Multi-Agent Deep Reinforcement Learning Based User Association for Dense mmWave Networks. - Mohamed Sana; Antonio De Domenico; Emilio Calvanese Strinati (GLOBECOM, 2019)

Comparison of Multi-channel Ranging Algorithms for Narrowband LPWA Network Localization. - Florian Wolf 001; Mohamed Sana; Sébastien de Rivaz; François Dehmas; Jean-Pierre Cances (UNet, 2019)

Multi-Agent Deep Reinforcement Learning For Distributed Handover Management In Dense MmWave Networks. - Mohamed Sana; Antonio De Domenico; Emilio Calvanese Strinati; Antonio Clemente (ICASSP, 2020)

Multi-Agent Reinforcement Learning for Adaptive User Association in Dynamic mmWave Networks. - Mohamed Sana; Antonio De Domenico; Wei Yu 001; Yves Lostanlen; Emilio Calvanese Strinati (IEEE Trans. Wirel. Commun., 2020)

Energy Efficient Edge Computing: When Lyapunov Meets Distributed Reinforcement Learning. - Mohamed Sana; Mattia Merluzzi; Nicola di Pietro; Emilio Calvanese Strinati (ICC Workshops, 2021)

Transferable and Distributed User Association Policies for 5G and Beyond Networks. - Mohamed Sana; Nicola di Pietro; Emilio Calvanese Strinati (PIMRC, 2021)

Distributed Learning for 5G and Beyond Network Management and Orchestration. (Apprentissage distribué pour la gestion et l'orchestration des réseaux 5G et au-delà). - Mohamed Sana (2021)

Learning Semantics: An Opportunity for Effective 6G Communications. - Mohamed Sana; Emilio Calvanese Strinati (CCNC, 2022)

Cost-Efficient and QoS-Aware User Association and 3D Placement of 6G Aerial Mobile Access Points. - Esteban Catté; Mohamed Sana; Mickael Maman (EuCNC, 2022)

Coverage Extension as a Service for Flexible 6G Networks Infrastructure. - Mickael Maman; Esteban Catté; Mohamed Sana; Merkebu Girmay; Vasilis Maglogiannis; Dries Naudts; Haeyoung Lee; François Carrez; Antti Anttonen; Yolanda Fernández; Javier Moreno 005; Vasiliki Lamprousi; et al. (GLOBECOM (Workshops), 2022)

Semantic Channel Equalizer: Modelling Language Mismatch in Multi-User Semantic Communications. - Mohamed Sana; Emilio Calvanese Strinati (GLOBECOM, 2023)

Dual-Attention Deep Reinforcement Learning for Multi-MAP 3D Trajectory Optimization in Dynamic 5G Networks. - Esteban Catté; Mohamed Sana; Mickael Maman (ICC, 2023)

Learning Hierarchical Resource Allocation and Multi-agent Coordination of 5G mobile IAB Nodes. - Mohamed Sana; Benoit Miscopein (ICC, 2023)

Soft Partitioning of Latent Space for Semantic Channel Equalization. - Tomás Hüttebräucker; Mohamed Sana; Emilio Calvanese Strinati (ISWCS, 2023)

Federated Multi-Agent Deep Reinforcement Learning for Dynamic and Flexible 3D Operation of 5G Multi-MAP Networks. - Esteban Catté; Mohamed Sana; Mickael Maman (PIMRC, 2023)

Sensing of Side Lobes Interference for Blockage Prediction in Dense mmWave Networks. - Mohamed Sana; Hiba Dakdouk; Benoît Denis (PIMRC, 2023)

Pragmatic Goal-Oriented Communications Under Semantic-Effectiveness Channel Errors. - Tomás Hüttebräucker; Mohamed Sana; Emilio Calvanese Strinati (CCNC, 2024)

Cooperative Sensing of Side Lobes Interference for mmWave Blockages Localization and Mapping. - Hiba Dakdouk; Mohamed Sana; Benoît Denis (EuCNC/6G Summit, 2024)

Early Acceptance Matching Game for User-Centric Clustering in Scalable Cell-free MIMO Networks. - Ala Eddine Nouali; Mohamed Sana; Jean-Paul Jamont (EuCNC/6G Summit, 2024)

Distributed Intelligent Integrated Sensing and Communications: The 6G-DISAC Approach. - Emilio Calvanese Strinati; George C. Alexandropoulos; Giyyarpuram Madhusudan; Philippe Sehier; Sami Mekki; Vincenzo Sciancalepore; Maximilian Stark; Mohamed Sana; Benoît Denis; Maurizio Crozzoli; Navid Amani; Placido Mursia; et al. (EuCNC/6G Summit, 2024)

Goal-Oriented and Semantic Communication in 6G AI-Native Networks: The 6G-GOALS Approach. - Emilio Calvanese Strinati; Paolo Di Lorenzo; Vincenzo Sciancalepore; Adnan Aijaz; Marios Kountouris; Deniz Gündüz; Petar Popovski; Mohamed Sana; Photios A. Stavrou; Beatriz Soret; Nicola Cordeschi; Simone Scardapane; et al. (EuCNC/6G Summit, 2024)

Relative Representations of Latent Spaces enable Efficient Semantic Channel Equalization. - Tomás Hüttebräucker; Simone Fiorellino; Mohamed Sana; Paolo Di Lorenzo; Emilio Calvanese Strinati (GLOBECOM (Workshops), 2024)

Analyzing and Enhancing Queue Sampling for Energy-Efficient Remote Control of Bandits. - Hiba Dakdouk; Mohamed Sana; Mattia Merluzzi (MeditCom, 2024)

Sociality Regime in User-Centric Clustering for Energy-Efficient Cell-free MIMO Networks. - Ala Eddine Nouali; Mohamed Sana; Jean-Paul Jamont (PIMRC, 2024)

Latent Space Alignment for Semantic Channel Equalization. - Tomás Hüttebräucker; Mohamed Sana; Emilio Calvanese Strinati (CoRR, 2024)

Goal-Oriented Time-Series Forecasting: Foundation Framework Design. - Luca-Andrei Fechete; Mohamed Sana; Fadhel Ayed; Nicola Piovesan; Wenjie Li 001; Antonio De Domenico; Tareq Si Salem (CoRR, 2025)

TeleMath: A Benchmark for Large Language Models in Telecom Mathematical Problem Solving. - Vincenzo Colle; Mohamed Sana; Nicola Piovesan; Antonio De Domenico; Fadhel Ayed; Mérouane Debbah (CoRR, 2025)

Reasoning Language Models for Root Cause Analysis in 5G Wireless Networks. - Mohamed Sana; Nicola Piovesan; Antonio De Domenico; Yibin Kang; Haozhe Zhang; Mérouane Debbah; Fadhel Ayed (CoRR, 2025)