Inter-Network Resource Sharing and Improving the Efficiency of Beyond 3G Systems. - Mehdi Bennis; Jorma Lilleberg (CISS, 2007)

Performance of MIMO Schemes with Channel Estimation Errors. - Mehdi Bennis; Ebrahim Karami; Jorma Lilleberg (PIMRC, 2007)

Inter Base Station Resource Sharing and Improving the Overall Efficiency of B3G Systems. - Mehdi Bennis; Jorma Lilleberg (VTC Fall, 2007)

Opportunistic power allocation for point-to-point communication in self-organized networks. - Mehdi Bennis; Mérouane Debbah; Jorma Lilleberg (ACSCC, 2008)

Non-cooperative operators in a game-theoretic framework. - Mehdi Bennis; Juan Lara Ambel; Antti Tölli (PIMRC, 2008)

Efficient Resource Allocation and Paving the Way Towards Highly Efficient IMT-Advanced Systems. - Mehdi Bennis; Gareth Middleton; Jorma Lilleberg (Wirel. Pers. Commun., 2008)

Spectrum sharing games on the interference channel. - Mehdi Bennis; Maël Le Treust; Samson Lasaulce; Mérouane Debbah; Jorma Lilleberg (GAMENETS, 2009)

A Hierarchical Game Approach to Inter-Operator Spectrum Sharing. - Mehdi Bennis; Mérouane Debbah; Samson Lasaulce; Alagan Anpalagan (GLOBECOM, 2009)

WINNER Spectrum Sharing with Fixed Satellite Services. - Mehdi Bennis; Carl Wijting; Juan Lara Ambel; Roufi Yahi; Saied Abedi; Shyamalie Thilakawardana (VTC Spring, 2009)

Inter-Operator Spectrum Sharing from a Game Theoretical Perspective. - Mehdi Bennis; Samson Lasaulce; Mérouane Debbah (EURASIP J. Adv. Signal Process., 2009)

Performance evaluation of advanced spectrum functionalities for future radio networks. - Mehdi Bennis; Carl Wijting; Saied Abedi; Shyamalie Thilakawardana; Rahim Tafazolli (Wirel. Commun. Mob. Comput., 2009)

Advanced Spectrum Functionalities for Future Radio Networks. - Mehdi Bennis; Jean-Philippe Kermoal; Pekka Ojanen; Juan Lara Ambel; Saied Abedi; Rémy Pintenet; Shyamalie Thilakawardana; Rahim Tafazolli (Wirel. Pers. Commun., 2009)

Securing the backhaul for mobile and multi-homed femtocells. - Suneth Namal; Andrei V. Gurtov; Mehdi Bennis (Future Network & Mobile Summit, 2011)

Distributed Learning Strategies for Interference Mitigation in Femtocell Networks. - Mehdi Bennis; Sudarshan Guruacharya; Dusit Niyato (GLOBECOM, 2011)

Coordination Mechanisms for Stand-Alone Femtocells in Self-Organizing Deployments. - Carlos H. M. de Lima; Mehdi Bennis; Matti Latva-aho (GLOBECOM, 2011)

Cooperative Interference Alignment in Femtocell Networks. - Francesco Pantisano; Mehdi Bennis; Walid Saad; Mérouane Debbah (GLOBECOM, 2011)

Decentralized Cross-Tier Interference Mitigation in Cognitive Femtocell Networks. - Mehdi Bennis; Samir Medina Perlaza (ICC, 2011)

Interference Management in Femtocell Networks Using Distributed Opportunistic Cooperation. - Francesco Pantisano; Mehdi Bennis; Roberto Verdone; Matti Latva-aho (VTC Spring, 2011)

Coalition formation games for femtocell interference management: A recursive core approach. - Francesco Pantisano; Mehdi Bennis; Walid Saad; Roberto Verdone; Matti Latva-aho (WCNC, 2011)

On the dynamic formation of cooperative multipoint transmissions in small cell networks. - Francesco Pantisano; Mehdi Bennis; Walid Saad; Roberto Verdone; Matti Latva-aho (GLOBECOM Workshops, 2012)

Coordinated beam selection in LTE-Advanced HetNets: A reinforcement learning approach. - Meryem Simsek; Mehdi Bennis; Andreas Czylwik (GLOBECOM Workshops, 2012)

Dynamic Inter-Cell Interference Coordination in HetNets: A reinforcement learning approach. - Meryem Simsek; Mehdi Bennis; Andreas Czylwik (GLOBECOM, 2012)

Learning coarse correlated equilibria in two-tier wireless networks. - Mehdi Bennis; Samir Medina Perlaza; Mérouane Debbah (ICC, 2012)

On the impact of heterogeneous backhauls on coordinated multipoint transmission in femtocell networks. - Francesco Pantisano; Mehdi Bennis; Walid Saad; Mérouane Debbah; Matti Latva-aho (ICC, 2012)

On Interference Management Techniques in LTE Heterogeneous Networks. - Meryem Simsek; Andreas Czylwik; Mehdi Bennis (ICCCN, 2012)

On the fly self-organized base station placement. - Hirley Alves; Mehdi Bennis; Walid Saad; Mérouane Debbah; Matti Latva-aho (ISWCS, 2012)

Performance analysis of full duplex and selective and incremental half duplex relaying schemes. - Hirley Alves; Gustavo Fraidenraich; Richard Demo Souza; Mehdi Bennis; Matti Latva-aho (WCNC, 2012)

Use of learning, game theory and optimization as biomimetic approaches for Self-Organization in macro-femtocell coexistence. - Ali Imran 001; Mehdi Bennis; Lorenza Giupponi (WCNC Workshops, 2012)

Enabling macrocell-femtocell coexistence through interference draining. - Francesco Pantisano; Mehdi Bennis; Walid Saad; Matti Latva-aho; Roberto Verdone (WCNC Workshops, 2012)

Enabling relaying over heterogeneous backhauls in the uplink of femtocell networks. - Sumudu Samarakoon; Mehdi Bennis; Walid Saad; Matti Latva-aho (WiOpt, 2012)

Enhanced performance of heterogeneous networks through full-duplex relaying. - Hirley Alves; Mehdi Bennis; Richard Demo Souza; Matti Latva-aho (EURASIP J. Wirel. Commun. Netw., 2012)

Spectrum Leasing as an Incentive Towards Uplink Macrocell and Femtocell Cooperation. - Francesco Pantisano; Mehdi Bennis; Walid Saad; Mérouane Debbah (IEEE J. Sel. Areas Commun., 2012)

Performance of Transmit Antenna Selection Physical Layer Security Schemes. - Hirley Alves; Richard Demo Souza; Mérouane Debbah; Mehdi Bennis (IEEE Signal Process. Lett., 2012)

Coordination Mechanisms for Self-Organizing Femtocells in Two-Tier Coexistence Scenarios. - Carlos H. M. de Lima; Mehdi Bennis; Matti Latva-aho (IEEE Trans. Wirel. Commun., 2012)

Proactive user association in wireless small cell networks via collaborative filtering. - Francesco Pantisano; Mehdi Bennis; Walid Saad; Stefan Valentin; Mérouane Debbah; Alessio Zappone (ACSSC, 2013)

Enhanced intercell interference coordination in HetNets: Single vs. multiflow approach. - Meryem Simsek; Mehdi Bennis; Ismail Güvenç (GLOBECOM Workshops, 2013)

Backhaul-aware self-organizing operator-shared small cell networks. - Pol Blasco; Mehdi Bennis; Mischa Dohler (ICC, 2013)

Rethinking offload: How to intelligently combine WiFi and small cells? - Meryem Simsek; Mehdi Bennis; Mérouane Debbah; Andreas Czylwik (ICC, 2013)

Outage Probability and Capacity for Two-Tier Femtocell Networks by Approximating Ratio of Rayleigh and Log Normal Random Variables. - Sumudu Samarakoon; Nandana Rajatheva; Mehdi Bennis; Matti Latva-aho (VTC Spring, 2013)

When cellular meets WiFi in wireless small cell networks. - Mehdi Bennis; Meryem Simsek; Andreas Czylwik; Walid Saad; Stefan Valentin; Mérouane Debbah (IEEE Commun. Mag., 2013)

Matching with Externalities for Context-Aware User-Cell Association in Small Cell Networks. - Francesco Pantisano; Mehdi Bennis; Walid Saad; Stefan Valentin; Mérouane Debbah (CoRR, 2013)

Coordinated TDD-Underlay for Self-organizing Femtocells in Two-Tier Coexistence Scenarios. - Carlos H. M. de Lima; Mehdi Bennis; Matti Latva-aho (EURASIP J. Wirel. Commun. Netw., 2013)

Interference Alignment for Cooperative Femtocell Networks: A Game-Theoretic Approach. - Francesco Pantisano; Mehdi Bennis; Walid Saad; Mérouane Debbah; Matti Latva-aho (IEEE Trans. Mob. Comput., 2013)

Statistical Analysis of Self-Organizing Networks With Biased Cell Association and Interference Avoidance. - Carlos H. M. de Lima; Mehdi Bennis; Matti Latva-aho (IEEE Trans. Veh. Technol., 2013)

Self-Organization in Small Cell Networks: A Reinforcement Learning Approach. - Mehdi Bennis; Samir Medina Perlaza; Pol Blasco; Zhu Han 001; H. Vincent Poor (IEEE Trans. Wirel. Commun., 2013)

Dynamic Coalition Formation for Network MIMO in Small Cell Networks. - Sudarshan Guruacharya; Dusit Niyato; Mehdi Bennis; Dong In Kim (IEEE Trans. Wirel. Commun., 2013)

Backhaul-Aware Interference Management in the Uplink of Wireless Small Cell Networks. - Sumudu Samarakoon; Mehdi Bennis; Walid Saad; Matti Latva-aho (IEEE Trans. Wirel. Commun., 2013)

In-Network Caching and Content Placement in Cooperative Small Cell Networks. - Francesco Pantisano; Mehdi Bennis; Walid Saad; Mérouane Debbah (5GU, 2014)

Multi-leader multi-follower stackelberg game among Wi-Fi, small cell and macrocell networks. - Huaqing Zhang 001; Mehdi Bennis; Luiz A. DaSilva; Zhu Han 001 (GLOBECOM, 2014)

Matching theory for priority-based cell association in the downlink of wireless small cell networks. - Omid Semiari; Walid Saad; Stefan Valentin; Mehdi Bennis; Behrouz Maham (ICASSP, 2014)

Social and spatial proactive caching for mobile data offloading. - Ejder Bastug; Mehdi Bennis; Mérouane Debbah (ICC Workshops, 2014)

Opportunistic sleep mode strategies in wireless small cell networks. - Sumudu Samarakoon; Mehdi Bennis; Walid Saad; Matti Latva-aho (ICC, 2014)

Modeling and analysis of handover failure probability in small cell networks. - Carlos H. M. de Lima; Mehdi Bennis; Matti Latva-aho (INFOCOM Workshops, 2014)

Cache-enabled small cell networks: Modeling and tradeoffs. - Ejder Bastug; Mehdi Bennis; Mérouane Debbah (ISWCS, 2014)

Dynamic uplink-downlink optimization in TDD-based small cell networks. - Mohammed Saad ElBamby; Mehdi Bennis; Walid Saad; Matti Latva-aho (ISWCS, 2014)

Content-aware user clustering and caching in wireless small cell networks. - Mohammed Saad ElBamby; Mehdi Bennis; Walid Saad; Matti Latva-aho (ISWCS, 2014)

Dynamic clustering and sleep mode strategies for small cell networks. - Sumudu Samarakoon; Mehdi Bennis; Walid Saad; Matti Latva-aho (ISWCS, 2014)

Exploring social networks for optimized user association in wireless small cell networks with device-to-device communications. - Muhammad Ikram Ashraf; Mehdi Bennis; Walid Saad; Marcos D. Katz (WCNC Workshops, 2014)

Cache-aware user association in backhaul-constrained small cell networks. - Francesco Pantisano; Mehdi Bennis; Walid Saad; Mérouane Debbah (WiOpt, 2014)

Living on the edge: The role of proactive caching in 5G wireless networks. - Ejder Bastug; Mehdi Bennis; Mérouane Debbah (IEEE Commun. Mag., 2014)

Improving Macrocell-Small Cell Coexistence Through Adaptive Interference Draining. - Francesco Pantisano; Mehdi Bennis; Walid Saad; Mérouane Debbah; Matti Latva-aho (IEEE Trans. Wirel. Commun., 2014)

Time- and frequency-domain e-ICIC with single- and multi-flow carrier aggregation in HetNets. - Meryem Simsek; Mehdi Bennis; Ismail Güvenç (Design and Deployment of Small Cell Networks, 2015)

Foresighted resource scheduling in software-defined radio access networks. - Xianfu Chen; Zhu Han 001; Honggang Zhang 001; Mehdi Bennis; Tao Chen 011 (GlobalSIP, 2015)

Power Consumption Modeling for CoMP Overlaid Neighborhood Femtocell Networks. - Anwer Adel Al-Dulaimi; Alagan Anpalagan; Mehdi Bennis (GLOBECOM, 2015)

Leveraging Big Data Analytics for Cache-Enabled Wireless Networks. - Manhal Abdel Kader; Ejder Bastug; Mehdi Bennis; Engin Zeydan; Ilyas Alper Karatepe; Ahmet Salih Er; Mérouane Debbah (GLOBECOM Workshops, 2015)

Drone Small Cells in the Clouds: Design, Deployment and Performance Analysis. - Mohammad Mozaffari; Walid Saad; Mehdi Bennis; Mérouane Debbah (GLOBECOM, 2015)

Energy-Efficient Resource Management in Ultra Dense Small Cell Networks: A Mean-Field Approach. - Sumudu Samarakoon; Mehdi Bennis; Walid Saad; Mérouane Debbah; Matti Latva-aho (GLOBECOM, 2015)

Gaussian Process Regression for CSI and feedback estimation in LTE. - Alessandro Chiumento; Mehdi Bennis; Claude Desset; André Bourdoux; Liesbet Van der Perre; Sofie Pollin (ICC Workshops, 2015)

Gibbs Sampling based Spectrum Sharing for Multi-Operator Small Cell Networks. - Petri Luoto; Mehdi Bennis; Pekka Pirinen; Sumudu Samarakoon; Matti Latva-aho (ICC Workshops, 2015)

Match to cache: Joint user association and backhaul allocation in cache-aware small cell networks. - Francesco Pantisano; Mehdi Bennis; Walid Saad; Mérouane Debbah (ICC, 2015)

Matching theory for backhaul management in small cell networks with mmWave capabilities. - Omid Semiari; Walid Saad; Zaher Dawy; Mehdi Bennis (ICC, 2015)

5G Green Communications: C-RAN Provisioning of CoMP and Femtocells for Power Management. - Anwer Adel Al-Dulaimi; Alagan Anpalagan; Mehdi Bennis; Athanasios V. Vasilakos (ICUWB, 2015)

UL/DL decoupled user association in dynamic TDD small cell networks. - Mohammed Saad ElBamby; Mehdi Bennis; Matti Latva-aho (ISWCS, 2015)

Modeling and analysis of content caching in wireless small cell networks. - Syed Tamoor-ul-Hassan; Mehdi Bennis; Pedro H. J. Nardelli; Matti Latva-aho (ISWCS, 2015)

A distributed ADMM approach for mobile data offloading in software defined network. - Lanchao Liu; Xianfu Chen; Mehdi Bennis; Guoliang Xue; Zhu Han 001 (WCNC, 2015)

Context-aware mobility management in HetNets: A reinforcement learning approach. - Meryem Simsek; Mehdi Bennis; Ismail Güvenç (WCNC, 2015)

A transfer learning approach for cache-enabled wireless networks. - Ejder Bastug; Mehdi Bennis; Mérouane Debbah (WiOpt, 2015)

Matching theory for future wireless networks: fundamentals and applications. - Yunan Gu; Walid Saad; Mehdi Bennis; Mérouane Debbah; Zhu Han 001 (IEEE Commun. Mag., 2015)

Full duplex communications [Guest Editorial]. - Geoffrey Ye Li; Mehdi Bennis; Guanding Yu (IEEE Commun. Mag., 2015)

Cache-enabled small cell networks: modeling and tradeoffs. - Ejder Bastug; Mehdi Bennis; Marios Kountouris; Mérouane Debbah (EURASIP J. Wirel. Commun. Netw., 2015)

Adaptive CSI and feedback estimation in LTE and beyond: a Gaussian process regression approach. - Alessandro Chiumento; Mehdi Bennis; Claude Desset; Liesbet Van der Perre; Sofie Pollin (EURASIP J. Wirel. Commun. Netw., 2015)

Mobility management in HetNets: a learning-based perspective. - Meryem Simsek; Mehdi Bennis; Ismail Güvenç (EURASIP J. Wirel. Commun. Netw., 2015)

Big data meets telcos: A proactive caching perspective. - Ejder Bastug; Mehdi Bennis; Engin Zeydan; Manhal Abdel Kader; Ilyas Alper Karatepe; Ahmet Salih Er; Mérouane Debbah (J. Commun. Networks, 2015)

Special issue on big data networking-challenges and applications. - Zhu Han 001; Mehdi Bennis; Dan Wang 002; Taekyoung Kwon 001; Shuguang Cui (J. Commun. Networks, 2015)

Guest Editorial: Recent Advances in Heterogeneous Cellular Networks, Part I. - David López-Pérez; Mehdi Bennis; Ismail Güvenç; Ming Ding 001; Dusit Niyato; Preben E. Mogensen (IEEE J. Sel. Areas Commun., 2015)

Guest Editorial Recent Advances in Heterogeneous Cellular Networks, Part II. - David López-Pérez; Mehdi Bennis; Ismail Güvenç; Ming Ding 001; Dusit Niyato; Preben E. Mogensen (IEEE J. Sel. Areas Commun., 2015)

Learning Based Frequency- and Time-Domain Inter-Cell Interference Coordination in HetNets. - Meryem Simsek; Mehdi Bennis; Ismail Güvenç (IEEE Trans. Veh. Technol., 2015)

Co-Primary Multi-Operator Resource Sharing for Small Cell Networks. - Petri Luoto; Pekka Pirinen; Mehdi Bennis; Sumudu Samarakoon; Simon Scott; Matti Latva-aho (IEEE Trans. Wirel. Commun., 2015)

Context-Aware Small Cell Networks: How Social Metrics Improve Wireless Resource Allocation. - Omid Semiari; Walid Saad; Stefan Valentin; Mehdi Bennis; H. Vincent Poor (IEEE Trans. Wirel. Commun., 2015)

Dynamic Proximity-Aware Resource Allocation in Vehicle-to-Vehicle (V2V) Communications. - Muhammad Ikram Ashraf; Mehdi Bennis; Cristina Perfecto; Walid Saad (GLOBECOM Workshops, 2016)

Regret Based Learning for UAV Assisted LTE-U/WiFi Public Safety Networks. - Dasun Athukoralage; Ismail Güvenç; Walid Saad; Mehdi Bennis (GLOBECOM, 2016)

Online Channel Allocation for Full-Duplex Device-to-Device Communications. - Gilsoo Lee; Walid Saad; Mehdi Bennis; Abolfazl Mehbodniya; Fumiyuki Adachi (GLOBECOM Workshops, 2016)

Fronthaul-Aware Software-Defined Joint Resource Allocation and User Scheduling for 5G Networks. - Chen-Feng Liu; Sumudu Samarakoon; Mehdi Bennis (GLOBECOM Workshops, 2016)

Mobile Internet of Things: Can UAVs Provide an Energy-Efficient Mobile Architecture? - Mohammad Mozaffari; Walid Saad; Mehdi Bennis; Mérouane Debbah (GLOBECOM, 2016)

User-Centric Mobility Management in Ultra-Dense Cellular Networks under Spatio-Temporal Dynamics. - Jihong Park; Sang Yeob Jung; Seong-Lyun Kim; Mehdi Bennis; Mérouane Debbah (GLOBECOM, 2016)

Spatio-Temporal Network Dynamics Framework for Energy-Efficient Ultra-Dense Cellular Networks. - Jihong Park; Seong-Lyun Kim; Mehdi Bennis; Mérouane Debbah (GLOBECOM, 2016)

Downlink Cell Association and Load Balancing for Joint Millimeter Wave-Microwave Cellular Networks. - Omid Semiari; Walid Saad; Mehdi Bennis (GLOBECOM, 2016)

Quantum Game Theory for Beam Alignment in Millimeter Wave Device-to-Device Communications. - Qianqian Zhang 002; Walid Saad; Mehdi Bennis; Mérouane Debbah (GLOBECOM, 2016)

Online ski rental for scheduling self-powered, energy harvesting small base stations. - Gilsoo Lee; Walid Saad; Mehdi Bennis; Abolfazl Mehbodniya; Fumiyuki Adachi (ICC, 2016)

Optimal transport theory for power-efficient deployment of unmanned aerial vehicles. - Mohammad Mozaffari; Walid Saad; Mehdi Bennis; Mérouane Debbah (ICC, 2016)

Joint admission control and content caching policy for energy harvesting access points. - Dusit Niyato; Dong In Kim; Ping Wang 001; Mehdi Bennis (ICC, 2016)

Multi-operator spectrum sharing using matching game in small cells network. - Tachporn Sanguanpuak; Sudarshan Guruacharya; Nandana Rajatheva; Mehdi Bennis; Dusit Niyato; Matti Latva-aho (ICC, 2016)

Context-aware scheduling of joint millimeter wave and microwave resources for dual-mode base stations. - Omid Semiari; Walid Saad; Mehdi Bennis (ICC, 2016)

Enhancing software-defined RAN with collaborative caching and scalable video coding. - Ruozhou Yu; Shuang Qin; Mehdi Bennis; Xianfu Chen; Gang Feng 004; Zhu Han 001; Guoliang Xue (ICC, 2016)

Edge caching for coverage and capacity-aided heterogeneous networks. - Ejder Bastug; Mehdi Bennis; Marios Kountouris; Mérouane Debbah (ISIT, 2016)

On the delay of geographical caching methods in two-tiered heterogeneous networks. - Ejder Bastug; Marios Kountouris; Mehdi Bennis; Mérouane Debbah (SPAWC, 2016)

Multi-armed bandit for LTE-U and WiFi coexistence in unlicensed bands. - M. G. S. Sriyananda; Imtiaz Parvez; Ismail Güvenç; Mehdi Bennis; Arif I. Sarwat (WCNC, 2016)

Wireless communications, networking, and positioning with unmanned aerial vehicles [Guest Editorial]. - Ismail Güvenç; Walid Saad; Mehdi Bennis; Christian Wietfeld; Ming Ding 001; Lee Pike (IEEE Commun. Mag., 2016)

Big data caching for networking: moving from cloud to edge. - Engin Zeydan; Ejder Bastug; Mehdi Bennis; Manhal Abdel Kader; Ilyas Alper Karatepe; Ahmet Salih Er; Mérouane Debbah (IEEE Commun. Mag., 2016)

Towards Interconnected Virtual Reality: Opportunities, Challenges and Enablers. - Ejder Bastug; Mehdi Bennis; Muriel Médard; Mérouane Debbah (CoRR, 2016)

Online Ski Rental for ON/OFF Scheduling of Energy Harvesting, Millimeter Wave Base Stations. - Gilsoo Lee; Walid Saad; Mehdi Bennis; Abolfazl Mehbodniya; Fumiyuki Adachi (CoRR, 2016)

System Level Performance Evaluation of LTE-V2X Network. - Petri Luoto; Mehdi Bennis; Pekka Pirinen; Sumudu Samarakoon; Kari Horneman; Matti Latva-aho (CoRR, 2016)

Beamwidth Optimization in Millimeter Wave Small Cell Networks with Relay Nodes: A Swarm Intelligence Approach. - Cristina Perfecto; Javier Del Ser; Muhammad Ikram Ashraf; Miren Nekane Bilbao; Mehdi Bennis (CoRR, 2016)

Enabling Relaying Over Heterogeneous Backhauls in the Uplink of Wireless Femtocell Networks. - Sumudu Samarakoon; Mehdi Bennis; Walid Saad; Matti Latva-aho (CoRR, 2016)

Joint In-Band Backhauling and Interference Mitigation in 5G Heterogeneous Networks. - Trung Kien Vu; Mehdi Bennis; Sumudu Samarakoon; Mérouane Debbah; Matti Latva-aho (CoRR, 2016)

Joint Optimization for Optimal Power Allocation in OFDMA Femtocell Networks. - Mohammad Robat Mili; Khairi Ashour Hamdi; Farokh Marvasti; Mehdi Bennis (IEEE Commun. Lett., 2016)

Efficient Deployment of Multiple Unmanned Aerial Vehicles for Optimal Wireless Coverage. - Mohammad Mozaffari; Walid Saad; Mehdi Bennis; Mérouane Debbah (IEEE Commun. Lett., 2016)

UAV-Assisted Heterogeneous Networks for Capacity Enhancement. - Vishal Sharma 001; Mehdi Bennis; Rajesh Kumar 013 (IEEE Commun. Lett., 2016)

Caching in Wireless Small Cell Networks: A Storage-Bandwidth Tradeoff. - Syed Tamoor-ul-Hassan; Mehdi Bennis; Pedro H. J. Nardelli; Matti Latva-aho (IEEE Commun. Lett., 2016)

Ultra Dense Small Cell Networks: Turning Density Into Energy Efficiency. - Sumudu Samarakoon; Mehdi Bennis; Walid Saad; Mérouane Debbah; Matti Latva-aho (IEEE J. Sel. Areas Commun., 2016)

CBRS Spectrum Sharing between LTE-U and WiFi: A Multiarmed Bandit Approach. - Imtiaz Parvez; M. G. S. Sriyananda; Ismail Güvenç; Mehdi Bennis; Arif I. Sarwat (Mob. Inf. Syst., 2016)

Unmanned Aerial Vehicle With Underlaid Device-to-Device Communications: Performance and Tradeoffs. - Mohammad Mozaffari; Walid Saad; Mehdi Bennis; Mérouane Debbah (IEEE Trans. Wirel. Commun., 2016)

Dynamic Clustering and on/off Strategies for Wireless Small Cell Networks. - Sumudu Samarakoon; Mehdi Bennis; Walid Saad; Matti Latva-aho (IEEE Trans. Wirel. Commun., 2016)

Energy-Efficient Power Allocation in OFDMA D2D Communication by Multiobjective Optimization. - Mohammad Robat Mili; Peyman Tehrani; Mehdi Bennis (IEEE Wirel. Commun. Lett., 2016)

Towards low-latency and ultra-reliable vehicle-to-vehicle communication. - Muhammad Ikram Ashraf; Chen-Feng Liu; Mehdi Bennis; Walid Saad (EuCNC, 2017)

Proactive edge computing in latency-constrained fog networks. - Mohammed Saad ElBamby; Mehdi Bennis; Walid Saad (EuCNC, 2017)

Vehicle clustering for improving enhanced LTE-V2X network performance. - Petri Luoto; Mehdi Bennis; Pekka Pirinen; Sumudu Samarakoon; Kari Horneman; Matti Latva-aho (EuCNC, 2017)

System level analysis of multi-operator small cell network at 10 GHz. - Petri Luoto; Antti Roivainen; Mehdi Bennis; Pekka Pirinen; Sumudu Samarakoon; Matti Latva-aho (EuCNC, 2017)

Performance evaluation of adaptive beamforming in 5G-V2X networks. - Ilmari Maskulainen; Petri Luoto; Pekka Pirinen; Mehdi Bennis; Kari Horneman; Matti Latva-aho (EuCNC, 2017)

Beyond WYSIWYG: Sharing contextual sensing data through mmWave V2V communications. - Cristina Perfecto; Javier Del Ser; Mehdi Bennis; Miren Nekane Bilbao (EuCNC, 2017)

Online optimization for low-latency computational caching in Fog networks. - Gilsoo Lee; Walid Saad; Mehdi Bennis (FWC, 2017)

Delay Analysis for Wireless D2D Caching with Inter-Cluster Cooperation. - Ramy Amer; M. Majid Butt; Mehdi Bennis; Nicola Marchetti (GLOBECOM, 2017)

An Oblivious Game-Theoretic Approach for Wireless Scheduling in V2V Communications. - Xianfu Chen; Celimuge Wu; Mehdi Bennis (GLOBECOM, 2017)

A Novel Caching Policy with Content Popularity Prediction and User Preference Learning in Fog-RAN. - Yanxiang Jiang; Miaoli Ma; Mehdi Bennis; Fuchun Zheng; Xiaohu You 001 (GLOBECOM Workshops, 2017)

Contract-Based Cache Partitioning and Pricing Mechanism in Wireless Network Slicing. - Tra Huong Thi Le; Nguyen Hoang Tran; Phuong Luu Vo; Zhu Han 001; Mehdi Bennis; Choong Seon Hong (GLOBECOM, 2017)

Latency and Reliability-Aware Task Offloading and Resource Allocation for Mobile Edge Computing. - Chen-Feng Liu; Mehdi Bennis; H. Vincent Poor (GLOBECOM Workshops, 2017)

Performance Optimization for UAV-Enabled Wireless Communications under Flight Time Constraints. - Mohammad Mozaffari; Walid Saad; Mehdi Bennis; Mérouane Debbah (GLOBECOM, 2017)

Performance Analysis of Integrated Sub-6 GHz-Millimeter Wave Wireless Local Area Networks. - Omid Semiari; Walid Saad; Mehdi Bennis; Mérouane Debbah (GLOBECOM, 2017)

Mobility Management for Heterogeneous Networks: Leveraging Millimeter Wave for Seamless Handover. - Omid Semiari; Walid Saad; Mehdi Bennis; Behrouz Maham (GLOBECOM, 2017)

Network Formation Game for Multi-Hop Wearable Communications over Millimeter Wave Frequencies. - Qianqian Zhang 002; Walid Saad; Mehdi Bennis; Mérouane Debbah (GLOBECOM, 2017)

Ultra-dense edge caching under spatio-temporal demand and network dynamics. - Hyesung Kim; Jihong Park; Mehdi Bennis; Seong-Lyun Kim; Mérouane Debbah (ICC, 2017)

An online secretary framework for fog network formation with minimal latency. - Gilsoo Lee; Walid Saad; Mehdi Bennis (ICC, 2017)

On the interplay between scheduling interval and beamwidth selection for low-latency and reliable V2V mmWave communications. - Cristina Perfecto; Javier Del Ser; Mehdi Bennis (ICIN, 2017)

Delay-sensitive resource allocation for relay-aided M2M communication over LTE-advanced networks. - Mohammad Reza Mardani; Salman Mohebi; Behrouz Maham; Mehdi Bennis (ISCC, 2017)

Adapting Downlink Power in Fronthaul-Constrained Hierarchical Software-Defined RANs. - Xianfu Chen; Zhu Han 001; Zheng Chang 001; Guoliang Xue; Honggang Zhang 001; Mehdi Bennis (WCNC, 2017)

Toward Interconnected Virtual Reality: Opportunities, Challenges, and Enablers. - Ejder Bastug; Mehdi Bennis; Muriel Médard; Mérouane Debbah (IEEE Commun. Mag., 2017)

Heterogeneous Ultra-Dense Networks: Part 1. - Haijun Zhang 001; Chunxiao Jiang; Mehdi Bennis; Mérouane Debbah; Zhu Han 001; Victor C. M. Leung (IEEE Commun. Mag., 2017)

Resource Optimization and Power Allocation in In-band Full Duplex (IBFD)-Enabled Non-Orthogonal Multiple Access Networks. - Mohammed Saad ElBamby; Mehdi Bennis; Walid Saad; Mérouane Debbah; Matti Latva-aho (CoRR, 2017)

Energy Efficient Non-Cooperative Power Control in Small Cell Networks. - Yanxiang Jiang; Ningning Lu; Yan Chen 007; Mehdi Bennis; Fu-Chun Zheng; Xiqi Gao 001; Xiaohu You 001 (CoRR, 2017)

Caching Meets Millimeter Wave Communications for Enhanced Mobility Management in 5G Networks. - Omid Semiari; Walid Saad; Mehdi Bennis (CoRR, 2017)

Optimal Transport Theory for Cell Association in UAV-Enabled Cellular Networks. - Mohammad Mozaffari; Walid Saad; Mehdi Bennis; Mérouane Debbah (IEEE Commun. Lett., 2017)

Ultra-Reliable and Low Latency Communication in mmWave-Enabled Massive MIMO Networks. - Trung Kien Vu; Chen-Feng Liu; Mehdi Bennis; Mérouane Debbah; Matti Latva-aho; Choong Seon Hong (IEEE Commun. Lett., 2017)

Resource Optimization and Power Allocation in In-Band Full Duplex-Enabled Non-Orthogonal Multiple Access Networks. - Mohammed Saad ElBamby; Mehdi Bennis; Walid Saad; Mérouane Debbah; Matti Latva-aho (IEEE J. Sel. Areas Commun., 2017)

Millimeter-Wave V2V Communications: Distributed Association and Beam Alignment. - Cristina Perfecto; Javier Del Ser; Mehdi Bennis (IEEE J. Sel. Areas Commun., 2017)

Guest Editorial Game Theory for Networks, Part I. - Luca Sanguinetti; Tansu Alpcan; Tamer Basar; Mehdi Bennis; Randall A. Berry; Jianwei Huang 001; Walid Saad (IEEE J. Sel. Areas Commun., 2017)

Guest Editorial Game Theory for Networks, Part II. - Luca Sanguinetti; Tansu Alpcan; Tamer Basar; Mehdi Bennis; Randall A. Berry; Jianwei Huang 001; Walid Saad (IEEE J. Sel. Areas Commun., 2017)

Enhanced Co-Primary Spectrum Sharing Method for Multi-Operator Networks. - Petri Luoto; Mehdi Bennis; Pekka Pirinen; Sumudu Samarakoon; Matti Latva-aho (IEEE Trans. Mob. Comput., 2017)

Dynamic Clustering and User Association in Wireless Small-Cell Networks With Social Considerations. - Muhammad Ikram Ashraf; Mehdi Bennis; Walid Saad; Marcos D. Katz; Choong Seon Hong (IEEE Trans. Veh. Technol., 2017)

Energy-Efficient Noncooperative Power Control in Small-Cell Networks. - Yanxiang Jiang; Ningning Lu; Yan Chen 007; Fuchun Zheng; Mehdi Bennis; Xiqi Gao 001; Xiaohu You 001 (IEEE Trans. Veh. Technol., 2017)

Sum Secrecy Rate Maximization for Relay-Aided Multiple-Source Multiple-Destination Networks. - Meng Zhang 002; Ming Ding 001; Lin Gui 001; Hanwen Luo 001; Mehdi Bennis (IEEE Trans. Veh. Technol., 2017)

Online Ski Rental for ON/OFF Scheduling of Energy Harvesting Base Stations. - Gilsoo Lee; Walid Saad; Mehdi Bennis; Abolfazl Mehbodniya; Fumiyuki Adachi (IEEE Trans. Wirel. Commun., 2017)

Mobile Unmanned Aerial Vehicles (UAVs) for Energy-Efficient Internet of Things Communications. - Mohammad Mozaffari; Walid Saad; Mehdi Bennis; Mérouane Debbah (IEEE Trans. Wirel. Commun., 2017)

Wireless Communication Using Unmanned Aerial Vehicles (UAVs): Optimal Transport Theory for Hover Time Optimization. - Mohammad Mozaffari; Walid Saad; Mehdi Bennis; Mérouane Debbah (IEEE Trans. Wirel. Commun., 2017)

Multi-Operator Spectrum Sharing for Small Cell Networks: A Matching Game Perspective. - Tachporn Sanguanpuak; Sudarshan Guruacharya; Nandana Rajatheva; Mehdi Bennis; Matti Latva-aho (IEEE Trans. Wirel. Commun., 2017)

Joint Millimeter Wave and Microwave Resources Allocation in Cellular Networks With Dual-Mode Base Stations. - Omid Semiari; Walid Saad; Mehdi Bennis (IEEE Trans. Wirel. Commun., 2017)

Inter-Operator Resource Management for Millimeter Wave Multi-Hop Backhaul Networks. - Omid Semiari; Walid Saad; Mehdi Bennis; Zaher Dawy (IEEE Trans. Wirel. Commun., 2017)

Joint Load Balancing and Interference Mitigation in 5G Heterogeneous Networks. - Trung Kien Vu; Mehdi Bennis; Sumudu Samarakoon; Mérouane Debbah; Matti Latva-aho (IEEE Trans. Wirel. Commun., 2017)

Learning-Based Small Cell Traffic Balancing Over Licensed and Unlicensed Bands. - M. G. S. Sriyananda; Mehdi Bennis (IEEE Wirel. Commun. Lett., 2017)

Wireless Communications and Control for Swarms of Cellular-Connected UAVs. - Tengchan Zeng; Mohammad Mozaffari; Omid Semiari; Walid Saad; Mehdi Bennis; Mérouane Debbah (ACSSC, 2018)

Consensus-Before-Talk: Distributed Dynamic Spectrum Access via Distributed Spectrum Ledger Technology. - Hyowoon Seo; Jihong Park; Mehdi Bennis; Wan Choi 001 (DySPAN, 2018)

Ultra-Reliable Low-Latency Vehicular Networks: Taming the Age of Information Tail. - Mohamed K. Abdel-Aziz; Chen-Feng Liu; Sumudu Samarakoon; Mehdi Bennis; Walid Saad (GLOBECOM, 2018)

On Minimizing Energy Consumption for D2D Clustered Caching Networks. - Ramy Amer; M. Majid Butt; Hesham ElSawy; Mehdi Bennis; Jacek Kibilda; Nicola Marchetti (GLOBECOM, 2018)

A Quitting Game Framework for Self-Organized D2D Mobile Relaying in 5G. - Safaa Driouech; Essaid Sabir; Mehdi Bennis; Halima Elbiaze (GLOBECOM, 2018)

Green Fog Offloading Strategy for Heterogeneous Wireless Edge Networks. - Yung-Lin Hsu; Hung-Yu Wei 001; Mehdi Bennis (GLOBECOM Workshops, 2018)

Online Optimization for UAV-Assisted Distributed Fog Computing in Smart Factories of Industry 4.0. - Gilsoo Lee; Walid Saad; Mehdi Bennis (GLOBECOM, 2018)

3D Cellular Network Architecture with Drones for beyond 5G. - Mohammad Mozaffari; Ali Taleb Zadeh Kasgari; Walid Saad; Mehdi Bennis; Mérouane Debbah (GLOBECOM, 2018)

URLLC-eMBB Slicing to Support VR Multimodal Perceptions over Wireless Cellular Systems. - Jihong Park; Mehdi Bennis (GLOBECOM, 2018)

Performance Analysis and Caching Design in Fog Radio Access Networks. - Aoao Peng; Yanxiang Jiang; Mehdi Bennis; Fu-Chun Zheng; Xiaohu You 001 (GLOBECOM Workshops, 2018)

Federated Learning for Ultra-Reliable Low-Latency V2V Communications. - Sumudu Samarakoon; Mehdi Bennis; Walid Saad; Mérouane Debbah (GLOBECOM, 2018)

Machine Learning for Predictive On-Demand Deployment of Uavs for Wireless Communications. - Qianqian Zhang 002; Mohammad Mozaffari; Walid Saad; Mehdi Bennis; Mérouane Debbah (GLOBECOM, 2018)

Collaborative Artificial Intelligence (AI) for User-Cell Association in Ultra-Dense Cellular Systems. - Kenza Hamidouche; Ali Taleb Zadeh Kasgari; Walid Saad; Mehdi Bennis; Mérouane Debbah (ICC Workshops, 2018)

Drone-Based Antenna Array for Service Time Minimization in Wireless Networks. - Mohammad Mozaffari; Walid Saad; Mehdi Bennis; Mérouane Debbah (ICC, 2018)

Integrated Communications and Control Co-Design for Wireless Vehicular Platoon Systems. - Tengchan Zeng; Omid Semiari; Walid Saad; Mehdi Bennis (ICC, 2018)

Massive UAV-to-Ground Communication and its Stable Movement Control: A Mean-Field Approach. - Hyesung Kim; Jihong Park; Mehdi Bennis; Seong-Lyun Kim (SPAWC, 2018)

Performance Optimization in Mobile-Edge Computing via Deep Reinforcement Learning. - Xianfu Chen; Honggang Zhang 001; Celimuge Wu; Shiwen Mao; Yusheng Ji; Mehdi Bennis (VTC Fall, 2018)

Distributed Edge Caching in Ultra-Dense Fog Radio Access Networks: A Mean Field Approach. - Yabai Hu; Yanxiang Jiang; Mehdi Bennis; Fu-Chun Zheng (VTC Fall, 2018)

Decentralized Asynchronous Coded Caching in Fog-RAN. - Wenlong Huang; Yanxiang Jiang; Mehdi Bennis; Fu-Chun Zheng; Haris Gacanin; Xiaohu You 001 (VTC Fall, 2018)

Edge computing meets millimeter-wave enabled VR: Paving the way to cutting the cord. - Mohammed Saad ElBamby; Cristina Perfecto; Mehdi Bennis; Klaus Doppler (WCNC, 2018)

Path selection and rate allocation in self-backhauled mmWave networks. - Trung Kien Vu; Chen-Feng Liu; Mehdi Bennis; Mérouane Debbah; Matti Latva-aho (WCNC, 2018)

Dynamic Resource Allocation for Optimized Latency and Reliability in Vehicular Networks. - Muhammad Ikram Ashraf; Chen-Feng Liu; Mehdi Bennis; Walid Saad; Choong Seon Hong (IEEE Access, 2018)

Heterogeneous Ultra Dense Networks: Part 2. - Haijun Zhang 001; Chunxiao Jiang; Mehdi Bennis; Mérouane Debbah; Zhu Han 001; Victor C. M. Leung (IEEE Commun. Mag., 2018)

Ultra-Reliable and Low-Latency Wireless Communication: Tail, Risk and Scale. - Mehdi Bennis; Mérouane Debbah; H. Vincent Poor (CoRR, 2018)

User Preference Learning Based Edge Caching for Fog-RAN. - Yanxiang Jiang; Miaoli Ma; Mehdi Bennis; Fu-Chun Zheng; Xiaohu You 001 (CoRR, 2018)

Towards Low-Latency and Ultra-Reliable Virtual Reality. - Mohammed Saad ElBamby; Cristina Perfecto; Mehdi Bennis; Klaus Doppler (CoRR, 2018)

Integrated Millimeter Wave and Sub-6 GHz Wireless Networks: A Roadmap for Ultra-Reliable Low-Latency Communications. - Omid Semiari; Walid Saad; Mehdi Bennis; Mérouane Debbah (CoRR, 2018)

Joint Path Selection and Rate Allocation Framework for 5G Self-Backhauled mmWave Networks. - Trung Kien Vu; Mehdi Bennis; Mérouane Debbah; Matti Latva-aho (CoRR, 2018)

On the Application of Network Slicing for 5G-V2X. - Hamza Khan 001; Petri Luoto; Mehdi Bennis; Matti Latva-aho (CoRR, 2018)

On-Device Federated Learning via Blockchain and its Latency Analysis. - Hyesung Kim; Jihong Park; Mehdi Bennis; Seong-Lyun Kim (CoRR, 2018)

Multi-operator spectrum sharing using matching game in small cells network. - Tachporn Sanguanpuak; Nandana Rajatheva; Mehdi Bennis; Dusit Niyato; Matti Latva-aho (CoRR, 2018)

Communication-Efficient On-Device Machine Learning: Federated Distillation and Augmentation under Non-IID Private Data. - Eunjeong Jeong; Seungeun Oh; Hyesung Kim; Jihong Park; Mehdi Bennis; Seong-Lyun Kim (CoRR, 2018)

Proactive edge computing in fog networks with latency and reliability guarantees. - Mohammed Saad ElBamby; Mehdi Bennis; Walid Saad; Matti Latva-aho; Choong Seon Hong (EURASIP J. Wirel. Commun. Netw., 2018)

Ultra-Reliable and Low-Latency Vehicular Transmission: An Extreme Value Theory Approach. - Chen-Feng Liu; Mehdi Bennis (IEEE Commun. Lett., 2018)

Learning-Based Caching in Cloud-Aided Wireless Networks. - Syed Tamoor-ul-Hassan; Sumudu Samarakoon; Mehdi Bennis; Matti Latva-aho; Choong Seon Hong (IEEE Commun. Lett., 2018)

Ultra-Reliable Communication in 5G mmWave Networks: A Risk-Sensitive Approach. - Trung Kien Vu; Mehdi Bennis; Mérouane Debbah; Matti Latva-aho; Choong Seon Hong (IEEE Commun. Lett., 2018)

Toward Low-Latency and Ultra-Reliable Virtual Reality. - Mohammed Saad ElBamby; Cristina Perfecto; Mehdi Bennis; Klaus Doppler (IEEE Netw., 2018)

Ultrareliable and Low-Latency Wireless Communication: Tail, Risk, and Scale. - Mehdi Bennis; Mérouane Debbah; H. Vincent Poor (Proc. IEEE, 2018)

Scanning the Issue. - H. Joel Trussell; Yongpeng Wu 001; Chengshan Xiao; Zhi Ding 001; Xiqi Gao 001; Shi Jin 002; Mehdi Bennis; Mérouane Debbah; H. Vincent Poor; Mark Schubin (Proc. IEEE, 2018)

Wireless Resource Scheduling in Virtualized Radio Access Networks Using Stochastic Learning. - Xianfu Chen; Zhu Han 001; Honggang Zhang 001; Guoliang Xue; Yong Xiao 001; Mehdi Bennis (IEEE Trans. Mob. Comput., 2018)

HSDRAN: Hierarchical Software-Defined Radio Access Network for Distributed Optimization. - Ruozhou Yu; Guoliang Xue; Mehdi Bennis; Xianfu Chen; Zhu Han 001 (IEEE Trans. Veh. Technol., 2018)

Inter-Cluster Cooperation for Wireless D2D Caching Networks. - Ramy Amer; M. Majid Butt; Mehdi Bennis; Nicola Marchetti (IEEE Trans. Wirel. Commun., 2018)

Fronthaul-Aware Software-Defined Wireless Networks: Resource Allocation and User Scheduling. - Chen-Feng Liu; Sumudu Samarakoon; Mehdi Bennis; H. Vincent Poor (IEEE Trans. Wirel. Commun., 2018)

Caching Meets Millimeter Wave Communications for Enhanced Mobility Management in 5G Networks. - Omid Semiari; Walid Saad; Mehdi Bennis; Behrouz Maham (IEEE Trans. Wirel. Commun., 2018)

One Pixel Image and RF Signal Based Split Learning for mmWave Received Power Prediction. - Yusuke Koda; Jihong Park; Mehdi Bennis; Koji Yamamoto 001; Takayuki Nishio; Masahiro Morikura (CoNEXT Companion, 2019)

Secrecy Preserving in Stochastic Resource Orchestration for Multi-Tenancy Network Slicing. - Xianfu Chen; Zhifeng Zhao; Celimuge Wu; Tao Chen 011; Honggang Zhang 001; Mehdi Bennis (GLOBECOM, 2019)

Incentivize to Build: A Crowdsourcing Framework for Federated Learning. - Shashi Raj Pandey; Nguyen Hoang Tran; Mehdi Bennis; Yan Kyaw Tun; Zhu Han 001; Choong Seon Hong (GLOBECOM, 2019)

Massive Autonomous UAV Path Planning: A Neural Network Based Mean-Field Game Theoretic Approach. - Hamid Shiri; Jihong Park; Mehdi Bennis (GLOBECOM, 2019)

Ultra-Reliable Millimeter-Wave Communications Using an Artificial Intelligence-Powered Reflector. - Mehdi Naderi Soorki; Walid Saad; Mehdi Bennis (GLOBECOM, 2019)

Cooperative Edge Caching in Fog Radio Access Networks: A Pigeon Inspired Optimization Approach. - Chengyu Xia; Yanxiang Jiang; Mugen Peng; Fu-Chun Zheng; Mehdi Bennis; Xiaohu You 001 (GLOBECOM, 2019)

Dependence Control for Reliability Optimization in Vehicular Networks. - Tengchan Zeng; Omid Semiari; Walid Saad; Mehdi Bennis (GLOBECOM, 2019)

Reflections in the Sky: Millimeter Wave Communication with UAV-Carried Intelligent Reflectors. - Qianqian Zhang 002; Walid Saad; Mehdi Bennis (GLOBECOM, 2019)

Decentralized Deep Reinforcement Learning for Delay-Power Tradeoff in Vehicular Communications. - Xianfu Chen; Celimuge Wu; Honggang Zhang 001; Yan Zhang 002; Mehdi Bennis; Heli Vuojala (ICC, 2019)

A Proximal Jacobian ADMM Approach for Fast Massive MIMO Signal Detection in Low-Latency Communications. - Anis Elgabli; Ali A. Elghariani; Vaneet Aggarwal; Mehdi Bennis; Mark R. Bell (ICC, 2019)

Edge Caching Resource Allocation in Fog Radio Access Networks: An Incentive Mechanism Based Approach. - Hui Ge; Yanxiang Jiang; Mehdi Bennis; Fu-Chun Zheng; Xiaohu You 001 (ICC Workshops, 2019)

Joint Communication and Control System Design for Connected and Autonomous Vehicle Navigation. - Tengchan Zeng; Omid Semiari; Walid Saad; Mehdi Bennis (ICC, 2019)

Reinforcement Learning Based Scheduling Algorithm for Optimizing Age of Information in Ultra Reliable Low Latency Networks. - Anis Elgabli; Hamza Khan 001; Mounssif Krouka; Mehdi Bennis (ISCC, 2019)

Resource virtualization with edge caching and latency constraint for local B5G operator. - Tachporn Sanguanpuak; Dusit Niyato; Nandana Rajatheva; Mehdi Bennis; Matti Latva-aho (ISWCS, 2019)

Distributed Edge Caching via Reinforcement Learning in Fog Radio Access Networks. - Liuyang Lu; Yanxiang Jiang; Mehdi Bennis; Zhiguo Ding 001; Fu-Chun Zheng; Xiaohu You 001 (VTC Spring, 2019)

Dynamic Radio Frame Configuration by Exploiting Uplink Control Channel for URLLC. - Navuday Sharma; Muhammad Mahtab Alam; Yannick Le Moullec; Hassan Malik; Mehdi Bennis; Sven Pärand (WCNC Workshops, 2019)

Joint Cache Allocation With Incentive and User Association in Cloud Radio Access Networks Using Hierarchical Game. - Tra Huong Thi Le; Nguyen Hoang Tran; Phuong Luu Vo; Zhu Han 001; Mehdi Bennis; Choong Seon Hong (IEEE Access, 2019)

A Tutorial on UAVs for Wireless Networks: Applications, Challenges, and Open Problems. - Mohammad Mozaffari; Walid Saad; Mehdi Bennis; Young-Han Nam; Mérouane Debbah (IEEE Commun. Surv. Tutorials, 2019)

Cooperative Caching in Fog Radio Access Networks: A Graph-based Approach. - Yanxiang Jiang; Xiaoting Cui; Mehdi Bennis; Fu-Chun Zheng (CoRR, 2019)

Multi-hop Federated Private Data Augmentation with Sample Compression. - Eunjeong Jeong; Seungeun Oh; Jihong Park; Hyesung Kim; Mehdi Bennis; Seong-Lyun Kim (CoRR, 2019)

Federated Reinforcement Distillation with Proxy Experience Memory. - Han Cha; Jihong Park; Hyesung Kim; Seong-Lyun Kim; Mehdi Bennis (CoRR, 2019)

Communication and Consensus Co-Design for Low-Latency and Reliable Industrial IoT Systems. - Hyowoon Seo; Jihong Park; Mehdi Bennis; Wan Choi 001 (CoRR, 2019)

Distilling On-Device Intelligence at the Network Edge. - Jihong Park; Shiqiang Wang; Anis Elgabli; Seungeun Oh; Eunjeong Jeong; Han Cha; Hyesung Kim; Seong-Lyun Kim; Mehdi Bennis (CoRR, 2019)

Spatiotemporal Analysis on Broadcast Performance of DSRC with External Interference in 5.9 GHz Band. - Seungmo Kim; Mehdi Bennis (CoRR, 2019)

Advances and Open Problems in Federated Learning. - Peter Kairouz; H. Brendan McMahan; Brendan Avent; Aurélien Bellet; Mehdi Bennis; Arjun Nitin Bhagoji; Kallista A. Bonawitz; Zachary Charles; Graham Cormode; Rachel Cummings; Rafael G. L. D'Oliveira; Salim El Rouayheb; et al. (CoRR, 2019)

eMBB-URLLC Resource Slicing: A Risk-Sensitive Approach. - Madyan Alsenwi; Nguyen Hoang Tran; Mehdi Bennis; Anupam Kumar Bairagi; Choong Seon Hong (IEEE Commun. Lett., 2019)

Taming the Tail of Maximal Information Age in Wireless Industrial Networks. - Chen-Feng Liu; Mehdi Bennis (IEEE Commun. Lett., 2019)

Cooperative caching in fog radio access networks: a graph-based approach. - Yanxiang Jiang; Xiaoting Cui; Mehdi Bennis; Fu-Chun Zheng; Baotian Fan; Xiaohu You 001 (IET Commun., 2019)

Optimized Computation Offloading Performance in Virtual Edge Computing Systems Via Deep Reinforcement Learning. - Xianfu Chen; Honggang Zhang 001; Celimuge Wu; Shiwen Mao; Yusheng Ji; Mehdi Bennis (IEEE Internet Things J., 2019)

Multi-Tenant Cross-Slice Resource Orchestration: A Deep Reinforcement Learning Approach. - Xianfu Chen; Zhifeng Zhao; Celimuge Wu; Mehdi Bennis; Hang Liu 003; Yusheng Ji; Honggang Zhang 001 (IEEE J. Sel. Areas Commun., 2019)

Wireless Edge Computing With Latency and Reliability Guarantees. - Mohammed Saad ElBamby; Cristina Perfecto; Chen-Feng Liu; Jihong Park; Sumudu Samarakoon; Xianfu Chen; Mehdi Bennis (Proc. IEEE, 2019)

Wireless Network Intelligence at the Edge. - Jihong Park; Sumudu Samarakoon; Mehdi Bennis; Mérouane Debbah (Proc. IEEE, 2019)

Scanning the Issue. - Jihong Park; Sumudu Samarakoon; Mehdi Bennis; Mérouane Debbah; Andrea Conti 001; Santiago Mazuelas; Stefania Bartoletti; William C. Lindsey; Moe Z. Win; Yueping Zhang; Junfa Mao; Peter M. Grant; et al. (Proc. IEEE, 2019)

Reinforcement Learning-Based Vehicle-Cell Association Algorithm for Highly Mobile Millimeter Wave Communication. - Hamza Khan 001; Anis Elgabli; Sumudu Samarakoon; Mehdi Bennis; Choong Seon Hong (IEEE Trans. Cogn. Commun. Netw., 2019)

User Preference Learning-Based Edge Caching for Fog Radio Access Network. - Yanxiang Jiang; Miaoli Ma; Mehdi Bennis; Fu-Chun Zheng; Xiaohu You 001 (IEEE Trans. Commun., 2019)

Dynamic Task Offloading and Resource Allocation for Ultra-Reliable Low-Latency Edge Computing. - Chen-Feng Liu; Mehdi Bennis; Mérouane Debbah; H. Vincent Poor (IEEE Trans. Commun., 2019)

Communications and Control for Wireless Drone-Based Antenna Array. - Mohammad Mozaffari; Walid Saad; Mehdi Bennis; Mérouane Debbah (IEEE Trans. Commun., 2019)

Joint Communication and Control for Wireless Autonomous Vehicular Platoon Systems. - Tengchan Zeng; Omid Semiari; Walid Saad; Mehdi Bennis (IEEE Trans. Commun., 2019)

Learning to Entangle Radio Resources in Vehicular Communications: An Oblivious Game-Theoretic Perspective. - Xianfu Chen; Celimuge Wu; Mehdi Bennis; Zhifeng Zhao; Zhu Han 001 (IEEE Trans. Veh. Technol., 2019)

An Online Optimization Framework for Distributed Fog Network Formation With Minimal Latency. - Gilsoo Lee; Walid Saad; Mehdi Bennis (IEEE Trans. Wirel. Commun., 2019)

Beyond 5G With UAVs: Foundations of a 3D Wireless Cellular Network. - Mohammad Mozaffari; Ali Taleb Zadeh Kasgari; Walid Saad; Mehdi Bennis; Mérouane Debbah (IEEE Trans. Wirel. Commun., 2019)

Optimized Deployment of Millimeter Wave Networks for In-Venue Regions With Stochastic Users' Orientation. - Mehdi Naderi Soorki; Walid Saad; Mehdi Bennis (IEEE Trans. Wirel. Commun., 2019)

Joint Path Selection and Rate Allocation Framework for 5G Self-Backhauled mm-wave Networks. - Trung Kien Vu; Mehdi Bennis; Mérouane Debbah; Matti Latva-aho (IEEE Trans. Wirel. Commun., 2019)

Integrated Millimeter Wave and Sub-6 GHz Wireless Networks: A Roadmap for Joint Mobile Broadband and Ultra-Reliable Low-Latency Communications. - Omid Semiari; Walid Saad; Mehdi Bennis; Mérouane Debbah (IEEE Wirel. Commun., 2019)

Power Control via Stackelberg Game for Small-Cell Networks. - Yanxiang Jiang; Hui Ge; Mehdi Bennis; Fu-Chun Zheng; Xiaohu You 001 (Wirel. Commun. Mob. Comput., 2019)

1 A Deep Reinforcement Learning Framework to Combat Dynamic Blockage in mmWave V2X Networks. - Sheng Chen 013; Kien Vu; Sheng Zhou 001; Zhisheng Niu; Mehdi Bennis; Matti Latva-aho (6G SUMMIT, 2020)

Cooperative perception in Vehicular Networks using Multi-Agent Reinforcement Learning. - Mohamed K. Abdel-Aziz; Sumudu Samarakoon; Cristina Perfecto; Mehdi Bennis (ACSSC, 2020)

A Joint Decentralized Federated Learning and Communications Framework for Industrial Networks. - Stefano Savazzi; Sanaz Kianoush; Vittorio Rampa; Mehdi Bennis (CAMAD, 2020)

Communication Efficient Framework for Decentralized Machine Learning. - Anis Elgabli; Jihong Park; Amrit S. Bedi; Mehdi Bennis; Vaneet Aggarwal (CISS, 2020)

Phase Configuration Learning in Wireless Networks with Multiple Reconfigurable Intelligent Surfaces. - George C. Alexandropoulos; Sumudu Samarakoon; Mehdi Bennis; Mérouane Debbah (GLOBECOM (Workshops), 2020)

Age of Information-Aware Resource Management in UAV-Assisted Mobile-Edge Computing Systems. - Xianfu Chen; Celimuge Wu; Tao Chen 011; Zhi Liu 002; Mehdi Bennis; Yusheng Ji (GLOBECOM, 2020)

Integrating LEO Satellite and UAV Relaying via Reinforcement Learning for Non-Terrestrial Networks. - Ju-Hyung Lee 001; Jihong Park; Mehdi Bennis; Young-Chai Ko (GLOBECOM, 2020)

Accelerating Partitioned Edge Learning via Joint Parameter-and-Bandwidth Allocation. - Dingzhu Wen; Mehdi Bennis; Kaibin Huang (GLOBECOM, 2020)

Distributional Reinforcement Learning for mmWave Communications with Intelligent Reflectors on a UAV. - Qianqian Zhang 002; Walid Saad; Mehdi Bennis (GLOBECOM, 2020)

Q-GADMM: Quantized Group ADMM for Communication Efficient Decentralized Machine Learning. - Anis Elgabli; Jihong Park; Amrit S. Bedi; Mehdi Bennis; Vaneet Aggarwal (ICASSP, 2020)

Risk-Based Optimization of Virtual Reality over Terahertz Reconfigurable Intelligent Surfaces. - Christina Chaccour; Mehdi Naderi Soorki; Walid Saad; Mehdi Bennis; Petar Popovski (ICC, 2020)

D2D Mobile Relaying for Efficient Throughput-Reliability Delivering in 5G. - Safaa Driouech; Essaid Sabir; Mehdi Bennis (ICC, 2020)

Deep Learning Assisted CSI Estimation for Joint URLLC and eMBB Resource Allocation. - Hamza Khan 001; M. Majid Butt; Sumudu Samarakoon; Philippe Sehier; Mehdi Bennis (ICC Workshops, 2020)

Deep Reinforcement Learning for Energy-Efficient Networking with Reconfigurable Intelligent Surfaces. - Gilsoo Lee; Minchae Jung; Ali Taleb Zadeh Kasgari; Walid Saad; Mehdi Bennis (ICC, 2020)

Joint Redundant MDS Codes and Cluster Cooperation Based Coded Caching in Fog Radio Access Networks. - Bao Wang 003; Yanxiang Jiang; Fu-Chun Zheng; Mehdi Bennis; Xiqi Gao 001; Xiaohu You 001 (ICC Workshops, 2020)

Content Popularity Prediction in Fog Radio Access Networks: A Federated Learning Based Approach. - Yuting Wu; Yanxiang Jiang; Mehdi Bennis; Fuchun Zheng; Xiqi Gao 001; Xiaohu You 001 (ICC, 2020)

Federated Learning in the Sky: Joint Power Allocation and Scheduling with UAV Swarms. - Tengchan Zeng; Omid Semiari; Mohammad Mozaffari; Mingzhe Chen; Walid Saad; Mehdi Bennis (ICC, 2020)

Risk-Aware Optimization of Age of Information in the Internet of Things. - Bo Zhou 012; Walid Saad; Mehdi Bennis; Petar Popovski (ICC, 2020)

Predictive Control and Communication Co-Design: A Gaussian Process Regression Approach. - Abanoub M. Girgis; Jihong Park; Chen-Feng Liu; Mehdi Bennis (SPAWC, 2020)

Data-Driven Predictive Scheduling in Ultra-Reliable Low-Latency Industrial IoT: A Generative Adversarial Network Approach. - Chen-Feng Liu; Mehdi Bennis (SPAWC, 2020)

Resource Awareness In Unmanned Aerial Vehicle-Assisted Mobile-Edge Computing Systems. - Xianfu Chen; Tao Chen 011; Zhifeng Zhao; Honggang Zhang 001; Mehdi Bennis; Yusheng Ji (VTC Spring, 2020)

L-FGADMM: Layer-Wise Federated Group ADMM for Communication Efficient Decentralized Deep Learning. - Anis Elgabli; Jihong Park; Sabbir Ahmed; Mehdi Bennis (WCNC, 2020)

Maximum Allowable Transfer Interval Aware Scheduling for Wireless Remote Monitoring. - Mounssif Krouka; Anis Elgabli; Mehdi Bennis (WCNC, 2020)

Federated Learning under Channel Uncertainty: Joint Client Scheduling and Resource Allocation. - Madhusanka Manimel Wadu; Sumudu Samarakoon; Mehdi Bennis (WCNC, 2020)

Guest Editorial: Communication Technologies for Efficient Edge Learning. - Mehdi Bennis; Mérouane Debbah; Kaibin Huang; Zhaohui Yang 001 (IEEE Commun. Mag., 2020)

Cellular-Connected Wireless Virtual Reality: Requirements, Challenges, and Solutions. - Fenghe Hu; Yansha Deng; Walid Saad; Mehdi Bennis; A. Hamid Aghvami (IEEE Commun. Mag., 2020)

Extreme URLLC: Vision, Challenges, and Key Enablers. - Jihong Park; Sumudu Samarakoon; Hamid Shiri; Mohamed K. Abdel-Aziz; Takayuki Nishio; Anis Elgabli; Mehdi Bennis (CoRR, 2020)

Communication-Efficient Multimodal Split Learning for mmWave Received Power Prediction. - Yusuke Koda; Jihong Park; Mehdi Bennis; Koji Yamamoto 001; Takayuki Nishio; Masahiro Morikura (CoRR, 2020)

An Online Framework for Ephemeral Edge Computing in the Internet of Things. - Gilsoo Lee; Walid Saad; Mehdi Bennis (CoRR, 2020)

6G White Paper on Edge Intelligence. - Ella Peltonen; Mehdi Bennis; Michele Capobianco; Mérouane Debbah; Aaron Yi Ding; Felipe J. Gil-Castiñeira; Marko Jurmu; Teemu Karvonen; Markus Kelanti; Adrian Kliks; Teemu Leppänen; Lauri Lovén; et al. (CoRR, 2020)

XOR Mixup: Privacy-Preserving Data Augmentation for One-Shot Federated Learning. - Myungjae Shin; Chihoon Hwang; Joongheon Kim; Jihong Park; Mehdi Bennis; Seong-Lyun Kim (CoRR, 2020)

Distributed Heteromodal Split Learning for Vision Aided mmWave Received Power Prediction. - Yusuke Koda; Jihong Park; Mehdi Bennis; Koji Yamamoto 001; Takayuki Nishio; Masahiro Morikura (CoRR, 2020)

Communication Efficient Distributed Learning with Censored, Quantized, and Generalized Group ADMM. - Chaouki Ben Issaid; Anis Elgabli; Jihong Park; Mehdi Bennis (CoRR, 2020)

Federated Knowledge Distillation. - Hyowoon Seo; Jihong Park; Seungeun Oh; Mehdi Bennis; Seong-Lyun Kim (CoRR, 2020)

Cross Layer Optimization and Distributed Reinforcement Learning Approach for Tile-Based 360 Degree Wireless Video Streaming. - Mounssif Krouka; Anis Elgabli; Mohammed Saad ElBamby; Cristina Perfecto; Mehdi Bennis; Vaneet Aggarwal (CoRR, 2020)

Proxy Experience Replay: Federated Distillation for Distributed Reinforcement Learning. - Han Cha; Jihong Park; Hyesung Kim; Mehdi Bennis; Seong-Lyun Kim (IEEE Intell. Syst., 2020)

Ultra-Reliable and Low-Latency Vehicular Communication: An Active Learning Approach. - Mohamed K. Abdel-Aziz; Sumudu Samarakoon; Mehdi Bennis; Walid Saad (IEEE Commun. Lett., 2020)

Risk-Sensitive Task Fetching and Offloading for Vehicular Edge Computing. - Sadeep Batewela; Chen-Feng Liu; Mehdi Bennis; Himal A. Suraweera; Choong Seon Hong (IEEE Commun. Lett., 2020)

Blockchained On-Device Federated Learning. - Hyesung Kim; Jihong Park; Mehdi Bennis; Seong-Lyun Kim (IEEE Commun. Lett., 2020)

Communication-Efficient Multimodal Split Learning for mmWave Received Power Prediction. - Yusuke Koda; Jihong Park; Mehdi Bennis; Koji Yamamoto 001; Takayuki Nishio; Masahiro Morikura; Kota Nakashima (IEEE Commun. Lett., 2020)

Mix2FLD: Downlink Federated Learning After Uplink Federated Distillation With Two-Way Mixup. - Seungeun Oh; Jihong Park; Eunjeong Jeong; Hyesung Kim; Mehdi Bennis; Seong-Lyun Kim (IEEE Commun. Lett., 2020)

Link-Level Throughput Maximization Using Deep Reinforcement Learning. - Saeed Jamshidiha; Vahid Pourahmadi; Abbas Mohammadi 002; Mehdi Bennis (IEEE Netw. Lett., 2020)

Performance Analysis of Blockchain Systems With Wireless Mobile Miners. - Gilsoo Lee; Jihong Park; Walid Saad; Mehdi Bennis (IEEE Netw. Lett., 2020)

GADMM: Fast and Communication Efficient Framework for Distributed Machine Learning. - Anis Elgabli; Jihong Park; Amrit S. Bedi; Mehdi Bennis; Vaneet Aggarwal (J. Mach. Learn. Res., 2020)

A Vision of 6G Wireless Systems: Applications, Trends, Technologies, and Open Research Problems. - Walid Saad; Mehdi Bennis; Mingzhe Chen (IEEE Netw., 2020)

Federated Learning and Control at the Wireless Network Edge. - Mehdi Bennis (GetMobile Mob. Comput. Commun., 2020)

Optimized Age of Information Tail for Ultra-Reliable Low-Latency Communications in Vehicular Networks. - Mohamed K. Abdel-Aziz; Sumudu Samarakoon; Chen-Feng Liu; Mehdi Bennis; Walid Saad (IEEE Trans. Commun., 2020)

Optimized Caching and Spectrum Partitioning for D2D Enabled Cellular Systems With Clustered Devices. - Ramy Amer; Hesham ElSawy; M. Majid Butt; Eduard A. Jorswieck; Mehdi Bennis; Nicola Marchetti (IEEE Trans. Commun., 2020)

A Mean Field Game-Based Distributed Edge Caching in Fog Radio Access Networks. - Yanxiang Jiang; Yabai Hu; Mehdi Bennis; Fu-Chun Zheng; Xiaohu You 001 (IEEE Trans. Commun., 2020)

Taming the Latency in Multi-User VR 360°: A QoE-Aware Deep Learning-Aided Multicast Framework. - Cristina Perfecto; Mohammed Saad ElBamby; Javier Del Ser; Mehdi Bennis (IEEE Trans. Commun., 2020)

Distributed Federated Learning for Ultra-Reliable Low-Latency Vehicular Communications. - Sumudu Samarakoon; Mehdi Bennis; Walid Saad; Mérouane Debbah (IEEE Trans. Commun., 2020)

Communication-Efficient Massive UAV Online Path Control: Federated Learning Meets Mean-Field Game Theory. - Hamid Shiri; Jihong Park; Mehdi Bennis (IEEE Trans. Commun., 2020)

Decentralized Asynchronous Coded Caching Design and Performance Analysis in Fog Radio Access Networks. - Yanxiang Jiang; Wenlong Huang; Mehdi Bennis; Fu-Chun Zheng (IEEE Trans. Mob. Comput., 2020)

Enhancing Video Streaming in Vehicular Networks via Resource Slicing. - Hamza Khan 001; Sumudu Samarakoon; Mehdi Bennis (IEEE Trans. Veh. Technol., 2020)

Mean-Field Game Theoretic Edge Caching in Ultra-Dense Networks. - Hyesung Kim; Jihong Park; Mehdi Bennis; Seong-Lyun Kim; Mérouane Debbah (IEEE Trans. Veh. Technol., 2020)

Age of Information Aware Radio Resource Management in Vehicular Networks: A Proactive Deep Reinforcement Learning Perspective. - Xianfu Chen; Celimuge Wu; Tao Chen 011; Honggang Zhang 001; Zhi Liu 002; Yan Zhang 002; Mehdi Bennis (IEEE Trans. Wirel. Commun., 2020)

A Crowdsourcing Framework for On-Device Federated Learning. - Shashi Raj Pandey; Nguyen Hoang Tran; Mehdi Bennis; Yan Kyaw Tun; Aunas Manzoor; Choong Seon Hong (IEEE Trans. Wirel. Commun., 2020)

Joint Parameter-and-Bandwidth Allocation for Improving the Efficiency of Partitioned Edge Learning. - Dingzhu Wen; Mehdi Bennis; Kaibin Huang (IEEE Trans. Wirel. Commun., 2020)

A Speculative Study on 6G. - Faisal Tariq; Muhammad R. A. Khandaker; Kai-Kit Wong; Muhammad Ali Imran 001; Mehdi Bennis; Mérouane Debbah (IEEE Wirel. Commun., 2020)

Intelligent Edge: Leveraging Deep Imitation Learning for Mobile Edge Computation Offloading. - Shuai Yu 001; Xu Chen 004; Lei Yang 001; Di Wu 001; Mehdi Bennis; Junshan Zhang (IEEE Wirel. Commun., 2020)

Remote UAV Online Path Planning via Neural Network-Based Opportunistic Control. - Hamid Shiri; Jihong Park; Mehdi Bennis (IEEE Wirel. Commun. Lett., 2020)

MetaBayes: A Meta-Learning Framework from a Bayesian Perspective. - Tamara Alshammari; Anis Elgabli; Mehdi Bennis (ACSCC, 2021)

Federated Learning for Collaborative Controller Design of Connected and Autonomous Vehicles. - Tengchan Zeng; Omid Semiari; Mingzhe Chen; Walid Saad; Mehdi Bennis (CDC, 2021)

Energy-Efficient and Federated Meta-Learning via Projected Stochastic Gradient Ascent. - Anis Elgabli; Chaouki Ben Issaid; Amrit S. Bedi; Mehdi Bennis; Vaneet Aggarwal (GLOBECOM, 2021)

Federated Distributionally Robust Optimization for Phase Configuration of RISs. - Chaouki Ben Issaid; Sumudu Samarakoon; Mehdi Bennis; H. Vincent Poor (GLOBECOM, 2021)

AirMixML: Over-the-Air Data Mixup for Inherently Privacy-Preserving Edge Machine Learning. - Yusuke Koda; Jihong Park; Mehdi Bennis; Praneeth Vepakomma; Ramesh Raskar (GLOBECOM, 2021)

Communication-Efficient Split Learning Based on Analog Communication and Over the Air Aggregation. - Mounssif Krouka; Anis Elgabli; Chaouki Ben Issaid; Mehdi Bennis (GLOBECOM, 2021)

Content Popularity Prediction in Fog-RANs: A Bayesian Learning Approach. - Yunwei Tao; Yanxiang Jiang; Fu-Chun Zheng; Mehdi Bennis; Xiaohu You 001 (GLOBECOM, 2021)

Performance Analysis of Aircraft-to-Ground Communication Networks in Urban Air Mobility (UAM). - Tengchan Zeng; Omid Semiari; Walid Saad; Mehdi Bennis (GLOBECOM, 2021)

V2V Cooperative Sensing using Reinforcement Learning with Action Branching. - Mohamed K. Abdel-Aziz; Cristina Perfecto; Sumudu Samarakoon; Mehdi Bennis (ICC, 2021)

BayGo: Joint Bayesian Learning and Information-Aware Graph Optimization. - Tamara Alshammari; Sumudu Samarakoon; Anis Elgabli; Mehdi Bennis (ICC, 2021)

Cooperative Edge Caching via Federated Deep Reinforcement Learning in Fog-RANs. - Min Zhang; Yanxiang Jiang; Fu-Chun Zheng; Mehdi Bennis; Xiaohu You 001 (ICC Workshops, 2021)

Attention-based Reinforcement Learning for Real-Time UAV Semantic Communication. - Won Joon Yun; Byungju Lim; Soyi Jung; Young-Chai Ko; Jihong Park; Joongheon Kim; Mehdi Bennis (ISWCS, 2021)

Split Learning Meets Koopman Theory for Wireless Remote Monitoring and Prediction. - Abanoub M. Girgis; Hyowoon Seo; Jihong Park; Mehdi Bennis; Jinho Choi 001 (PIMRC, 2021)

Age-Optimal Power Allocation in Industrial IoT: A Risk-Sensitive Federated Learning Approach. - Yung-Lin Hsu; Chen-Feng Liu; Sumudu Samarakoon; Hung-Yu Wei 001; Mehdi Bennis (PIMRC, 2021)

Energy-Efficient Model Compression and Splitting for Collaborative Inference Over Time-Varying Channels. - Mounssif Krouka; Anis Elgabli; Chaouki Ben Issaid; Mehdi Bennis (PIMRC, 2021)

A framework for energy and carbon footprint analysis of distributed and federated edge learning. - Stefano Savazzi; Sanaz Kianoush; Vittorio Rampa; Mehdi Bennis (PIMRC, 2021)

Robust Reconfigurable Intelligent Surfaces via Invariant Risk and Causal Representations. - Sumudu Samarakoon; Jihong Park; Mehdi Bennis (SPAWC, 2021)

Communication-Efficient and Personalized Federated Lottery Ticket Learning. - Sejin Seo; Seung-Woo Ko 001; Jihong Park; Seong-Lyun Kim; Mehdi Bennis (SPAWC, 2021)

Federated Learning with Correlated Data: Taming the Tail for Age-Optimal Industrial IoT. - Chen-Feng Liu; Mehdi Bennis (WiOpt, 2021)

Opportunities of Federated Learning in Connected, Cooperative, and Automated Industrial Systems. - Stefano Savazzi; Monica Nicoli; Mehdi Bennis; Sanaz Kianoush; Luca Barbieri (IEEE Commun. Mag., 2021)

End-to-End Intent-Based Networking. - Luis Velasco 001; Marco Signorelli; Óscar González de Dios; Chrysa Papagianni; Roberto Bifulco; Juan Jose Vegas Olmos; Simon Pryor; Gino Carrozzo; Julius Schulz-Zander; Mehdi Bennis; Ricardo Martínez 001; Filippo Cugini; et al. (IEEE Commun. Mag., 2021)

Energy efficiency through joint routing and function placement in different modes of SDN/NFV networks. - Reza Moosavi; Saeedeh Parsaeefard; Mohammad Ali Maddah-Ali; Vahid Shah-Mansouri; Babak Hossein Khalaj; Mehdi Bennis (Comput. Networks, 2021)

Mean-Field Game-Theoretic Edge Caching. - Hyesung Kim; Jihong Park; Mehdi Bennis; Seong-Lyun Kim; Mérouane Debbah (CoRR, 2021)

Robust Blockchained Federated Learning with Model Validation and Proof-of-Stake Inspired Consensus. - Hang Chen; Syed Ali Asif; Jihong Park; Chien-Chung Shen; Mehdi Bennis (CoRR, 2021)

Semantics-Native Communication with Contextual Reasoning. - Hyowoon Seo; Jihong Park; Mehdi Bennis; Mérouane Debbah (CoRR, 2021)

Communication and Energy Efficient Slimmable Federated Learning via Superposition Coding and Successive Decoding. - Hankyul Baek; Won Joon Yun; Soyi Jung; Jihong Park; Mingyue Ji; Joongheon Kim; Mehdi Bennis (CoRR, 2021)

Server-Side Local Gradient Averaging and Learning Rate Acceleration for Scalable Split Learning. - Shraman Pal; Mansi Uniyal; Jihong Park; Praneeth Vepakomma; Ramesh Raskar; Mehdi Bennis; Moongu Jeon; Jinho Choi 001 (CoRR, 2021)

When Wireless Communications Meet Computer Vision in Beyond 5G. - Takayuki Nishio; Yusuke Koda; Jihong Park; Mehdi Bennis; Klaus Doppler (IEEE Commun. Stand. Mag., 2021)

Network slicing for vehicular communication. - Hamza Khan 001; Petri Luoto; Sumudu Samarakoon; Mehdi Bennis; Matti Latva-aho (Trans. Emerg. Telecommun. Technol., 2021)

Hiding in the Crowd: Federated Data Augmentation for On-Device Learning. - Eunjeong Jeong; Seungeun Oh; Jihong Park; Hyesung Kim; Mehdi Bennis; Seong-Lyun Kim (IEEE Intell. Syst., 2021)

Advances and Open Problems in Federated Learning. - Peter Kairouz; H. Brendan McMahan; Brendan Avent; Aurélien Bellet; Mehdi Bennis; Arjun Nitin Bhagoji; Kallista A. Bonawitz; Zachary Charles; Graham Cormode; Rachel Cummings; Rafael G. L. D'Oliveira; Hubert Eichner; et al. (Found. Trends Mach. Learn., 2021)

Link Activation Using Variational Graph Autoencoders. - Saeed Jamshidiha; Vahid Pourahmadi; Abbas Mohammadi 002; Mehdi Bennis (IEEE Commun. Lett., 2021)

Predictive Ultra-Reliable Communication: A Survival Analysis Perspective. - Sumudu Samarakoon; Mehdi Bennis; Walid Saad; Mérouane Debbah (IEEE Commun. Lett., 2021)

Sum Rate and Reliability Analysis for Power-Domain Nonorthogonal Multiple Access (PD-NOMA). - Taehyeun Park; Gilsoo Lee; Walid Saad; Mehdi Bennis (IEEE Internet Things J., 2021)

Communication and Consensus Co-Design for Distributed, Low-Latency, and Reliable Wireless Systems. - Hyowoon Seo; Jihong Park; Mehdi Bennis; Wan Choi 001 (IEEE Internet Things J., 2021)

Guest Editorial Special Issue on Distributed Learning Over Wireless Edge Networks - Part I. - Mingzhe Chen; Deniz Gündüz; Kaibin Huang; Walid Saad; Mehdi Bennis; Aneta Vulgarakis Feljan; H. Vincent Poor (IEEE J. Sel. Areas Commun., 2021)

Distributed Learning in Wireless Networks: Recent Progress and Future Challenges. - Mingzhe Chen; Deniz Gündüz; Kaibin Huang; Walid Saad; Mehdi Bennis; Aneta Vulgarakis Feljan; H. Vincent Poor (IEEE J. Sel. Areas Commun., 2021)

Multikernel Clustering via Non-Negative Matrix Factorization Tailored Graph Tensor Over Distributed Networks. - Zhenwen Ren; Mithun Mukherjee 001; Mehdi Bennis; Jaime Lloret 001 (IEEE J. Sel. Areas Commun., 2021)

UAV-Assisted Communication in Remote Disaster Areas Using Imitation Learning. - Alireza Shamsoshoara; Fatemeh Afghah; Erik Blasch; Jonathan D. Ashdown; Mehdi Bennis (IEEE Open J. Commun. Soc., 2021)

Communication-Efficient and Distributed Learning Over Wireless Networks: Principles and Applications. - Jihong Park; Sumudu Samarakoon; Anis Elgabli; Joongheon Kim; Mehdi Bennis; Seong-Lyun Kim; Mérouane Debbah (Proc. IEEE, 2021)

IEEE TCCN Special Section Editorial: Convergence of Collaborative Distributed Machine Learning and Edge Computing Toward Intelligent Networking. - Dusit Niyato; Kaibin Huang; Mehdi Bennis; Miao Pan; Zehui Xiong; Long Bao Le; Dong In Kim; Li-Chun Wang 001 (IEEE Trans. Cogn. Commun. Netw., 2021)

Q-GADMM: Quantized Group ADMM for Communication Efficient Decentralized Machine Learning. - Anis Elgabli; Jihong Park; Amrit Singh Bedi; Chaouki Ben Issaid; Mehdi Bennis; Vaneet Aggarwal (IEEE Trans. Commun., 2021)

Harnessing Wireless Channels for Scalable and Privacy-Preserving Federated Learning. - Anis Elgabli; Jihong Park; Chaouki Ben Issaid; Mehdi Bennis (IEEE Trans. Commun., 2021)

Predictive Control and Communication Co-Design via Two-Way Gaussian Process Regression and AoI-Aware Scheduling. - Abanoub M. Girgis; Jihong Park; Mehdi Bennis; Mérouane Debbah (IEEE Trans. Commun., 2021)

Ultra-Reliable Indoor Millimeter Wave Communications Using Multiple Artificial Intelligence-Powered Intelligent Surfaces. - Mehdi Naderi Soorki; Walid Saad; Mehdi Bennis; Choong Seon Hong (IEEE Trans. Commun., 2021)

Joint Client Scheduling and Resource Allocation Under Channel Uncertainty in Federated Learning. - Madhusanka Manimel Wadu; Sumudu Samarakoon; Mehdi Bennis (IEEE Trans. Commun., 2021)

Intelligent Resource Slicing for eMBB and URLLC Coexistence in 5G and Beyond: A Deep Reinforcement Learning Based Approach. - Madyan Alsenwi; Nguyen Hoang Tran; Mehdi Bennis; Shashi Raj Pandey; Anupam Kumar Bairagi; Choong Seon Hong (IEEE Trans. Wirel. Commun., 2021)

Adaptive Subcarrier, Parameter, and Power Allocation for Partitioned Edge Learning Over Broadband Channels. - Dingzhu Wen; Ki Jun Jeon; Mehdi Bennis; Kaibin Huang (IEEE Trans. Wirel. Commun., 2021)

Predictive Deployment of UAV Base Stations in Wireless Networks: Machine Learning Meets Contract Theory. - Qianqian Zhang 002; Walid Saad; Mehdi Bennis; Xing Lu; Mérouane Debbah; Wangda Zuo (IEEE Trans. Wirel. Commun., 2021)

IntellIoT: Intelligent IoT Environments. - Arne Bröring; Vivek Kulkarni; Andreas Zirkler; Philippe Buschmann; Konstantinos Fysarakis; Simon Mayer; Beatriz Soret; Lam Duc Nguyen; Petar Popovski; Sumudu Samarakoon; Mehdi Bennis; Jérôme Härri; et al. (GIOTS, 2022)

Security-aware Cooperative Caching via Deep Reinforcement Learning in Fog Radio Access Networks. - Qi Chang; Baotian Fan; Yanxiang Jiang; Fu-Chun Zheng; Mehdi Bennis; Xiaohu You 001 (GLOBECOM (Workshops), 2022)

Learning Generalized Wireless MAC Communication Protocols via Abstraction. - Luciano Miuccio; Salvatore Riolo; Sumudu Samarakoon; Daniela Panno; Mehdi Bennis (GLOBECOM, 2022)

Semantic-Native Communication: A Simplicial Complex Perspective. - Qiyang Zhao; Mehdi Bennis; Mérouane Debbah; Daniel Benevides da Costa (GLOBECOM (Workshops), 2022)

Joint User Association and Resource Allocation for Wireless Hierarchical Federated Learning with Non-IID Data. - Shengli Liu 002; Guanding Yu; Xianfu Chen; Mehdi Bennis (ICC, 2022)

Joint Sensing and Communication for Situational Awareness in Wireless THz Systems. - Christina Chaccour; Walid Saad; Omid Semiari; Mehdi Bennis; Petar Popovski (ICC, 2022)

Cooperative Edge Caching via Multi Agent Reinforcement Learning in Fog Radio Access Networks. - Qi Chang; Yanxiang Jiang; Fu-Chun Zheng; Mehdi Bennis; Xiaohu You 001 (ICC, 2022)

Coded Caching via Federated Deep Reinforcement Learning in Fog Radio Access Networks. - Yingqi Chen; Yanxiang Jiang; Fu-Chun Zheng; Mehdi Bennis; Xiaohu You 001 (ICC Workshops, 2022)

Social-aware Cooperative Caching in Fog Radio Access Networks. - Baotian Fan; Yanxiang Jiang; Fu-Chun Zheng; Mehdi Bennis; Xiaohu You 001 (ICC, 2022)

Life-long Learning for Reasoning-based Semantic Communication. - Jingming Liang; Yong Xiao 001; Yingyu Li; Guangming Shi; Mehdi Bennis (ICC Workshops, 2022)

Deep Contextual Bandits for Orchestrating Multi-User MISO Systems with Multiple RISs. - Kyriakos Stylianopoulos; George C. Alexandropoulos; Chongwen Huang; Chau Yuen; Mehdi Bennis; Mérouane Debbah (ICC, 2022)

MDS Codes Based Group Coded Caching in Fog Radio Access Networks. - Qianli Tan; Yanxiang Jiang; Fu-Chun Zheng; Mehdi Bennis; Xiaohu You 001 (ICC, 2022)

Content Popularity Prediction in Fog-RANs: A Clustered Federated Learning Based Approach. - Zhiheng Wang; Yanxiang Jiang; Fu-Chun Zheng; Mehdi Bennis; Xiaohu You 001 (ICC, 2022)

Computation Offloading and Resource Allocation in F-RANs: A Federated Deep Reinforcement Learning Approach. - Lingling Zhang; Yanxiang Jiang; Fu-Chun Zheng; Mehdi Bennis; Xiaohu You 001 (ICC Workshops, 2022)

Resource Allocation for Time-triggered Federated Learning over Wireless Networks. - Xiaokang Zhou; Yansha Deng; Huiyun Xia; Shaochuan Wu; Mehdi Bennis (ICC, 2022)

FedNew: A Communication-Efficient and Privacy-Preserving Newton-Type Method for Federated Learning. - Anis Elgabli; Chaouki Ben Issaid; Amrit Singh Bedi; Ketan Rajawat; Mehdi Bennis; Vaneet Aggarwal (ICML, 2022)

Joint Superposition Coding and Training for Federated Learning over Multi-Width Neural Networks. - Hankyul Baek; Won Joon Yun; Yunseok Kwak; Soyi Jung; Mingyue Ji; Mehdi Bennis; Jihong Park; Joongheon Kim (INFOCOM, 2022)

Online Learning for Industrial IoT: The Online Convex Optimization Perspective. - Livia Elena Chatzieleftheriou; Chen-Feng Liu; Iordanis Koutsopoulos; Mehdi Bennis; Mérouane Debbah (MeditCom, 2022)

Federated Learning in Vehicular Networks. - Ahmet M. Elbir; Burak Soner; Sinem Coleri; Deniz Gündüz; Mehdi Bennis (MeditCom, 2022)

On the Energy and Communication Efficiency Tradeoffs in Federated and Multi-Task Learning. - Stefano Savazzi; Vittorio Rampa; Sanaz Kianoush; Mehdi Bennis (PIMRC, 2022)

Random Access Protocol Learning in LEO Satellite Networks via Reinforcement Learning. - Ju-Hyung Lee 001; Hyowoon Seo; Jihong Park; Mehdi Bennis; Young-Chai Ko; Joongheon Kim (VTC Spring, 2022)

Variational Autoencoders for Reliability Optimization in Multi-Access Edge Computing Networks. - Arian Ahmadi; Omid Semiari; Mehdi Bennis; Mérouane Debbah (WCNC, 2022)

Local Stochastic ADMM for Communication-Efficient Distributed Learning. - Chaouki Ben Issaid; Anis Elgabli; Mehdi Bennis (WCNC, 2022)

Xavier-Enabled Extreme Reservoir Machine for Millimeter-Wave Beamspace Channel Tracking. - Hosein Zarini; Mohammad Robat Mili; Mehdi Rasti; Pedro H. J. Nardelli; Mehdi Bennis (WCNC, 2022)

LocFedMix-SL: Localize, Federate, and Mix for Improved Scalability, Convergence, and Latency in Split Learning. - Seungeun Oh; Jihong Park; Praneeth Vepakomma; Sihun Baek; Ramesh Raskar; Mehdi Bennis; Seong-Lyun Kim (WWW, 2022)

RF-Inpainter: Multimodal Image Inpainting Based on Vision and Radio Signals. - Cheng Chen; Takayuki Nishio; Mehdi Bennis; Jihong Park (IEEE Access, 2022)

THz-Empowered UAVs in 6G: Opportunities, Challenges, and Trade-offs. - Mohammad Mahdi Azari 001; Sourabh Solanki; Symeon Chatzinotas; Mehdi Bennis (IEEE Commun. Mag., 2022)

Seven Defining Features of Terahertz (THz) Wireless Systems: A Fellowship of Communication and Sensing. - Christina Chaccour; Mehdi Naderi Soorki; Walid Saad; Mehdi Bennis; Petar Popovski; Mérouane Debbah (IEEE Commun. Surv. Tutorials, 2022)

Autonomy and Intelligence in the Computing Continuum: Challenges, Enablers, and Future Directions for Orchestration. - Henna Kokkonen; Lauri Lovén; Naser Hossein Motlagh; Juha Partala; Alfonso González-Gil; Ester Sola; Iñigo Angulo; Madhusanka Liyanage; Teemu Leppänen; Tri Nguyen; Panos Kostakos 001; Mehdi Bennis; et al. (CoRR, 2022)

Visual Transformer Meets CutMix for Improved Accuracy, Communication Efficiency, and Data Privacy in Split Learning. - Sihun Baek; Jihong Park; Praneeth Vepakomma; Ramesh Raskar; Mehdi Bennis; Seong-Lyun Kim (CoRR, 2022)

Towards Semantic Communication Protocols: A Probabilistic Logic Perspective. - Sejin Seo; Jihong Park; Seung-Woo Ko 001; Jinho Choi 001; Mehdi Bennis; Seong-Lyun Kim (CoRR, 2022)

Slimmable Quantum Federated Learning. - Won Joon Yun; Jae Pyoung Kim; Soyi Jung; Jihong Park; Mehdi Bennis; Joongheon Kim (CoRR, 2022)

Federated and Meta learning over Non-Wireless and Wireless Networks: A Tutorial. - Xiaonan Liu; Yansha Deng; Arumugam Nallanathan; Mehdi Bennis (CoRR, 2022)

Differentially Private CutMix for Split Learning with Vision Transformer. - Seungeun Oh; Jihong Park; Sihun Baek; Hyelin Nam; Praneeth Vepakomma; Ramesh Raskar; Mehdi Bennis; Seong-Lyun Kim (CoRR, 2022)

Quantum Federated Learning with Entanglement Controlled Circuits and Superposition Coding. - Won Joon Yun; Jae Pyoung Kim; Hankyul Baek; Soyi Jung; Jihong Park; Mehdi Bennis; Joongheon Kim (CoRR, 2022)

Can Terahertz Provide High-Rate Reliable Low-Latency Communications for Wireless VR? - Christina Chaccour; Mehdi Naderi Soorki; Walid Saad; Mehdi Bennis; Petar Popovski (IEEE Internet Things J., 2022)

Predictive Closed-Loop Remote Control Over Wireless Two-Way Split Koopman Autoencoder. - Abanoub M. Girgis; Hyowoon Seo; Jihong Park; Mehdi Bennis; Jinho Choi 001 (IEEE Internet Things J., 2022)

Goal-Oriented Communications for the IoT and Application to Data Compression. - Chao Zhang 005; Hang Zou; Samson Lasaulce; Walid Saad; Marios Kountouris; Mehdi Bennis (IEEE Internet Things Mag., 2022)

Guest Editorial Special Issue on Distributed Learning Over Wireless Edge Networks - Part II. - Mingzhe Chen; Deniz Gündüz; Kaibin Huang; Walid Saad; Mehdi Bennis; Aneta Vulgarakis Feljan; H. Vincent Poor (IEEE J. Sel. Areas Commun., 2022)

Information Freshness-Aware Task Offloading in Air-Ground Integrated Edge Computing Systems. - Xianfu Chen; Celimuge Wu; Tao Chen 011; Zhi Liu 002; Honggang Zhang 001; Mehdi Bennis; Hang Liu 003; Yusheng Ji (IEEE J. Sel. Areas Commun., 2022)

Fast MIMO Beamforming via Deep Reinforcement Learning for High Mobility mmWave Connectivity. - Mahdi Fozi; Ahmad R. Sharafat; Mehdi Bennis (IEEE J. Sel. Areas Commun., 2022)

Pervasive Machine Learning for Smart Radio Environments Enabled by Reconfigurable Intelligent Surfaces. - George C. Alexandropoulos; Kyriakos Stylianopoulos; Chongwen Huang; Chau Yuen; Mehdi Bennis; Mérouane Debbah (Proc. IEEE, 2022)

Communication-Efficient and Federated Multi-Agent Reinforcement Learning. - Mounssif Krouka; Anis Elgabli; Chaouki Ben Issaid; Mehdi Bennis (IEEE Trans. Cogn. Commun. Netw., 2022)

Vehicular Cooperative Perception Through Action Branching and Federated Reinforcement Learning. - Mohamed K. Abdel-Aziz; Cristina Perfecto; Sumudu Samarakoon; Mehdi Bennis; Walid Saad (IEEE Trans. Commun., 2022)

Optimized Data Sampling and Energy Consumption in IIoT: A Federated Learning Approach. - Yung-Lin Hsu; Chen-Feng Liu; Hung-Yu Wei 001; Mehdi Bennis (IEEE Trans. Commun., 2022)

Communication-Efficient Federated Learning: A Second Order Newton-Type Method With Analog Over-the-Air Aggregation. - Mounssif Krouka; Anis Elgabli; Chaouki Ben Issaid; Mehdi Bennis (IEEE Trans. Green Commun. Netw., 2022)

Learning, Computing, and Trustworthiness in Intelligent IoT Environments: Performance-Energy Tradeoffs. - Beatriz Soret; Lam Duc Nguyen; Jan Seeger; Arne Bröring; Chaouki Ben Issaid; Sumudu Samarakoon; Anis El Gabli; Vivek Kulkarni; Mehdi Bennis; Petar Popovski (IEEE Trans. Green Commun. Netw., 2022)

DR-DSGD: A Distributionally Robust Decentralized Learning Algorithm over Graphs. - Chaouki Ben Issaid; Anis Elgabli; Mehdi Bennis (Trans. Mach. Learn. Res., 2022)

Cell-Free mmWave Massive MIMO Systems With Low-Capacity Fronthaul Links and Low-Resolution ADC/DACs. - In-Soo Kim; Mehdi Bennis; Junil Choi (IEEE Trans. Veh. Technol., 2022)

Communication Efficient Decentralized Learning Over Bipartite Graphs. - Chaouki Ben Issaid; Anis Elgabli; Jihong Park; Mehdi Bennis; Mérouane Debbah (IEEE Trans. Wirel. Commun., 2022)

Federated Learning-Based Content Popularity Prediction in Fog Radio Access Networks. - Yanxiang Jiang; Yuting Wu; Fu-Chun Zheng; Mehdi Bennis; Xiaohu You 001 (IEEE Trans. Wirel. Commun., 2022)

Joint MDS Codes and Weighted Graph-Based Coded Caching in Fog Radio Access Networks. - Yanxiang Jiang; Bao Wang 003; Fu-Chun Zheng; Mehdi Bennis; Xiaohu You 001 (IEEE Trans. Wirel. Commun., 2022)

Joint User Association and Resource Allocation for Wireless Hierarchical Federated Learning With IID and Non-IID Data. - Shengli Liu 002; Guanding Yu; Xianfu Chen; Mehdi Bennis (IEEE Trans. Wirel. Commun., 2022)

Federated Learning on the Road Autonomous Controller Design for Connected and Autonomous Vehicles. - Tengchan Zeng; Omid Semiari; Mingzhe Chen; Walid Saad; Mehdi Bennis (IEEE Trans. Wirel. Commun., 2022)

Distributed Conditional Generative Adversarial Networks (GANs) for Data-Driven Millimeter Wave Communications in UAV Networks. - Qianqian Zhang 002; Aidin Ferdowsi; Walid Saad; Mehdi Bennis (IEEE Trans. Wirel. Commun., 2022)

Millimeter Wave Communications With an Intelligent Reflector: Performance Optimization and Distributional Reinforcement Learning. - Qianqian Zhang 002; Walid Saad; Mehdi Bennis (IEEE Trans. Wirel. Commun., 2022)

Time-Triggered Federated Learning Over Wireless Networks. - Xiaokang Zhou; Yansha Deng; Huiyun Xia; Shaochuan Wu; Mehdi Bennis (IEEE Trans. Wirel. Commun., 2022)

Attention-Based Communication and Control for Multi-UAV Path Planning. - Hamid Shiri; Hyowoon Seo; Jihong Park; Mehdi Bennis (IEEE Wirel. Commun. Lett., 2022)

Federated Learning for Pedestrian Detection in Vehicular Networks. - Feyzi Ege Kumec; Aslihan Reyhanoglu; Emrah Kar; Bugra Turan; Sinem Coleri; Mehdi Bennis; Anis Elgabli; Deniz Gündüz; Sercan Karaagac (BlackSeaCom, 2023)

Federated Learning Games for Reconfigurable Intelligent Surfaces via Causal Representations. - Charbel Bou Chaaya; Sumudu Samarakoon; Mehdi Bennis (GLOBECOM, 2023)

Spatiotemporal Attention-based Semantic Compression for Real-time Video Recognition. - Nan Li; Mehdi Bennis; Alexandros Iosifidis; Qi Zhang 013 (GLOBECOM (Workshops), 2023)

Emergent Communication Protocol Learning for Task Offloading in Industrial Internet of Things. - Salwa Mostafa; Mateus P. Mota; Alvaro Valcarce; Mehdi Bennis (GLOBECOM, 2023)

Semantic-Aware Remote State Estimation in Digital Twin with Minimizing Age of Incorrect Information. - Haonan Tong; Sihua Wang; Zhaohui Yang 001; Jun Zhao 007; Mehdi Bennis; Changchuan Yin (GLOBECOM, 2023)

Joint Semantic-Native Communication and Inference via Minimal Simplicial Structures. - Qiyang Zhao; Hang Zou; Mehdi Bennis; Mérouane Debbah; Ebtesam Almazrouei; Faouzi Bader (GLOBECOM, 2023)

DIN: A Decentralized Inexact Newton Algorithm for Consensus Optimization. - Abdulmomen Ghalkha; Chaouki Ben Issaid; Anis Elgabli; Mehdi Bennis (ICC, 2023)

Meta Reinforcement Learning-Based Computation Offloading in RIS-Aided MEC-Enabled Cell-Free RAN. - Yi Lu; Yanxiang Jiang; Lingling Zhang; Mehdi Bennis; Dusit Niyato; Xiaohu You 001 (ICC, 2023)

Adversarial Learning for Implicit Semantic-Aware Communications. - Zhimin Lu; Yong Xiao 001; Zijian Sun; Yingyu Li; Guangming Shi; Xianfu Chen; Mehdi Bennis; H. Vincent Poor (ICC, 2023)

On Learning Intrinsic Rewards for Faster Multi-Agent Reinforcement Learning based MAC Protocol Design in 6G Wireless Networks. - Luciano Miuccio; Salvatore Riolo; Mehdi Bennis; Daniela Panno (ICC, 2023)

Emergent Communication in Multi-Agent Reinforcement Learning for Flying Base Stations. - Salmane Naoumi; Réda Alami; Hakim Hacid; Ebtesam Almazrouei; Mérouane Debbah; Mehdi Bennis; Marwa Chafii (MeditCom, 2023)

A Simplified Intelligent Autonomous Obstacle Bypassing Method for Mobile Robots. - Malith Gallage; Rafaela Scaciota; Sumudu Samarakoon; Mehdi Bennis (MobiCom, 2023)

Artifact: Codesign of Edge Intelligence and Automated Guided Vehicle Control. - Malith Gallage; Rafaela Scaciota; Sumudu Samarakoon; Mehdi Bennis (PerCom Workshops, 2023)

Codesign of Edge Intelligence and Automated Guided Vehicle Control. - Malith Gallage; Rafaela Scaciota; Sumudu Samarakoon; Mehdi Bennis (PerCom Workshops, 2023)

Precoder and Detector Learning for Vision-based mmWave Received Power Prediction. - Jia Guo 002; Mehdi Bennis; Chenyang Yang 001 (PIMRC, 2023)

Enabling the Wireless Metaverse via Semantic Multiverse Communication. - Jihong Park; Jinho Choi 001; Seong-Lyun Kim; Mehdi Bennis (SECON, 2023)

Semantic Communication Protocol: Demystifying Deep Neural Networks via Probabilistic Logic. - Sejin Seo; Jihong Park; Seung-Woo Ko 001; Jinho Choi 001; Mehdi Bennis; Seong-Lyun Kim (SECON, 2023)

Communication-Efficient Second-Order Newton-Type Approach for Decentralized Learning. - Mounssif Krouka; Anis Elgabli; Chaouki Ben Issaid; Mehdi Bennis (WCNC, 2023)

Internet of Things for Hydrology: Potential and Challenges. - Andrea Zanella; Sergio Zubelzu; Mehdi Bennis; Martina Capuzzo; Paolo Tarolli (WONS, 2023)

Making Sense of Meaning: A Survey on Metrics for Semantic and Goal-Oriented Communication. - Tilahun Melkamu Getu; Georges Kaddoum; Mehdi Bennis (IEEE Access, 2023)

Sensor Networks, Data Processing, and Inference: The Hydrology Challenge. - Andrea Zanella; Sergio Zubelzu; Mehdi Bennis (IEEE Access, 2023)

Wireless Multi-Agent Generative AI: From Connected Intelligence to Collective Intelligence. - Hang Zou; Qiyang Zhao; Lina Bariah; Mehdi Bennis; Mérouane Debbah (CoRR, 2023)

Tutorial-Cum-Survey on Semantic and Goal- Oriented Communication: Research Landscape, Challenges, and Future Directions. - Tilahun Melkamu Getu; Georges Kaddoum; Mehdi Bennis (CoRR, 2023)

Deep Reinforcement Learning Algorithms for Hybrid V2X Communication: A Benchmarking Study. - Fouzi Boukhalfa; Réda Alami; Mastane Achab; Eric Moulines; Mehdi Bennis (CoRR, 2023)

Towards Semantic Communication Protocols for 6G: From Protocol Learning to Language-Oriented Approaches. - Jihong Park; Seung-Woo Ko 001; Jinho Choi 001; Seong-Lyun Kim; Mehdi Bennis (CoRR, 2023)

Balancing Energy Efficiency and Distributional Robustness in Over-the-Air Federated Learning. - Mohamed Badi; Chaouki Ben Issaid; Anis Elgabli; Mehdi Bennis (CoRR, 2023)

Learning Emergent Random Access Protocol for LEO Satellite Networks. - Ju-Hyung Lee 001; Hyowoon Seo; Jihong Park; Mehdi Bennis; Young-Chai Ko (IEEE Trans. Wirel. Commun., 2023)

Model Compression via Pattern Shared Sparsification in Analog Federated Learning Under Communication Constraints. - Jin-Hyun Ahn; Mehdi Bennis; Joonhyuk Kang (IEEE Trans. Green Commun. Netw., 2023)

An Energy and Carbon Footprint Analysis of Distributed and Federated Learning. - Stefano Savazzi; Vittorio Rampa; Sanaz Kianoush; Mehdi Bennis (IEEE Trans. Green Commun. Netw., 2023)

Integrating LEO Satellites and Multi-UAV Reinforcement Learning for Hybrid FSO/RF Non-Terrestrial Networks. - Ju-Hyung Lee 001; Jihong Park; Mehdi Bennis; Young-Chai Ko (IEEE Trans. Veh. Technol., 2023)

An Online Framework for Ephemeral Edge Computing in the Internet of Things. - Gilsoo Lee; Walid Saad; Mehdi Bennis; Cheonyong Kim; Minchae Jung (IEEE Trans. Wirel. Commun., 2023)

Learning How to Configure LoRa Networks With No Regret: A Distributed Approach. - Verónica Toro-Betancur; Gopika Premsankar; Chen-Feng Liu; Mariusz Slabicki; Mehdi Bennis; Mario Di Francesco (IEEE Trans. Ind. Informatics, 2023)

Semantics-Native Communication via Contextual Reasoning. - Hyowoon Seo; Jihong Park; Mehdi Bennis; Mérouane Debbah (IEEE Trans. Cogn. Commun. Netw., 2023)

Intelligent Analog Beam Selection and Beamspace Channel Tracking in THz Massive MIMO With Lens Antenna Array. - Hosein Zarini; Mohammad Robat Mili; Mehdi Rasti; Sergey Andreev 001; Pedro H. J. Nardelli; Mehdi Bennis (IEEE Trans. Cogn. Commun. Netw., 2023)

Performance Analysis of ML-Based MTC Traffic Pattern Predictors. - David E. Ruíz-Guirola; Onel L. Alcaraz López; Samuel Montejo Sánchez; Richard Demo Souza; Mehdi Bennis (IEEE Wirel. Commun. Lett., 2023)

Toward Semantic Communication Protocols: A Probabilistic Logic Perspective. - Sejin Seo; Jihong Park; Seung-Woo Ko 001; Jinho Choi 001; Mehdi Bennis; Seong-Lyun Kim (IEEE J. Sel. Areas Commun., 2023)

A Graph Neural Network Learning Approach to Optimize RIS-Assisted Federated Learning. - Zixin Wang; Yong Zhou 006; Yinan Zou; Qiaochu An; Yuanming Shi; Mehdi Bennis (IEEE Trans. Wirel. Commun., 2023)

Green Technologies for the Sustainable Metaverse and Web 3.0. - Xiaofei Wang; Mehdi Bennis; Ping Wang 001; Rong Yu; Wei Yang Bryan Lim (IEEE Wirel. Commun., 2023)

Wireless-Enabled Asynchronous Federated Fourier Neural Network for Turbulence Prediction in Urban Air Mobility (UAM). - Tengchan Zeng; Omid Semiari; Walid Saad; Mehdi Bennis (IEEE Trans. Wirel. Commun., 2023)

Cooperative Navigation via Relational Graphs and State Abstraction. - Salwa Mostafa; Mohamed K. Abdel-Aziz; Mehdi Bennis (IEEE Netw. Lett., 2023)

Emergent Communication in Multi-Agent Reinforcement Learning for Future Wireless Networks. - Marwa Chafii; Salmane Naoumi; Réda Alami; Ebtesam Almazrouei; Mehdi Bennis; Mérouane Debbah (IEEE Internet Things Mag., 2023)

SlimFL: Federated Learning With Superposition Coding Over Slimmable Neural Networks. - Won Joon Yun; Yunseok Kwak; Hankyul Baek; Soyi Jung; Mingyue Ji; Mehdi Bennis; Jihong Park; Joongheon Kim (IEEE/ACM Trans. Netw., 2023)

Bayesian Channel Estimation for Intelligent Reflecting Surface-Aided mmWave Massive MIMO Systems With Semi-Passive Elements. - In-Soo Kim; Mehdi Bennis; Jaeky Oh; Jaehoon Chung; Junil Choi (IEEE Trans. Wirel. Commun., 2023)

Communication and Energy Efficient Decentralized Learning Over D2D Networks. - Shengli Liu 002; Guanding Yu; Dingzhu Wen; Xianfu Chen; Mehdi Bennis; Hongyang Chen (IEEE Trans. Wirel. Commun., 2023)

Decentralized RL-Based Data Transmission Scheme for Energy Efficient Harvesting. - Rafaela Scaciota; Glauber Brante; Richard D. Souza; Onel L. Alcaraz López; Septimia Sarbu; Mehdi Bennis; Sumudu Samarakoon (EuCNC/6G Summit, 2024)

Language-Oriented Communication with Semantic Coding and Knowledge Distillation for Text-to-Image Generation. - Hyelin Nam; Jihong Park; Jinho Choi 001; Mehdi Bennis; Seong-Lyun Kim (ICASSP, 2024)

Deep Reinforcement Learning Algorithms for Hybrid V2X Communication: A Benchmarking Study. - Fouzi Boukhalfa; Réda Alami; Mastane Achab; Eric Moulines; Mehdi Bennis; Thierry Lestable (ICC Workshops, 2024)

Fed-Sophia: A Communication-Efficient Second-Order Federated Learning Algorithm. - Ahmed Elbakary; Chaouki Ben Issaid; Mohammad Shehab; Karim G. Seddik; Tamer A. ElBatt; Mehdi Bennis (ICC, 2024)

Knowledge Distillation from Language-Oriented to Emergent Communication for Multi-Agent Remote Control. - Yongjun Kim; Sejin Seo; Jihong Park; Mehdi Bennis; Seong-Lyun Kim; Junil Choi (ICC, 2024)

Intent Profiling and Translation Through Emergent Communication. - Salwa Mostafa; Mohammed Saad ElBamby; Mohamed K. Abdel-Aziz; Mehdi Bennis (ICC, 2024)

On Scaling Latency-Aware MAC Communication Protocols with a Hierarchical Network Topology. - Septimia Sarbu; Mateus P. Mota; Mehdi Bennis (ICC, 2024)

Digital versus Analog Transmissions for Federated Learning over Wireless Networks. - Jiacheng Yao; Wei Xu 001; Zhaohui Yang 001; Xiaohu You 001; Mehdi Bennis; H. Vincent Poor (ICC, 2024)

Real-Time Remote Control via VR over Limited Wireless Connectivity. - H. P. Madushanka; Rafaela Scaciota; Sumudu Samarakoon; Mehdi Bennis (ISCC, 2024)

Maze Discovery using Multiple Robots via Federated Learning. - Kalpana Ranasinghe; H. P. Madushanka; Rafaela Scaciota; Sumudu Samarakoon; Mehdi Bennis (ISCC, 2024)

Resource Optimization for Tail-Based Control in Wireless Networked Control Systems. - Rasika Vijithasena; Rafaela Scaciota; Mehdi Bennis; Sumudu Samarakoon (PIMRC, 2024)

A Survey on Goal-Oriented Semantic Communication: Techniques, Challenges, and Future Directions. - Tilahun Melkamu Getu; Georges Kaddoum; Mehdi Bennis (IEEE Access, 2024)

Federated Learning and Meta Learning: Approaches, Applications, and Directions. - Xiaonan Liu; Yansha Deng; Arumugam Nallanathan; Mehdi Bennis (IEEE Commun. Surv. Tutorials, 2024)

Multi-Objective Optimization in STAR-RIS-Aided SWIPT with RSMA via Meta-Learning. - Mojtaba Amiri; Elaheh Vaezpour; Sepideh Javadi; Mohammad Robat Mili; Halim Yanikomeroglu; Mehdi Bennis (CoRR, 2024)

GenAINet: Enabling Wireless Collective Intelligence via Knowledge Transfer and Reasoning. - Hang Zou; Qiyang Zhao; Lina Bariah; Yu Tian; Mehdi Bennis; Samson Lasaulce; Mérouane Debbah; Faouzi Bader (CoRR, 2024)

Intent-Aware DRL-Based Uplink Dynamic Scheduler for 5G-NR. - Salwa Mostafa; Mateus P. Mota; Alvaro Valcarce; Mehdi Bennis (CoRR, 2024)

Time-Series JEPA for Predictive Remote Control under Capacity-Limited Networks. - Abanoub M. Girgis; Alvaro Valcarce; Mehdi Bennis (CoRR, 2024)

An Internal Model Principle For Robots. - Vadim K. Weinstein; Tamara Alshammari; Kalle G. Timperi; Mehdi Bennis; Steven M. LaValle (CoRR, 2024)

Stacked Intelligent Metasurfaces for Wireless Sensing and Communication: Applications and Challenges. - Hao Liu 069; Jiancheng An 001; Xing Jia; Shining Lin; Xianghao Yao; Lu Gan 003; Bruno Clerckx; Chau Yuen; Mehdi Bennis; Mérouane Debbah (CoRR, 2024)

Five Key Enablers for Communication during and after Disasters. - Mohammad Shehab; Mustafa A. Kishk; Maurilio Matracia; Mehdi Bennis; Mohamed-Slim Alouini (CoRR, 2024)

Generative Semantic Communication via Textual Prompts: Latency Performance Tradeoffs. - Mengmeng Ren; Li Qiao 001; Long Yang 002; Zhen Gao 001; Jian Chen 002; Mahdi Boloursaz Mashhadi; Pei Xiao 001; Rahim Tafazolli; Mehdi Bennis (CoRR, 2024)

Semantic Communication and Control Co-Design for Multi-Objective Correlated Dynamics. - Abanoub M. Girgis; Hyowoon Seo; Mehdi Bennis (CoRR, 2024)

MIRA: A Method of Federated MultI-Task Learning for LaRge LAnguage Models. - Ahmed Elbakary; Chaouki Ben Issaid; Tamer A. ElBatt; Karim G. Seddik; Mehdi Bennis (CoRR, 2024)

Resilient-By-Design: A Resiliency Framework for Future Wireless Networks. - Nurul Huda Mahmood; Sumudu Samarakoon; Pawani Porambage; Mehdi Bennis; Matti Latva-aho (CoRR, 2024)

Diffusion-based Generative Multicasting with Intent-aware Semantic Decomposition. - Xinkai Liu; Mahdi Boloursaz Mashhadi; Li Qiao 001; Yi Ma 002; Rahim Tafazolli; Mehdi Bennis (CoRR, 2024)

The Rendezvous Between Extreme Value Theory and Next-generation Networks. - Srinivas Sagar; Athira Subhash; Chen-Feng Liu; Ahmed Elzanaty; Yazan H. Al-Badarneh; Sheetal Kalyani; Mohamed-Slim Alouini; Mehdi Bennis; Lajos Hanzo (CoRR, 2024)

From Raw Data to Structural Semantics: Trade-offs among Distortion, Rate, and Inference Accuracy. - Charmin Asirimath; Chathuranga Weeraddana; Sumudu Samarakoon; Jayampathy Ratnayake; Mehdi Bennis (CoRR, 2024)

Meta Reinforcement Learning for Resource Allocation in Aerial Active-RIS-Assisted Networks With Rate-Splitting Multiple Access. - Sajad Faramarzi; Sepideh Javadi; Farshad Zeinali; Hosein Zarini; Mohammad Robat Mili; Mehdi Bennis; Yonghui Li 001; Kai-Kit Wong (IEEE Internet Things J., 2024)

Guest Editorial: Special Issue on Resource-Efficient Collaborative Deep Learning Over B5G/6G Networks. - Bouziane Brik; Mehdi Bennis; Xianbin Wang 001; Mohsen Guizani (IEEE Open J. Commun. Soc., 2024)

Toward Explainable Reasoning in 6G: A Proof of Concept Study on Radio Resource Allocation. - Farhad Rezazadeh; Sergio Barrachina-Muñoz; Hatim Chergui; Josep Mangues; Mehdi Bennis; Dusit Niyato; Houbing Song; Lingjia Liu 001 (IEEE Open J. Commun. Soc., 2024)

Bayesian Inverse Contextual Reasoning for Heterogeneous Semantics- Native Communication. - Hyowoon Seo; Yoonseong Kang; Mehdi Bennis; Wan Choi 001 (IEEE Trans. Commun., 2024)

Privacy-Preserving Split Learning with Vision Transformers using Patch-Wise Random and Noisy CutMix. - Seungeun Oh; Sihun Baek; Jihong Park; Hyelin Nam; Praneeth Vepakomma; Ramesh Raskar; Mehdi Bennis; Seong-Lyun Kim (Trans. Mach. Learn. Res., 2024)

BayGO: Decentralized Bayesian Learning and Information-Aware Graph Optimization Framework. - Tamara Alshammari; Chathuranga Weeraddana; Mehdi Bennis (IEEE Trans. Signal Process., 2024)

Latency-Aware Radio Resource Optimization in Learning-Based Cloud-Aided Small Cell Wireless Networks. - Syed Tamoor-ul-Hassan; Sumudu Samarakoon; Mehdi Bennis; Matti Latva-aho (IEEE Trans. Green Commun. Netw., 2024)

Semantic and Logical Communication-Control Codesign for Correlated Dynamical Systems. - Abanoub M. Girgis; Hyowoon Seo; Jihong Park; Mehdi Bennis (IEEE Internet Things J., 2024)

Reasoning Over the Air: A Reasoning- Based Implicit Semantic-Aware Communication Framework. - Yong Xiao 001; Yiwei Liao; Yingyu Li; Guangming Shi; H. Vincent Poor; Walid Saad; Mérouane Debbah; Mehdi Bennis (IEEE Trans. Wirel. Commun., 2024)

Mix2SFL: Two-Way Mixup for Scalable, Accurate, and Communication-Efficient Split Federated Learning. - Seungeun Oh; Hyelin Nam; Jihong Park; Praneeth Vepakomma; Ramesh Raskar; Mehdi Bennis; Seong-Lyun Kim (IEEE Trans. Big Data, 2024)

Cooperative Multi-Agent Learning for Navigation via Structured State Abstraction. - Mohamed K. Abdel-Aziz; Mohammed Saad ElBamby; Sumudu Samarakoon; Mehdi Bennis (IEEE Trans. Commun., 2024)

Online Optimization for Over-the-Air Federated Learning With Energy Harvesting. - Qiaochu An; Yong Zhou 006; Zhibin Wang 003; Hangguan Shan; Yuanming Shi; Mehdi Bennis (IEEE Trans. Wirel. Commun., 2024)

RIS Phase Optimization via Generative Flow Networks. - Charbel Bou Chaaya; Mehdi Bennis (IEEE Wirel. Commun. Lett., 2024)

Optimizing Cell Association and Stability in Integrated Aerial-to-Ground Next-Generation Consumer Wireless Networks. - Ishtiaq Ahmad; Ramsha Narmeen; Umair Ahmad Mughal; Yazeed Alkhrijah; Mohamad A. Alawad; Ahmad S. Almadhor; Sami Dhahbi; Pin-Han Ho; Mehdi Bennis; KyungHi Chang (IEEE Trans. Consumer Electron., 2024)

URLLC-Aware Proactive UAV Placement in Internet of Vehicles. - Chen-Feng Liu; Nirmal D. Wickramasinghe; Himal A. Suraweera; Mehdi Bennis; Mérouane Debbah (IEEE Trans. Intell. Transp. Syst., 2024)

Performance Limits of a Deep Learning-Enabled Text Semantic Communication Under Interference. - Tilahun Melkamu Getu; Walid Saad; Georges Kaddoum; Mehdi Bennis (IEEE Trans. Wirel. Commun., 2024)

Computation and Privacy Protection for Satellite-Ground Digital Twin Networks. - Yongkang Gong; Haipeng Yao; Xiaonan Liu; Mehdi Bennis; Arumugam Nallanathan; Zhu Han 001 (IEEE Trans. Commun., 2024)

Semantics Alignment via Split Learning for Resilient Multi-User Semantic Communication. - Jinhyuk Choi; Jihong Park; Seung-Woo Ko 001; Jinho Choi 001; Mehdi Bennis; Seong-Lyun Kim (IEEE Trans. Veh. Technol., 2024)

Computation Offloading and Quantization Schemes for Federated Satellite-Ground Graph Networks. - Yongkang Gong; Dongxiao Yu; Xiuzhen Cheng 001; Chau Yuen; Mehdi Bennis; Mérouane Debbah (IEEE Trans. Wirel. Commun., 2024)

Wireless Federated Learning Over Resource-Constrained Networks: Digital Versus Analog Transmissions. - Jiacheng Yao; Wei Xu 001; Zhaohui Yang 001; Xiaohu You 001; Mehdi Bennis; H. Vincent Poor (IEEE Trans. Wirel. Commun., 2024)

Intelligible Protocol Learning for Resource Allocation in 6G O-RAN Slicing. - Farhad Rezazadeh; Hatim Chergui; Shuaib Siddiqui; Josep Mangues; Houbing Song; Walid Saad; Mehdi Bennis (IEEE Wirel. Commun., 2024)

Latency-Aware Generative Semantic Communications With Pre-Trained Diffusion Models. - Li Qiao 001; Mahdi Boloursaz Mashhadi; Zhen Gao 001; Chuan Heng Foh; Pei Xiao 001; Mehdi Bennis (IEEE Wirel. Commun. Lett., 2024)

Semantic Communication: A Survey on Research Landscape, Challenges, and Future Directions. - Tilahun Melkamu Getu; Georges Kaddoum; Mehdi Bennis (Proc. IEEE, 2024)

Graph Attention-Based MADRL for Access Control and Resource Allocation in Wireless Networked Control Systems. - Zixin Wang; Mehdi Bennis; Yong Zhou 006 (IEEE Trans. Wirel. Commun., 2024)

Communication-Efficient Federated Deep Reinforcement Learning Based Cooperative Edge Caching in Fog Radio Access Networks. - Min Zhang; Yanxiang Jiang; Fu-Chun Zheng; Dongming Wang 002; Mehdi Bennis; Abbas Jamalipour; Xiaohu You 001 (IEEE Trans. Wirel. Commun., 2024)

GenAINet: Enabling Wireless Collective Intelligence via Knowledge Transfer and Reasoning. - Hang Zou; Qiyang Zhao; Samson Lasaulce; Lina Bariah; Mehdi Bennis; Mérouane Debbah (IEEE Access, 2025)

Quantized FedPD (QFedPD): Beyond Conventional Wisdom - The Energy Benefits of Frequent Communication. - Anis Elgabli; Chaouki Ben Issaid; Mohamed Badi; Mehdi Bennis (IEEE Internet Things J., 2025)

Resource Allocation in STAR-RIS-Aided SWIPT With RSMA via Meta-Learning. - Mojtaba Amiri; Elaheh Vaezpour; Sepideh Javadi; Mohammad Robat Mili; Mehdi Bennis; Eduard Axel Jorswieck (IEEE Open J. Commun. Soc., 2025)

Tackling Feature and Sample Heterogeneity in Decentralized Multi-Task Learning: A Sheaf-Theoretic Approach. - Chaouki Ben Issaid; Praneeth Vepakomma; Mehdi Bennis (Trans. Mach. Learn. Res., 2025)

Age of Semantics in Cooperative Communications: To Expedite Simulation Towards Real via Offline Reinforcement Learning. - Xianfu Chen; Zhifeng Zhao; Shiwen Mao; Celimuge Wu; Honggang Zhang 001; Mehdi Bennis (IEEE Trans. Netw. Sci. Eng., 2025)

Sequence Spreading-Based Semantic Communication Under High RF Interference. - Hazem Barka; Georges Kaddoum; Mehdi Bennis; Md. Sahabul Alam; Minh Au (CoRR, 2025)

Token Communications: A Unified Framework for Cross-modal Context-aware Semantic Communications. - Li Qiao 001; Mahdi Boloursaz Mashhadi; Zhen Gao 001; Rahim Tafazolli; Mehdi Bennis; Dusit Niyato (CoRR, 2025)

Learning Latent Wireless Dynamics From Channel State Information. - Charbel Bou Chaaya; Abanoub M. Girgis; Mehdi Bennis (IEEE Wirel. Commun. Lett., 2025)

Stacked Intelligent Metasurfaces for Task-Oriented Semantic Communications. - Guojun Huang; Jiancheng An 001; Zhaohui Yang 001; Lu Gan 003; Mehdi Bennis; Mérouane Debbah (IEEE Wirel. Commun. Lett., 2025)

Power allocation using spatio-temporal graph neural networks and reinforcement learning. - Saeed Jamshidiha; Vahid Pourahmadi; Abbas Mohammadi 002; Mehdi Bennis (Wirel. Networks, 2025)

Large-Scale AI in Telecom: Charting the Roadmap for Innovation, Scalability, and Enhanced Digital Experiences. - Adnan Shahid; Adrian Kliks; Ahmed Al-Tahmeesschi; Ahmed Elbakary; Alexandros Nikou; Ali Maatouk; Ali Mokh; Amirreza Kazemi; Antonio De Domenico; Athanasios Karapantelakis; Bo Cheng 001; Bo Yang 035; et al. (CoRR, 2025)

PipeSFL: A Fine-Grained Parallelization Framework for Split Federated Learning on Heterogeneous Clients. - Yunqi Gao; Bing Hu 002; Mahdi Boloursaz Mashhadi; Wei Wang 021; Mehdi Bennis (IEEE Trans. Mob. Comput., 2025)

Scalable and Resource-Efficient Second-Order Federated Learning via Over-the-Air Aggregation. - Abdulmomen Ghalkha; Chaouki Ben Issaid; Mehdi Bennis (IEEE Wirel. Commun. Lett., 2025)

Accelerated Recovery with RIS: Designing Wireless Resilience in Mission-Critical Environments. - Kevin Weinberger; Robert-Jeron Reifert; Aydin Sezgin; Mehdi Bennis (CoRR, 2025)

Communication-Efficient Personalized Distributed Learning with Data and Node Heterogeneity. - Zhuojun Tian; Zhaoyang Zhang; Yiwei Li; Mehdi Bennis (CoRR, 2025)

GFlowNets for Active Learning Based Resource Allocation in Next Generation Wireless Networks. - Charbel Bou Chaaya; Mehdi Bennis (CoRR, 2025)

RAG-Enabled Intent Reasoning for Application-Network Interaction. - Salwa Mostafa; Mohamed K. Abdel-Aziz; Mohammed Saad ElBamby; Mehdi Bennis (CoRR, 2025)

Distributionally Robust Federated Learning with Client Drift Minimization. - Mounssif Krouka; Chaouki Ben Issaid; Mehdi Bennis (CoRR, 2025)

Semantic Communication meets System 2 ML: How Abstraction, Compositionality and Emergent Languages Shape Intelligence. - Mehdi Bennis; Salem Lahlou (CoRR, 2025)

Resilient LLM-Empowered Semantic MAC Protocols via Zero-Shot Adaptation and Knowledge Distillation. - Yongjun Kim; Jihong Park; Mehdi Bennis; Junil Choi (CoRR, 2025)

Multi-Modal Federated Learning Based Resources Convergence for Satellite-Ground Twin Networks. - Yongkang Gong; Haipeng Yao; Zehui Xiong; Dongxiao Yu; Xiuzhen Cheng 001; Chau Yuen; Mehdi Bennis; Mérouane Debbah (IEEE Trans. Mob. Comput., 2025)

A Meta-Learning Approach for Energy-Efficient Resource Allocation and Antenna Selection in STAR-BD-RIS Aided Wireless Networks. - Armin Farhadi; Roya Hatami; Mohammad Robat Mili; Christos Masouros; Mehdi Bennis (IEEE Wirel. Commun. Lett., 2025)

Learning to Collaborate Over Graphs: A Selective Federated Multi-Task Learning Approach. - Ahmed Elbakary; Chaouki Ben Issaid; Mehdi Bennis (CoRR, 2025)

Resilient-native and Intelligent NextG Systems. - Mehdi Bennis (CoRR, 2025)

From Pixels to CSI: Distilling Latent Dynamics For Efficient Wireless Resource Management. - Charbel Bou Chaaya; Abanoub M. Girgis; Mehdi Bennis (CoRR, 2025)

Sheaf-Based Decentralized Multimodal Learning for Next-Generation Wireless Communication Systems. - Abdulmomen Ghalkha; Zhuojun Tian; Chaouki Ben Issaid; Mehdi Bennis (CoRR, 2025)

Resilient-Native and Intelligent Next-Generation Wireless Systems: Key Enablers, Foundations, and Applications. - Mehdi Bennis; Sumudu Samarakoon; Tamara Alshammari; Chathuranga Weeraddana; Zhoujun Tian; Chaouki Ben Issaid (CoRR, 2025)

A Decentralized Matching Theory Framework to Match Data and Algorithms Providers. - Chaouki Ben Issaid; Mehdi Bennis (IEEE Netw. Lett., 2025)

Enabling Visual Scene Recovery From Wi-Fi CSI for Occlusion-Free Surveillance. - Cheng Chen; Shoki Ohta; Takayuki Nishio; Mehdi Bennis; Jihong Park; Mohamed Wahib (IEEE Internet Things J., 2025)

A Web-Based Solution for Federated Learning With LLM-Based Automation. - Chamith Mawela; Chaouki Ben Issaid; Mehdi Bennis (IEEE Internet Things J., 2025)

Entanglement-Controlled Quantum Federated Learning. - Soohyun Park; Hyunsoo Lee; Soyi Jung; Jihong Park; Mehdi Bennis; Joongheon Kim (IEEE Internet Things J., 2025)

Transformer based Collaborative Reinforcement Learning for Fluid Antenna System (FAS)-enabled 3D UAV Positioning. - Xiaoren Xu; Hao Xu 003; Dongyu Wei; Walid Saad; Mehdi Bennis; Mingzhe Chen (CoRR, 2025)

Stacked Intelligent Metasurfaces for Wireless Communications: Applications and Challenges. - Hao Liu 069; Jiancheng An 001; Xing Jia; Lu Gan 003; George K. Karagiannidis; Bruno Clerckx; Mehdi Bennis; Mérouane Debbah; Tie Jun Cui (IEEE Wirel. Commun., 2025)