| 2025 | ACSSC | Learning Network Sheaves for AI-native Semantic Communication. | Enrico Grimaldi, Mario Edoardo Pandolfo, Gabriele D'Acunto, Sergio Barbarossa, Paolo Di Lorenzo |
| 2025 | ACSSC | Colored Markov Random Fields for Probabilistic Topological Modeling. | Lorenzo Marinucci, Leonardo Di Nino, Gabriele D'Acunto, Mario Edoardo Pandolfo, Paolo Di Lorenzo, Sergio Barbarossa |
| 2024 | ACSSC | Learning Sheaf Laplacian Optimizing Restriction Maps. | Leonardo Di Nino, Sergio Barbarossa, Paolo Di Lorenzo |
| 2024 | ICASSP | Semantic-Preserving Image Coding Based on Conditional Diffusion Models. | Francesco Pezone, Osman Musa, Giuseppe Caire, Sergio Barbarossa |
| 2024 | ICASSP | Stability of Graph Convolutional Neural Networks Through The Lens of Small Perturbation Analysis. | Lucia Testa, Claudio Battiloro, Stefania Sardellitti, Sergio Barbarossa |
| 2023 | ACSSC | Probabilistic Topological Models over Simplicial Complexes. | Stefania Sardellitti, Sergio Barbarossa |
| 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 | IJCNN | Cell Attention Networks. | Lorenzo Giusti, Claudio Battiloro, Lucia Testa, Paolo Di Lorenzo, Stefania Sardellitti, Sergio Barbarossa |
| 2023 | NetSoft | In Band Network Telemetry Overhead Reduction Based on Data Flows Sampling and Recovering. | Stefania Sardellitti, Marco Polverini, Sergio Barbarossa, Antonio Cianfrani, Paolo Di Lorenzo, Marco Listanti |
| 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 |
| 2022 | ICASSP | Goal-Oriented Communication for Edge Learning Based On the Information Bottleneck. | Francesco Pezone, Sergio Barbarossa, Paolo Di Lorenzo |
| 2022 | ICASSP | Robust Signal Processing Over Simplicial Complexes. | Stefania Sardellitti, Sergio Barbarossa |
| 2021 | ACSSC | Topological Signal Processing over Cell Complexes. | Stefania Sardellitti, Sergio Barbarossa, Lucia Testa |
| 2021 | GLOBECOM | Dynamic Ensemble Inference at the Edge. | Mattia Merluzzi, Alessio Martino, Francesca Costanzo, 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 |
| 2021 | ICASSP | Online Learning of Time-Varying Signals and Graphs. | Stefania Sardellitti, Sergio Barbarossa, Paolo Di Lorenzo |
| 2020 | GLOBECOM | Beyond 5G Private Networks: the 5G CONNI Perspective. | Emilio Calvanese Strinati, Thomas Haustein, Mickael Maman, Wilhelm Keusgen, Sven Wittig, Mathis Schmieder, Sergio Barbarossa, Mattia Merluzzi, Henrik Klessig, Fabio Giust, Daniele Ronzani, Shuo-Peng Liang, Jack Shi-Jie Luo, Cheng-Yi Chien, Jiun-Cheng Huang, Jen-Sheng Huang, Tzu-Ya Wang |
| 2020 | ICASSP | Dynamic Resource Optimization and Altitude Selection in Uav-Based Multi-Access Edge Computing. | Francesca Costanzo, Paolo Di Lorenzo, Sergio Barbarossa |
| 2020 | ICASSP | Dynamic Resource Allocation for Wireless Edge Machine Learning with Latency And Accuracy Guarantees. | Mattia Merluzzi, Paolo Di Lorenzo, Sergio Barbarossa |
| 2019 | ACSSC | Distributed Adaptive Learning of Graph Processes via In-Network Subspace Projections. | Paolo Di Lorenzo, Sergio Barbarossa, Stefania Sardellitti |
| 2019 | GLOBECOM | Network Energy Efficient Mobile Edge Computing with Reliability Guarantees. | Mattia Merluzzi, Nicola di Pietro, Paolo Di Lorenzo, Emilio Calvanese Strinati, Sergio Barbarossa |
| 2019 | ICASSP | Dynamic Resource Optimization for Decentralized Signal Estimation in Energy Harvesting Wireless Sensor Networks. | Paolo Di Lorenzo, Claudio Battiloro, Paolo Banelli, Sergio Barbarossa |
| 2019 | ICASSP | Distributed Signal Recovery Based on In-network Subspace Projections. | Paolo Di Lorenzo, Sergio Barbarossa, Stefania Sardellitti |
| 2019 | ICASSP | Dynamic Joint Resource Allocation and User Assignment in Multi-access Edge Computing. | Mattia Merluzzi, Paolo Di Lorenzo, Sergio Barbarossa |
| 2019 | INFOCOM | Latency-Constrained Dynamic Computation Offloading with Energy Harvesting IoT Devices. | Mattia Merluzzi, Paolo Di Lorenzo, Sergio Barbarossa |
| 2019 | WCNC | Joint Resource Allocation for Latency-Constrained Dynamic Computation Offloading with MEC. | Mattia Merluzzi, Paolo Di Lorenzo, Sergio Barbarossa, Valerio Frascolla |
| 2018 | ACSSC | Signal and Graph Perturbations via Total Least-Squares. | Elena Ceci, Yanning Shen, Georgios B. Giannakis, Sergio Barbarossa |
| 2018 | ICASSP | Small Perturbation Analysis of Network Topologies. | Elena Ceci, Sergio Barbarossa |
| 2018 | ICASSP | Optimal Power and Bit Allocation for Graph Signal Interpolation. | Paolo Di Lorenzo, Sergio Barbarossa, Paolo Banelli |
| 2017 | ICASSP | Graph Fourier Transform for directed graphs based on Lovsz extension of min-cut. | Stefania Sardellitti, Sergio Barbarossa, Paolo Di Lorenzo |
| 2016 | ACSSC | Distributed adaptive learning of signals defined over graphs. | Paolo Di Lorenzo, Paolo Banelli, Sergio Barbarossa, Stefania Sardellitti |
| 2016 | ICASSP | On sparse controllability of graph signals. | Sergio Barbarossa, Stefania Sardellitti, Alfonso Farina |
| 2016 | ICASSP | An introduction to hypergraph signal processing. | Sergio Barbarossa, Mikhail Tsitsvero |
| 2015 | ACSSC | Uncertainty principle and sampling of signals defined on graphs. | Mikhail Tsitsvero, Sergio Barbarossa, Paolo Di Lorenzo |
| 2015 | ICASSP | Network formation games based on conditional independence graphs. | Sergio Barbarossa, Paolo Di Lorenzo, Mihaela van der Schaar |
| 2015 | VTC | The Fog Balancing: Load Distribution for Small Cell Cloud Computing. | Jessica Oueis, Emilio Calvanese Strinati, Sergio Barbarossa |
| 2015 | VTC | Small Cell Clustering for Efficient Distributed Fog Computing: A Multi-User Case. | Jessica Oueis, Emilio Calvanese Strinati, Stefania Sardellitti, Sergio Barbarossa |
| 2014 | GLOBECOM | Distributed mobile cloud computing: Joint optimization of radio and computational resources. | Stefania Sardellitti, Sergio Barbarossa, Gesualdo Scutari |
| 2014 | ICASSP | Distributed least mean squares strategies for sparsity-aware estimation over Gaussian Markov random fields. | Paolo Di Lorenzo, Sergio Barbarossa |
| 2014 | ICASSP | Joint cell selection and radio resource allocation in MIMO small cell networks via successive convex approximation. | Stefania Sardellitti, Gesualdo Scutari, Sergio Barbarossa |
| 2014 | PIMRC | Small cell clustering for efficient distributed cloud computing. | Jessica Oueis, Emilio Calvanese Strinati, Sergio Barbarossa |
| 2014 | WCNC | Multi-parameter decision algorithm for mobile computation offloading. | Jessica Oueis, Emilio Calvanese Strinati, Sergio Barbarossa |
| 2014 | WCNC | On the impact of backhaul network on distributed cloud computing. | Jessica Oueis, Emilio Calvanese Strinati, Antonio De Domenico, Sergio Barbarossa |
| 2013 | ICASSP | Parameter estimation of 2D Polynomial Phase Signals: An application to moving target imaging with SAR. | Sergio Barbarossa, Paolo Di Lorenzo, Pasquale Vecchiarelli, Alessandro Silvi, Alessandro Bruner |
| 2013 | ICASSP | Decentralized estimation and control of algebraic connectivity of random ad-hoc networks. | Paolo Di Lorenzo, Sergio Barbarossa |
| 2013 | ICASSP | Distributed RLS estimation for cooperative sensing in small cell networks. | Stefania Sardellitti, Sergio Barbarossa |
| 2012 | GLOBECOM | Distributed Bayesian pricing for sum-rate maximization in small-cell networks. | Alessandro Carfagna, Sergio Barbarossa |
| 2012 | ICASSP | Sparse diffusion LMS for distributed adaptive estimation. | Paolo Di Lorenzo, Sergio Barbarossa, Ali H. Sayed |
| 2011 | GLOBECOM | Coordinated MIMO precoding for power minimization in femtocell systems. | Olga Muoz-Medina, Josep Vidal, Adrian Agustin, Antonio Pascual-Iserte, Sergio Barbarossa |
| 2011 | ICASSP | Optimal radio access in femtocell networks based on markov modeling of interferers' activity. | Sergio Barbarossa, Alessandro Carfagna, Stefania Sardellitti, Marco Omilipo, Loreto Pescosolido |
| 2011 | ICASSP | Bio-inspired swarming models for decentralized radio access incorporating random links and quantized communications. | Paolo Di Lorenzo, Sergio Barbarossa |
| 2009 | ICASSP | Distributed signal subspace projection algorithms with maximum convergence rate for sensor networks with topological constraints. | Sergio Barbarossa, Gesualdo Scutari, Timothy Battisti |
| 2008 | ICASSP | Globally optimal decentralized spatial smoothing for wireless sensor networks with local interactions. | Sergio Barbarossa, Timothy Battisti, Ananthram Swami |
| 2008 | ICASSP | Distributed decision in sensor networks based on local coupling through Pulse Position Modulated signals. | Loreto Pescosolido, Sergio Barbarossa |
| 2008 | ICASSP | Competitive design of multiuser MIMO interference systems based on game theory: A unified framework. | Gesualdo Scutari, Daniel Prez Palomar, Sergio Barbarossa |
| 2007 | ICASSP | Achieving Consensus in Self-Organizing Wireless Sensor Networks: The Impact of Network Topology on Energy Consumption. | Sergio Barbarossa, Gesualdo Scutari, Ananthram Swami |
| 2007 | ICASSP | Information Lossless Space-Time Coding for Multiple Access Systems. | Antonio Fasano, Sergio Barbarossa |
| 2007 | ICASSP | Distributed Totally Asynchronous Iterative Waterfilling for Wideband Interference Channel with Time/Frequency Offset. | Gesualdo Scutari, Daniel P. Palomar, Sergio Barbarossa |
| 2006 | ICASSP | Global Stability of a Population of Mutually Coupled Oscillators Reaching Global ML Estimate Through a Decentralized Approach. | Sergio Barbarossa, Gesualdo Scutari, Loreto Pescosolido |
| 2006 | ICASSP | Iterative MMSE Decoder for Trace-Orthogonal Space-Time Coding. | Antonio Fasano, Sergio Barbarossa |
| 2006 | ICASSP | Decentralized Detection and Localization Through Sensor Networks Designed As a Population of Self-Synchronizing Oscillators. | Loreto Pescosolido, Sergio Barbarossa, Gesualdo Scutari |
| 2006 | ICASSP | Potential Games: A Framework for Vector Power Control Problems With Coupled Constraints. | Gesualdo Scutari, Sergio Barbarossa, Daniel P. Palomar |
| 2006 | ISIT | Simultaneous Iterative Water-Filling for Gaussian Frequency-Selective Interference Channels. | Gesualdo Scutari, Daniel P. Palomar, Sergio Barbarossa |
| 2005 | ICASSP | Trace-orthogonal space-time coding for multiuser systems. | Sergio Barbarossa, Antonio Fasano |
| 2004 | ICASSP | Distributed space-time coding strategies for wideband multihop networks: regenerative vs. non-regenerative relays. | Sergio Barbarossa, Gesualdo Scutari |
| 2004 | ICASSP | On the maximum achievable rates in wireless meshed networks: centralized versus decentralized solutions. | Gesualdo Scutari, Sergio Barbarossa, Daniele Ludovici |
| 2003 | ICASSP | Cooperative diversity through virtual arrays in multihop networks. | Sergio Barbarossa, Gesualdo Scutari |
| 2003 | ICASSP | Non-data aided adaptive channel shortening for efficient multi-carrier systems. | Francesca Romano, Sergio Barbarossa |
| 2003 | ICASSP | Concatenated space-time coding with optimal trade-off between diversity and coding gains. | Gesualdo Scutari, Giancarlo Paccapeli, Sergio Barbarossa |
| 2002 | ICASSP | MUI-free CDMA systems incorporating space-time coding and channel shortening. | Sergio Barbarossa, Gesualdo Scutari, Ananthram Swami |
| 2002 | ICASSP | Linear precoders and decoders designs for MIMO frequency selective channels. | Anna Scaglione, Peter Stoica, Sergio Barbarossa, Hemanth Sampath |
| 2001 | ICASSP | Chirped-OFDM for transmissions over time-varying channels with linear delay/Doppler spreading. | Sergio Barbarossa, Roberto Torti |
| 2001 | ICASSP | Channel-independent non-data aided synchronization of generalized multiuser OFDM. | Massimiliano Pompili, Sergio Barbarossa, Georgios B. Giannakis |
| 2000 | ICASSP | Theoretical bounds on the estimation and prediction of multipath time-varying channels. | Sergio Barbarossa, Anna Scaglione |
| 2000 | ICASSP | Optimal power loading for OFDM transmissions over underspread Rayleigh time-varying channels. | Anna Scaglione, Sergio Barbarossa |
| 2000 | ICASSP | Robust OFDM transmissions over frequency-selective channels with multiplicative time-selective effects. | Anna Scaglione, Sergio Barbarossa, Georgios B. Giannakis |
| 1999 | ICASSP | On the capacity of linear time-varying channels. | Sergio Barbarossa, Anna Scaglione |
| 1999 | ICASSP | Mutually orthogonal transceivers for blind uplink CDMA irrespective of multipath channel nulls. | Georgios B. Giannakis, Zhengdao Wang, Anna Scaglione, Sergio Barbarossa |
| 1999 | ICASSP | Fading-resistant and MUI-free codes for CDMA systems. | Anna Scaglione, Sergio Barbarossa, Georgios B. Giannakis |
| 1999 | WCNC | Minimum redundancy filterbank precoder for blind channel identification irrespective of channel nulls. | Anna Scaglione, Georgios B. Giannakis, Sergio Barbarossa |
| 1998 | ICASSP | Demodulation of CPM signals using piecewise polynomial-phase modeling. | Sergio Barbarossa, Anna Scaglione |
| 1998 | ICASSP | Self-recovering multirate equalizers using redundant filterbank precoders. | Anna Scaglione, Georgios B. Giannakis, Sergio Barbarossa |
| 1997 | ICASSP | Adaptive suppression of wideband interferences in spread-spectrum communications using the Wigner-Hough transform. | Sergio Barbarossa, Anna Scaglione, Sergio Spalletta, Stefano Votini |
| 1996 | ICASSP | Multiplicative multi-lag high order ambiguity function. | Sergio Barbarossa, A. Porchia, Anna Scaglione |
| 1995 | ICASSP | Tree-structured wavelet decomposition based on the maximization of Fisher's distance. | Sergio Barbarossa, Laura Parodi |
| 1994 | ICASSP | Analysis of multicomponent signals by multilinear time-frequency representations. | Sergio Barbarossa, Giuseppe Schiappa |
| 1994 | ICASSP | Optimal configuration and weighting of nonuniform arrays according to a maximum ISLR criterion. | Carlo Boni, Mario Richard, Sergio Barbarossa |
| 1992 | ICASSP | A combined Wigner-Ville and Hough transform for cross-terms suppression and optimal detection and parameter estimation. | Sergio Barbarossa, A. Zanalda |
| 1991 | ICASSP | Parameter estimation of undersampled signals by Wigner-Ville analysis. | Sergio Barbarossa |