 | ITA | Optimal cognitive transmission exploiting redundancy in the primary ARQ process. | Nicol Michelusi, Osvaldo Simeone, Marco Levorato, Petar Popovski, Michele Zorzi |
| 2010 | GLOBECOM | Learning Interference Strategies in Cognitive ARQ Networks. | Sina Firouzabadi, Marco Levorato, Daniel O'Neill, Andrea J. Goldsmith |
| 2010 | MASS | An analysis of cognitive networks for unslotted time and reactive users. | Marco Levorato, Leonardo Badia, Urbashi Mitra, Michele Zorzi |
| 2009 | AINA | Analysis of an Automatic Repeat Request Scheme Addressing Long Delay Channels. | Leonardo Badia, Paolo Casari, Marco Levorato, Michele Zorzi |
| 2009 | INFOCOM | On Optimal Control of Wireless Networks with Multiuser Detection, Hybrid ARQ and Distortion Constraints. | Marco Levorato, Urbashi Mitra, Michele Zorzi |
| 2009 | MOBICOM | Interference management via rate splitting and HARQ over time-varying fading channels. | Marco Levorato, Osvaldo Simeone, Urbashi Mitra |
| 2009 | SECON | On the Effectiveness of Cooperation in Carrier Sense-Based Ad Hoc Networks. | Marco Levorato, Andrea Munari, Michele Zorzi |
| 2009 | WiOpt | An algorithmic solution for computing circle intersection areas and its applications to wireless communications. | Federico Librino, Marco Levorato, Michele Zorzi |
| 2008 | CISS | On error control schemes for ad hoc networks with multiuser detection and rate control. | Marco Levorato, Michele Zorzi |
| 2008 | PIMRC | Cooperation in UMTS cellular networks: A practical perspective. | Michele Zorzi, Marco Levorato, Federico Librino |
| 2008 | WiOpt | Efficient quantization for feedback controlled networks with type II hybrid ARQ. | Marco Levorato, Leonardo Badia, Michele Zorzi |
| 2007 | GLOBECOM | Distributed Cooperative Routing and Hybrid ARQ in MIMO-BLAST Ad Hoc Networks. | Federico Librino, Marco Levorato, Michele Zorzi |
| 2007 | ISIT | Analysis of Outage Probability for Cooperative Networks with HARQ. | Stefano Tomasin, Marco Levorato, Michele Zorzi |
| 2007 | WiOpt | Strategies and Tradeoffs for Coded Cooperation in Wireless Networks. | Marco Levorato, Stefano Tomasin, Michele Zorzi |
| 2006 | GLOBECOM | Analytical Investigation with Markov Models of Selective Repeat Type II Hybrid ARQ. | Leonardo Badia, Marco Levorato, Michele Zorzi |
| 2006 | GLOBECOM | On the Performance of Access Strategies for MIMO Ad Hoc Networks. | Marco Levorato, Paolo Casari, Michele Zorzi |
| 2006 | IWCMC | DSMA: an access method for MIMO ad hoc networks based on distributed scheduling. | Paolo Casari, Marco Levorato, Michele Zorzi |
| 2006 | VTC | Analysis of Spatial Multiplexing for Cross-Layer Design of MIMO Ad Hoc Networks. | Marco Levorato, Stefano Tomasin, Paolo Casari, Michele Zorzi |
| 2006 | VTC | Analysis of Cooperative Spatial Multiplexing for Ad Hoc Networks with Adaptive Hybrid ARQ. | Marco Levorato, Stefano Tomasin, Michele Zorzi |
| 2005 | PIMRC | On the implications of layered space-time multiuser detection on the design of MAC protocols for ad hoc networks. | Paolo Casari, Marco Levorato, Michele Zorzi |
| 2005 | WCNC | Multicast streaming over 3G cellular networks through multi-channel transmissions: proposals and performance evaluation. | Michele Rossi, Paolo Casari, Marco Levorato, Michele Zorzi |