Dissemination and Communication
Publications
Journals
| Title | Journal | Contributions | Date | Link |
|---|---|---|---|---|
Intent-Based Management of Next-Generation Networks: an LLM-centric Approach | IEEE Network | Abdelkader Mekrache, Adlen Ksentini, Christos Verikoukis | June 2024 | |
Cooperative Multi-Agent Learning for Navigation via Structured State Abstraction | IEEE Transactions on Communications | Mohamed K. Abdel-Aziz; Mohammed S. Elbamby; Sumudu Samarakoon; Mehdi Bennis | February 2024 | |
BayGO: Decentralized Bayesian Learning and Information-Aware Graph Optimization Framework | IEEE Transactions on Signal Processing | Tamara AlShammari; Chathuranga Weeraddana; Mehdi Bennis | April 2024 | |
Edge-device Collaborative Computing for Multi-view Classification | Computer Networks | Marco Palena, Tania Cerquitelli, Carla Fabiana Chiasserini | October 2024 | |
On Combining XAI and LLMs for Trustworthy Zero-touch Network and Service Management in 6G | IEEE Communications Magazine | Abdelkader Mekrache, Mohamed Mekki, Adlen Ksentini, Bouziane Brik, Christos Verikoukis | November 2024 | |
6G-INTENSE: Intent-driven Native AI architecture
supporting Network-Compute Abstraction and
Sensing at the Deep Edge | IEEE Vehicular Technology Magazine | Akram Boutouchent, Abdelkader Mekrache, Adlen Ksentini, Gereziher Adhane, Joao Fonseca, Joseph McNamara, ˜
Kostas Ramantas, Marco Palena, Marius Iordache, Renato Lo Cigno, Salwa Mostafa, Swastika Roy, Christos
Verikoukis. | January 2025 | |
MIRA: A Method of Federated MultI-Task Learning
for LaRge LAnguage Models | IEEE Networking Letters | Ahmed Elbakary, Chaouki Ben Issaid, Tamer ElBatt, Karim Seddik, Mehdi Bennis | July 2024 | |
A Web-Based Solution for Federated Learning with
LLM-Based Automation | IEEE Internet of Things Journal | Chamith Mawela, Chaouki Ben Issaid, Mehdi Bennis | February 2025 | |
Enabling Efficient Collection and Usage of Network Performance Metrics at the Edge | Computer Networks | Antonio Calagna, Stefano Ravera, Carla Fabiana Chiasserini | May 2025 | |
MOSE: A Novel Orchestration Framework for Stateful Microservice Migration at the Edge | IEEE Transactions on Network and Service Management | Antonio Calagna, Yenchia Yu, Paolo Giaccone, Carla Fabiana Chiasserini | June 2025 | |
Intent-Aware DRL-Based Uplink Dynamic Scheduler for 5G-NR | IEEE Transactions on Cognitive Communications and Networking | Salwa Mostafa, Mateus P. Mota, Alvaro Valcarce, Mehdi Bennis | March 2025 | |
Efficient Tensor Compression and Reconstruction in
Split DNNs for Edge-Based Object Detection | IEEE Internet of Things Journal | Yenchia Yu; Matteo Mendula; Marco Levorato; Marina Papatriantafilou; Carla Fabiana Chiasserini | January 2026 |
Conferences
| Title | Conference | Contributions | Date | Link |
|---|---|---|---|---|
LLM-enabled Intent-driven Service Configuration for Next Generation Networks | IEEE NetSoft 2024 | Abdelkader Mekrache, Adlen Ksentini | June 2024 | |
Realizing Intent-driven Network Management withTM Forum Standards | 2024 IEEE 29th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD) | João Pedro Fonseca; Gereziaher Adhane; Konstantinos Togias; Jhofre Ojeda; Swastika Roy; Golshan Famitafreshi; Kostas Ramantas; John S Vardakas; Christos Verikoukis | October 2024 | |
Survey on SNS-JU Projects Evaluation Methods towards the assessment of Social Development Goals (SDG) | 2024 IEEE 29th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD) | Michail Rantopoulos; Ioannis Chochliouros | October 2024 | |
Towards the uncertainty quantification of AI-models in 6G networks | 2024 IEEE 29th International Workshop on Computer Aided Modeling and Design of Communication Links and Networks (CAMAD) | Irene Lidia Keramidi; Poulcheria Zervou; John Lakoumentas; Kostas Ramantas; Christos Verikoukis | October 2024 | |
Intent Profiling and Translation Through Emergent Communication | IEEE International Conference on Communications (ICC 2024) | Salwa Mostafa, Mohammed S. Elbamby, Mohamed K. Abdel-Aziz , and Mehdi Bennis | June 2024 | |
Fed-Sophia: A Communication-Efficient Second-Order Federated Learning Algorithm | IEEE International Conference on Communications (ICC 2024) | Ahmed Elbakary, Chaouki Ben Issaid, Mohammad Shehab, Karim Seddik, Tamer ElBatt, and Mehdi Bennis | August 2024 | |
DEMO: Maze Discovery using Multiple Robots via Federated Learning | ISCC conference | Kalpana Ranasinghe; H.P. Madushanka; Rafaela Scaciota; Sumudu Samarakoon; Mehdi Bennis | June 2024 | |
Resource-Efficient Sensor Fusion via System-Wide Dynamic Gated Neural Networks | IEEE SECON 2024 | C. Singhal, Y. Wu, F. Malandrino, S. Ladron de Guevara Contreras, M. Levorato, C. F. Chiasserini | December 2024 | |
XAI-Driven Client selection for federated learning in Scalable 6G Network Slicing | ICC 2025 | M.Chiarani, S.Roy, Fabrizio Granelli and Ch.Verikoukis | March 2025 | |
Towards an Autonomous Network – Automated Network Inventory Solution | IEEE CAMAD 2024 | Andrei-Vlad Constantin | April 2025 | |
Named Entity Recognition for Intent-driven network management and configuration | IEEE CAMAD 2024 | Maria Eleftheria Vlontzou; Eleni Zarogianni; Vasileios Theodorou | April 2025 | |
For Your Eyes Only: Bridging Privacy and Sensing in Wi-Fi Networks Through CSI Obfuscation | IEEE MedComNet 2025 | Giovanni A. Alghisi; Francesco Gringoli; Marco Cominelli; Shabbir Raza; Renato Lo Cigno | August 2025 | |
On the Need for Trustworthy Deep Learning Models for Efficient Resource Management in 6G Networks | IEEE ICC 2025 | E.L.Keramidi, J.Lakoumentas, P.Zervou, K.Ramantas, J.S. Vardakas, Ch.Verikoukis | Content | |
An AI-Native Architecture for Intent-Driven Management and Orchestration in 6G Networks | IEEE ICC 2025 | Marius Iordache ; Razvan Mihai ; Ioana Dragus; Razvan Rughinis | Content | |
An Autonomous Service Management Architecture
in 6G Networks | IEEE NFV-SDN | Marius Iordache, Christos Verikoukis, Adlen Ksentini, Ioana Dragus, Kostas Ramantas, Joseph McNamara,
Vasileios Theodorou, Ioannis Chochliouros, Carla Fabiana Chiasserini, Mehdi Bennis, Loizos Christofi | November 2025 | |
SD-WAN Integration with Network-Compute Fabric for Programmable Interconnection CEC in 6G Networks | IEEE NFV-SDN | Razvan Mihai, Marius Iordache, Catalin Brezeanu, Ioana Dragus
Adlen Ksentini, and Akram Boutouchent | November 2025 | |
Classification of Tabular Data for 6G Operations under an Uncertainty Quantification Perspective | IEEE NFV-SDN | Konstantinos Kapogiannis, John Lakoumentas, grIrene Keramidi, Kostas Ramantas, Christos Verikoukis | November 2025 | |
LLM-based Conversational Assistant for Intent-driven Management | IEEE NFV-SDN | Gereziher Adhane, Jo˜ao Pedro Fonseca, Konstantinos Togias, Swastika Roy,
Golshan Famitafreshi, Kostas Ramantas, Christos Verikoukis | November 2025 | |
A Spatio-Temporal Graph Neural Network-Based Framework for SLA Compliance in 6G Networks | IEEE GLOBECOM | P.Zervou, I. Keramidi, K. Ramantas, C. Verikoukis | September 2025 | |
Reliable LLM-enabled Intent-driven Management A Validation pipeline for Network Automation | ICC 2026 | Nikos Raptis, Joao Pedro Fonseca, Gereziher Adhane, Kostas Ramantas, Christos Verikoukis | February 2026 | |
SLA-Driven Adaptive FL policy with Real-Time
Visualization for Zero-Touch 6G Network Slicing | ICC 2026 | Swastika Roy, Jhofre Ojeda, Christos Verikoukis | May 2026 | |
LLM-Guided Reinforcement Learning for Adaptive Inter-Slice Resource Prioritization in 6G O-RAN | EuCNC 2026 | Martino Chiarani, Swastika Roy, Kostas Ramantas, Christos Verikoukis | June 2026 | |
RAG-Enabled Intent Reasoning for Application-Network Interaction | EuCNC 2026 | Salwa Mostafa, Mohamed K. Abdel-Aziz, Mohammed S. Elbamby, and Mehdi Bennis | June 2026 | |
Combining Evidential & Foundational Deep Learning twrds Automated Intrusion Detection Trustworthy 6G Networks | IEEE CloudNet 2026 | Konstantinos Kapogiannis, Nikolaos Tsioutsias, John Lakoumentas, Kostas Ramantas and Christos Verikoukis | September 2026 | |
MCDA-Based Framework for Best-Proposal Selection in TMF921 Intent Management | IEEE CloudNet 2026 | Al rawass Adnan, Ramantas Kostas, Verikoukis Christos | September 2026 | |
Impact Assessment of Resource Management Policies in the O-RAN Architecture | IEEE CloudNet 2026 | Keramidi Irene, Moscholios Ioannis, Vardakas John, Verikoukis Christos | September 2026 | |
Personalized Privacy-Aware MARL Offloading in the Edge-Cloud Continuum | IEEE CloudNet 2026 | Rafid Muhammad, Famitafreshi Golshan, Ramantas Kostas, Alonso Luis, Verikoukis Christos | September 2026 | |
Coordinated Offloading Cooperative Multi-Agent Reinforcement Learning for the Edge–Cloud Continuum | IEEE GLOBECOM 2026 | Rafid Muhammad, Famitafreshi Golshan, Avgerinos Vasileios, Ramantas Kostas, Verikoukis Christos | October 2026 |