Sergio Barbarossa

ORCID

Publication Activity (10 Years)

Years Active: 1991-2024
Publications (10 Years): 98

Top Venues

CoRR

ICASSP

IEEE Trans. Signal Process.

EUSIPCO

Publications

Lucia Testa, Claudio Battiloro, Stefania Sardellitti, Sergio Barbarossa
Stability of Graph Convolutional Neural Networks Through The Lens of Small Perturbation Analysis. ICASSP (2024)
Stefania Sardellitti, Sergio Barbarossa
Topological Signal Processing Over Generalized Cell Complexes. IEEE Trans. Signal Process. 72 (2024)
Marco Polverini, Stefania Sardellitti, Sergio Barbarossa, Antonio Cianfrani, Paolo Di Lorenzo, Marco Listanti
Reducing the In band Network Telemetry overhead through the spatial sampling: Theory and experimental results. Comput. Networks 242 (2024)
Giordano Cicchetti, Eleonora Grassucci, Jihong Park, Jinho Choi, Sergio Barbarossa, Danilo Comminiello
Language-Oriented Semantic Latent Representation for Image Transmission. CoRR (2024)
Eleonora Grassucci, Jihong Park, Sergio Barbarossa, Seong-Lyun Kim, Jinho Choi, Danilo Comminiello
Generative AI Meets Semantic Communication: Evolution and Revolution of Communication Tasks. CoRR (2024)
Francesco Binucci, Paolo Banelli, Paolo Di Lorenzo, Sergio Barbarossa
Opportunistic Information-Bottleneck for Goal-Oriented Feature Extraction and Communication. IEEE Open J. Commun. Soc. 5 (2024)
Stefania Sardellitti, Paolo Di Lorenzo, Sergio Barbarossa
RIS-Aided Wireless Fingerprinting Localization Based on Multilayer Graph Representations. IEEE Commun. Lett. 28 (5) (2024)
Lucia Testa, Stefania Sardellitti, Sergio Barbarossa
Robust Filter Design for Graph Signals. CoRR (2024)
Gabriele D'Acunto, Paolo Di Lorenzo, Francesco Bonchi, Stefania Sardellitti, Sergio Barbarossa
Learning Multi-Frequency Partial Correlation Graphs. IEEE Trans. Signal Process. 72 (2024)
Francesco Pezone, Osman Musa, Giuseppe Caire, Sergio Barbarossa
Semantic-Preserving Image Coding Based on Conditional Diffusion Models. ICASSP (2024)
Gabriele D'Acunto, Paolo Di Lorenzo, Francesco Bonchi, Stefania Sardellitti, Sergio Barbarossa
Learning Multi-Frequency Partial Correlation Graphs. CoRR (2023)
Lucia Testa, Claudio Battiloro, Stefania Sardellitti, Sergio Barbarossa
Stability of Graph Convolutional Neural Networks through the lens of small perturbation analysis. CoRR (2023)
Francesco Pezone, Osman Musa, Giuseppe Caire, Sergio Barbarossa
Semantic-preserving image coding based on Conditional Diffusion models. CoRR (2023)
Stefania Sardellitti, Marco Polverini, Sergio Barbarossa, Antonio Cianfrani, Paolo Di Lorenzo, Marco Listanti
In Band Network Telemetry Overhead Reduction Based on Data Flows Sampling and Recovering. NetSoft (2023)
Claudio Battiloro, Paolo Di Lorenzo, Mattia Merluzzi, Sergio Barbarossa
Lyapunov-Based Optimization of Edge Resources for Energy-Efficient Adaptive Federated Learning. IEEE Trans. Green Commun. Netw. 7 (1) (2023)
Gabriele D'Acunto, Paolo Di Lorenzo, Sergio Barbarossa
Multiscale Causal Structure Learning. Trans. Mach. Learn. Res. 2023 (2023)
Sergio Barbarossa, Danilo Comminiello, Eleonora Grassucci, Francesco Pezone, Stefania Sardellitti, Paolo Di Lorenzo
Semantic Communications Based on Adaptive Generative Models and Information Bottleneck. IEEE Commun. Mag. 61 (11) (2023)
Claudio Battiloro, Lucia Testa, Lorenzo Giusti, Stefania Sardellitti, Paolo Di Lorenzo, Sergio Barbarossa
Generalized Simplicial Attention Neural Networks. CoRR (2023)
Paolo Di Lorenzo, Mattia Merluzzi, Francesco Binucci, Claudio Battiloro, Paolo Banelli, Emilio Calvanese Strinati, Sergio Barbarossa
Goal-Oriented Communications for the IoT: System Design and Adaptive Resource Optimization. IEEE Internet Things Mag. 6 (4) (2023)
Francesco Binucci, Paolo Banelli, Paolo Di Lorenzo, Sergio Barbarossa
Multi-User Goal-Oriented Communications With Energy-Efficient Edge Resource Management. IEEE Trans. Green Commun. Netw. 7 (4) (2023)
Francesco Binucci, Paolo Banelli, Paolo Di Lorenzo, Sergio Barbarossa
Analog versus Digital Pulse Amplitude Modulation for Goal-Oriented Wireless Communications. EUSIPCO (2023)
Claudio Battiloro, Paolo Di Lorenzo, Sergio Barbarossa
Topological Slepians: Maximally Localized Representations of Signals Over Simplicial Complexes. ICASSP (2023)
Eleonora Grassucci, Sergio Barbarossa, Danilo Comminiello
Generative Semantic Communication: Diffusion Models Beyond Bit Recovery. CoRR (2023)
Claudio Battiloro, Stefania Sardellitti, Sergio Barbarossa, Paolo Di Lorenzo
Topological Signal Processing Over Weighted Simplicial Complexes. ICASSP (2023)
Stefania Sardellitti, Sergio Barbarossa
Probabilistic Topological Models over Simplicial Complexes. ACSSC (2023)
Lorenzo Giusti, Claudio Battiloro, Lucia Testa, Paolo Di Lorenzo, Stefania Sardellitti, Sergio Barbarossa
Cell Attention Networks. IJCNN (2023)
Gabriele D'Acunto, Paolo Di Lorenzo, Sergio Barbarossa
Multiscale Causal Structure Learning. CoRR (2022)
Francesco Binucci, Paolo Banelli, Paolo Di Lorenzo, Sergio Barbarossa
Adaptive resource optimization for edge inference with goal-oriented communications. EURASIP J. Adv. Signal Process. 2022 (1) (2022)
Lorenzo Giusti, Claudio Battiloro, Lucia Testa, Paolo Di Lorenzo, Stefania Sardellitti, Sergio Barbarossa
Cell Attention Networks. CoRR (2022)
Lorenzo Giusti, Claudio Battiloro, Paolo Di Lorenzo, Stefania Sardellitti, Sergio Barbarossa
Simplicial Attention Neural Networks. CoRR (2022)
Paolo Di Lorenzo, Mattia Merluzzi, Emilio Calvanese Strinati, Sergio Barbarossa
Dynamic edge computing empowered by reconfigurable intelligent surfaces. EURASIP J. Wirel. Commun. Netw. 2022 (1) (2022)
Francesco Pezone, Sergio Barbarossa, Paolo Di Lorenzo
Goal-Oriented Communication for Edge Learning Based On the Information Bottleneck. ICASSP (2022)
Mattia Merluzzi, Nicola di Pietro, Paolo Di Lorenzo, Emilio Calvanese Strinati, Sergio Barbarossa
Discontinuous Computation Offloading for Energy-Efficient Mobile Edge Computing. IEEE Trans. Green Commun. Netw. 6 (2) (2022)
Lorenzo Giusti, Claudio Battiloro, Paolo Di Lorenzo, Sergio Barbarossa
Graph Convolutional Networks With Autoencoder-Based Compression And Multi-Layer Graph Learning. ICASSP (2022)
Claudio Battiloro, Mattia Merluzzi, Paolo Di Lorenzo, Sergio Barbarossa
Dynamic Resource Optimization for Adaptive Federated Learning Empowered by Reconfigurable Intelligent Surfaces. ICASSP (2022)
Stefania Sardellitti, Sergio Barbarossa
Robust Signal Processing Over Simplicial Complexes. ICASSP (2022)
Francesco Binucci, Paolo Banelli, Paolo Di Lorenzo, Sergio Barbarossa
Dynamic Resource Allocation for Multi-User Goal-oriented Communications at the Wireless Edge. EUSIPCO (2022)
Mickael Maman, Emilio Calvanese Strinati, Lam Ngoc Dinh, Thomas Haustein, Wilhelm Keusgen, Sven Wittig, Mathis Schmieder, Sergio Barbarossa, Mattia Merluzzi, Francesca Costanzo, Stefania Sardellitti, Henrik Klessig, Savita Vitthalrao Kendre, Daniele Munaretto, Marco Centenaro, Nicola di Pietro, Shuo-Peng Liang, Kuan-Yi Chih, Jack Shi-Jie Luo, Ling-Chih Kao, Jiun-Cheng Huang, Jen-Sheng Huang, Tzu-Ya Wang
Beyond private 5G networks: applications, architectures, operator models and technological enablers. EURASIP J. Wirel. Commun. Netw. 2021 (1) (2021)
Mattia Merluzzi, Alessio Martino, Francesca Costanzo, Paolo Di Lorenzo, Sergio Barbarossa
Dynamic Ensemble Inference at the Edge. GLOBECOM (2021)
Paolo Di Lorenzo, Claudio Battiloro, Mattia Merluzzi, Sergio Barbarossa
Dynamic Resource Optimization for Adaptive Federated Learning at the Wireless Network Edge. ICASSP (2021)
Stefania Sardellitti, Sergio Barbarossa, Paolo Di Lorenzo
Online Learning of Time-Varying Signals and Graphs. ICASSP (2021)
Emilio Calvanese Strinati, Sergio Barbarossa
6G networks: Beyond Shannon towards semantic and goal-oriented communications. Comput. Networks 190 (2021)
Claudio Battiloro, Paolo Di Lorenzo, Paolo Banelli, Sergio Barbarossa
Dynamic Resource Optimization for Decentralized Estimation in Energy Harvesting IoT Networks. IEEE Internet Things J. 8 (10) (2021)
Mattia Merluzzi, Paolo Di Lorenzo, Sergio Barbarossa
Wireless Edge Machine Learning: Resource Allocation and Trade-Offs. IEEE Access 9 (2021)
Stefania Sardellitti, Sergio Barbarossa, Lucia Testa
Topological Signal Processing over Cell Complexes. ACSCC (2021)
Elena Ceci, Yanning Shen, Georgios B. Giannakis, Sergio Barbarossa
Graph-Based Learning Under Perturbations via Total Least-Squares. IEEE Trans. Signal Process. 68 (2020)
Paolo Di Lorenzo, Sergio Barbarossa, Stefania Sardellitti
Distributed Signal Processing and Optimization Based on In-Network Subspace Projections. IEEE Trans. Signal Process. 68 (2020)
Emilio Calvanese Strinati, Sergio Barbarossa, Taesang Choi, Antonio Pietrabissa, Alessandro Giuseppi, Emanuele De Santis, Josep Vidal, Zdenek Becvar, Thomas Haustein, Nicolas Cassiau, Francesca Costanzo, Junhyeong Kim, Ilgyu Kim
6G in the Sky: On-Demand Intelligence at the Edge of 3D Networks. CoRR (2020)
Emilio Calvanese Strinati, Sergio Barbarossa
6G Networks: Beyond Shannon Towards Semantic and Goal-Oriented Communications. CoRR (2020)
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
Beyond 5G Private Networks: the 5G CONNI Perspective. GLOBECOM (Workshops) (2020)
Elena Ceci, Sergio Barbarossa
Graph Signal Processing in the Presence of Topology Uncertainties. IEEE Trans. Signal Process. 68 (2020)
Mattia Merluzzi, Paolo Di Lorenzo, Sergio Barbarossa
Dynamic Resource Allocation for Wireless Edge Machine Learning with Latency And Accuracy Guarantees. ICASSP (2020)
Sergio Barbarossa, Stefania Sardellitti
Topological Signal Processing Over Simplicial Complexes. IEEE Trans. Signal Process. 68 (2020)
Sergio Barbarossa, Stefania Sardellitti
Topological Signal Processing: Making Sense of Data Building on Multiway Relations. IEEE Signal Process. Mag. 37 (6) (2020)
Francesca Costanzo, Paolo Di Lorenzo, Sergio Barbarossa
Dynamic Resource Optimization and Altitude Selection in Uav-Based Multi-Access Edge Computing. ICASSP (2020)
Mattia Merluzzi, Paolo Di Lorenzo, Sergio Barbarossa, Valerio Frascolla
Dynamic Computation Offloading in Multi-Access Edge Computing via Ultra-Reliable and Low-Latency Communications. IEEE Trans. Signal Inf. Process. over Networks 6 (2020)
Emilio Calvanese Strinati, Sergio Barbarossa, Jose-Luis Gonzalez Jimenez, Dimitri Ktenas, Nicolas Cassiau, Luc Maret, Cedric Dehos
6G: The Next Frontier: From Holographic Messaging to Artificial Intelligence Using Subterahertz and Visible Light Communication. IEEE Veh. Technol. Mag. 14 (3) (2019)
Mattia Merluzzi, Paolo Di Lorenzo, Sergio Barbarossa
Dynamic Joint Resource Allocation and User Assignment in Multi-access Edge Computing. ICASSP (2019)
Mattia Merluzzi, Nicola di Pietro, Paolo Di Lorenzo, Emilio Calvanese Strinati, Sergio Barbarossa
Network Energy Efficient Mobile Edge Computing with Reliability Guarantees. GLOBECOM (2019)
Mattia Merluzzi, Paolo Di Lorenzo, Sergio Barbarossa, Valerio Frascolla
Joint Resource Allocation for Latency-Constrained Dynamic Computation Offloading with MEC. WCNC Workshops (2019)
Nicola di Pietro, Mattia Merluzzi, Emilio Calvanese Strinati, Sergio Barbarossa
Resilient Design of 5G Mobile-Edge Computing Over Intermittent mmWave Links. CoRR (2019)
Mattia Merluzzi, Paolo Di Lorenzo, Sergio Barbarossa
Latency-Constrained Dynamic Computation Offloading with Energy Harvesting IoT Devices. INFOCOM Workshops (2019)
Stefania Sardellitti, Sergio Barbarossa, Paolo Di Lorenzo
Graph Topology Inference Based on Sparsifying Transform Learning. IEEE Trans. Signal Process. 67 (7) (2019)
Emilio Calvanese Strinati, Sergio Barbarossa, José Luis Gonzalez-Jimenez, Dimitri Kténas, Nicolas Cassiau, Cédric Dehos
6G: The Next Frontier. CoRR (2019)
Tianyi Chen, Sergio Barbarossa, Xin Wang, Georgios B. Giannakis, Zhi-Li Zhang
Learning and Management for Internet of Things: Accounting for Adaptivity and Scalability. Proc. IEEE 107 (4) (2019)
Paolo Di Lorenzo, Sergio Barbarossa, Stefania Sardellitti
Distributed Adaptive Learning of Graph Processes via In-Network Subspace Projections. ACSSC (2019)
Paolo Di Lorenzo, Claudio Battiloro, Paolo Banelli, Sergio Barbarossa
Dynamic Resource Optimization for Decentralized Signal Estimation in Energy Harvesting Wireless Sensor Networks. ICASSP (2019)
Paolo Di Lorenzo, Sergio Barbarossa, Stefania Sardellitti
Distributed Signal Recovery Based on In-network Subspace Projections. ICASSP (2019)
Elena Ceci, Sergio Barbarossa
Robust Graph Signal Processing in the Presence of Uncertainties on Graph Topology. SPAWC (2018)
Sergio Barbarossa, Stefania Sardellitti, Elena Ceci
Learning from Signals Defined over Simplicial Complexes. DSW (2018)
Elena Ceci, Yanning Shen, Georgios B. Giannakis, Sergio Barbarossa
Signal and Graph Perturbations via Total Least-Squares. ACSSC (2018)
Tianyi Chen, Sergio Barbarossa, Xin Wang, Georgios B. Giannakis, Zhi-Li Zhang
Learning and Management for Internet-of-Things: Accounting for Adaptivity and Scalability. CoRR (2018)
Paolo Di Lorenzo, Paolo Banelli, Elvin Isufi, Sergio Barbarossa, Geert Leus
Adaptive Graph Signal Processing: Algorithms and Optimal Sampling Strategies. IEEE Trans. Signal Process. 66 (13) (2018)
Stefania Sardellitti, Mattia Merluzzi, Sergio Barbarossa
Optimal Association of Mobile Users to Multi-Access Edge Computing Resources. ICC Workshops (2018)
Elena Ceci, Sergio Barbarossa
Small Perturbation Analysis of Network Topologies. ICASSP (2018)
Gia Khanh Tran, Hiroaki Nishiuchi, Valerio Frascolla, Koji Takinami, Antonio De Domenico, Emilio Calvanese Strinati, Thomas Haustein, Kei Sakaguchi, Sergio Barbarossa, Sergio Barberis, Katsuo Yunoki
Architecture of mmWave Edge Cloud in 5G-MiEdge. ICC Workshops (2018)
Paolo Di Lorenzo, Sergio Barbarossa, Paolo Banelli
Optimal Power and Bit Allocation for Graph Signal Interpolation. ICASSP (2018)
Kei Sakaguchi, Thomas Haustein, Sergio Barbarossa, Emilio Calvanese Strinati, Antonio Clemente, Giuseppe Destino, Aarno Pärssinen, Ilgyu Kim, Hee-Sang Chung, Junhyeong Kim, Wilhelm Keusgen, Richard J. Weiler, Koji Takinami, Elena Ceci, Ali Sadri, Liang Xian, Alexander Maltsev, Gia Khanh Tran, Hiroaki Ogawa, Kim Mahler, Robert W. Heath Jr.
Where, When, and How mmWave is Used in 5G and Beyond. IEICE Trans. Electron. (10) (2017)
Paolo Di Lorenzo, Paolo Banelli, Sergio Barbarossa, Stefania Sardellitti
Distributed Adaptive Learning of Graph Signals. IEEE Trans. Signal Process. 65 (16) (2017)
Stefania Sardellitti, Sergio Barbarossa, Paolo Di Lorenzo
On the Graph Fourier Transform for Directed Graphs. IEEE J. Sel. Top. Signal Process. 11 (6) (2017)
Sergio Barbarossa, Elena Ceci, Mattia Merluzzi
Overbooking radio and computation resources in mmW-mobile edge computing to reduce vulnerability to channel intermittency. EuCNC (2017)
Paolo Di Lorenzo, Paolo Banelli, Sergio Barbarossa
Optimal sampling strategies for adaptive learning of graph signals. EUSIPCO (2017)
Kei Sakaguchi, Thomas Haustein, Sergio Barbarossa, Emilio Calvanese Strinati, Antonio Clemente, Giuseppe Destino, Aarno Pärssinen, Il-Gyu Kim, Hee-Sang Chung, Junhyeong Kim, Wilhelm Keusgen, Richard J. Weiler, Koji Takinami, Elena Ceci, Ali Sadri, Liang Xian, Alexander Maltsev, Gia Khanh Tran, Hiroaki Ogawa, Kim Mahler, Robert W. Heath Jr.
Where, When, and How mmWave is Used in 5G and Beyon. CoRR (2017)
Stefania Sardellitti, Sergio Barbarossa, Paolo Di Lorenzo
Graph Fourier Transform for directed graphs based on Lovász extension of min-cut. ICASSP (2017)
Paolo Di Lorenzo, Paolo Banelli, Elvin Isufi, Sergio Barbarossa, Geert Leus
Adaptive Graph Signal Processing: Algorithms and Optimal Sampling Strategies. CoRR (2017)
Valerio Frascolla, Federico Miatton, Gia Khanh Tran, Koji Takinami, Antonio De Domenico, Emilio Calvanese Strinati, Konstantin Koslowski, Thomas Haustein, Kei Sakaguchi, Sergio Barbarossa, Sergio Barberis
5G-MiEdge: Design, standardization and deployment of 5G phase II technologies: MEC and mmWaves joint development for Tokyo 2020 Olympic games. CSCN (2017)
Paolo Di Lorenzo, Elvin Isufi, Paolo Banelli, Sergio Barbarossa, Geert Leus
Distributed recursive least squares strategies for adaptive reconstruction of graph signals. EUSIPCO (2017)
Sergio Barbarossa, Elena Ceci, Mattia Merluzzi, Emilio Calvanese Strinati
Enabling effective Mobile Edge Computing using millimeterwave links. ICC Workshops (2017)
Jessica Oueis, Emilio Calvanese Strinati, Sergio Barbarossa
Distributed mobile cloud computing: A multi-user clustering solution. ICC (2016)
Mikhail Tsitsvero, Sergio Barbarossa, Paolo Di Lorenzo
Signals on Graphs: Uncertainty Principle and Sampling. IEEE Trans. Signal Process. 64 (18) (2016)
Paolo Di Lorenzo, Sergio Barbarossa, Paolo Banelli, Stefania Sardellitti
LMS estimation of signals defined over graphs. EUSIPCO (2016)
Paolo Di Lorenzo, Sergio Barbarossa, Paolo Banelli, Stefania Sardellitti
Adaptive Least Mean Squares Estimation of Graph Signals. IEEE Trans. Signal Inf. Process. over Networks 2 (4) (2016)
Sergio Barbarossa, Stefania Sardellitti, Alfonso Farina
On sparse controllability of graph signals. ICASSP (2016)
Sergio Barbarossa, Mikhail Tsitsvero
An introduction to hypergraph signal processing. ICASSP (2016)
Paolo Di Lorenzo, Sergio Barbarossa, Paolo Banelli, Stefania Sardellitti
Least Mean Squares Estimation of Graph Signals. CoRR (2016)
Paolo Di Lorenzo, Paolo Banelli, Sergio Barbarossa, Stefania Sardellitti
Distributed adaptive learning of signals defined over graphs. ACSSC (2016)
Stefania Sardellitti, Sergio Barbarossa, Paolo Di Lorenzo
Graph topology inference based on transform learning. GlobalSIP (2016)
Paolo Di Lorenzo, Paolo Banelli, Sergio Barbarossa, Stefania Sardellitti
Distributed Adaptive Learning of Graph Signals. CoRR (2016)
Jessica Oueis, Emilio Calvanese Strinati, Stefania Sardellitti, Sergio Barbarossa
Small Cell Clustering for Efficient Distributed Fog Computing: A Multi-User Case. VTC Fall (2015)
Stefania Sardellitti, Gesualdo Scutari, Sergio Barbarossa
Joint Optimization of Radio and Computational Resources for Multicell Mobile-Edge Computing. IEEE Trans. Signal Inf. Process. over Networks 1 (2) (2015)

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Publication Activity (10 Years)

Top Topics

Top Venues

Sergio Barbarossa