Mehdi Bennis

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 616

Top Venues

CoRR

GLOBECOM

IEEE Trans. Wirel. Commun.

ICC

Publications

H. P. Madushanka, Rafaela Scaciota, Sumudu Samarakoon, Mehdi Bennis
Real-Time Remote Control via VR over Limited Wireless Connectivity. CoRR (2024)
Tamara Alshammari, Chathuranga Weeraddana, Mehdi Bennis
BayGO: Decentralized Bayesian Learning and Information-Aware Graph Optimization Framework. IEEE Trans. Signal Process. 72 (2024)
Rasika Vijithasena, Rafaela Scaciota, Mehdi Bennis, Sumudu Samarakoon
Resource Optimization for Tail-Based Control in Wireless Networked Control Systems. CoRR (2024)
Guojun Huang, Jiancheng An, Zhaohui Yang, Lu Gan, Mehdi Bennis, Mérouane Debbah
Stacked Intelligent Metasurfaces for Task-Oriented Semantic Communications. CoRR (2024)
Salwa Mostafa, Mohammed Saad ElBamby, Mohamed K. Abdel-Aziz, Mehdi Bennis
Intent Profiling and Translation Through Emergent Communication. CoRR (2024)
Rafaela Scaciota, Glauber Brante, Richard D. Souza, Onel L. Alcaraz López, Septimia Sarbu, Mehdi Bennis, Sumudu Samarakoon
Decentralized RL-Based Data Transmission Scheme for Energy Efficient Harvesting. EuCNC/6G Summit (2024)
Charbel Bou Chaaya, Mehdi Bennis
RIS Phase Optimization via Generative Flow Networks. IEEE Wirel. Commun. Lett. 13 (7) (2024)
Abanoub M. Girgis, Alvaro Valcarce, Mehdi Bennis
Time-Series JEPA for Predictive Remote Control under Capacity-Limited Networks. CoRR (2024)
Sajad Faramarzi, Sepideh Javadi, Farshad Zeinali, Hosein Zarini, Mohammad Robat Mili, Mehdi Bennis, Yonghui Li, Kai-Kit Wong
Meta Reinforcement Learning for Resource Allocation in Aerial Active-RIS-assisted Networks with Rate-Splitting Multiple Access. CoRR (2024)
Mohamed K. Abdel-Aziz, Mohammed Saad ElBamby, Sumudu Samarakoon, Mehdi Bennis
Cooperative Multi-Agent Learning for Navigation via Structured State Abstraction. IEEE Trans. Commun. 72 (6) (2024)
Seungeun Oh, Hyelin Nam, Jihong Park, Praneeth Vepakomma, Ramesh Raskar, Mehdi Bennis, Seong-Lyun Kim
Mix2SFL: Two-Way Mixup for Scalable, Accurate, and Communication-Efficient Split Federated Learning. IEEE Trans. Big Data 10 (3) (2024)
Hyelin Nam, Jihong Park, Jinho Choi, Mehdi Bennis, Seong-Lyun Kim
Language-Oriented Communication with Semantic Coding and Knowledge Distillation for Text-to-Image Generation. ICASSP (2024)
Xiaonan Liu, Yansha Deng, Arumugam Nallanathan, Mehdi Bennis
Federated Learning and Meta Learning: Approaches, Applications, and Directions. IEEE Commun. Surv. Tutorials 26 (1) (2024)
Jiacheng Yao, Wei Xu, Zhaohui Yang, Xiaohu You, Mehdi Bennis, H. Vincent Poor
Wireless Federated Learning over Resource-Constrained Networks: Digital versus Analog Transmissions. CoRR (2024)
Farhad Rezazadeh, Sergio Barrachina-Muñoz, Hatim Chergui, Josep Mangues, Mehdi Bennis, Dusit Niyato, Houbing Song, Lingjia Liu
Toward Explainable Reasoning in 6G: A Proof of Concept Study on Radio Resource Allocation. CoRR (2024)
Sajad Faramarzi, Sepideh Javadi, Farshad Zeinali, Hosein Zarini, Mohammad Robat Mili, Mehdi Bennis, Yonghui Li, Kai-Kit Wong
Meta Reinforcement Learning for Resource Allocation in Aerial Active-RIS-Assisted Networks With Rate-Splitting Multiple Access. IEEE Internet Things J. 11 (15) (2024)
Hao Liu, Jiancheng An, Xing Jia, Shining Lin, Xianghao Yao, Lu Gan, Bruno Clerckx, Chau Yuen, Mehdi Bennis, Mérouane Debbah
Stacked Intelligent Metasurfaces for Wireless Sensing and Communication: Applications and Challenges. CoRR (2024)
Li Qiao, Mahdi Boloursaz Mashhadi, Zhen Gao, Chuan Heng Foh, Pei Xiao, Mehdi Bennis
Latency-Aware Generative Semantic Communications with Pre-Trained Diffusion Models. CoRR (2024)
Hang Zou, Qiyang Zhao, Lina Bariah, Yu Tian, Mehdi Bennis, Samson Lasaulce, Mérouane Debbah, Faouzi Bader
GenAINet: Enabling Wireless Collective Intelligence via Knowledge Transfer and Reasoning. CoRR (2024)
Syed Tamoor-ul-Hassan, Sumudu Samarakoon, Mehdi Bennis, Matti Latva-aho
Latency-Aware Radio Resource Optimization in Learning-Based Cloud-Aided Small Cell Wireless Networks. IEEE Trans. Green Commun. Netw. 8 (1) (2024)
Tilahun Melkamu Getu, Georges Kaddoum, Mehdi Bennis
A Survey on Goal-Oriented Semantic Communication: Techniques, Challenges, and Future Directions. IEEE Access 12 (2024)
Vadim K. Weinstein, Tamara Alshammari, Kalle G. Timperi, Mehdi Bennis, Steven M. LaValle
An Internal Model Principle For Robots. CoRR (2024)
Yongjun Kim, Sejin Seo, Jihong Park, Mehdi Bennis, Seong-Lyun Kim, Junil Choi
Knowledge Distillation from Language-Oriented to Emergent Communication for Multi-Agent Remote Control. CoRR (2024)
Tilahun Melkamu Getu, Walid Saad, Georges Kaddoum, Mehdi Bennis
Performance Limits of a Deep Learning-Enabled Text Semantic Communication Under Interference. IEEE Trans. Wirel. Commun. 23 (8) (2024)
Yong Xiao, Yiwei Liao, Yingyu Li, Guangming Shi, H. Vincent Poor, Walid Saad, Mérouane Debbah, Mehdi Bennis
Reasoning Over the Air: A Reasoning- Based Implicit Semantic-Aware Communication Framework. IEEE Trans. Wirel. Commun. 23 (4) (2024)
Chen-Feng Liu, Nirmal D. Wickramasinghe, Himal A. Suraweera, Mehdi Bennis, Mérouane Debbah
URLLC-Aware Proactive UAV Placement in Internet of Vehicles. CoRR (2024)
Salwa Mostafa, Mateus P. Mota, Alvaro Valcarce, Mehdi Bennis
Emergent Communication Protocol Learning for Task Offloading in Industrial Internet of Things. CoRR (2024)
Abanoub M. Girgis, Hyowoon Seo, Jihong Park, Mehdi Bennis
Semantic and Logical Communication-Control Codesign for Correlated Dynamical Systems. IEEE Internet Things J. 11 (7) (2024)
Qiaochu An, Yong Zhou, Zhibin Wang, Hangguan Shan, Yuanming Shi, Mehdi Bennis
Online Optimization for Over-the-Air Federated Learning With Energy Harvesting. IEEE Trans. Wirel. Commun. 23 (7) (2024)
Ahmed Elbakary, Chaouki Ben Issaid, Mohammad Shehab, Karim G. Seddik, Tamer A. ElBatt, Mehdi Bennis
Fed-Sophia: A Communication-Efficient Second-Order Federated Learning Algorithm. CoRR (2024)
Bouziane Brik, Mehdi Bennis, Xianbin Wang, Mohsen Guizani
Guest Editorial: Special Issue on Resource-Efficient Collaborative Deep Learning Over B5G/6G Networks. IEEE Open J. Commun. Soc. 5 (2024)
Mojtaba Amiri, Elaheh Vaezpour, Sepideh Javadi, Mohammad Robat Mili, Halim Yanikomeroglu, Mehdi Bennis
Multi-Objective Optimization in STAR-RIS-Aided SWIPT with RSMA via Meta-Learning. CoRR (2024)
Chen-Feng Liu, Nirmal D. Wickramasinghe, Himal A. Suraweera, Mehdi Bennis, Mérouane Debbah
URLLC-Aware Proactive UAV Placement in Internet of Vehicles. IEEE Trans. Intell. Transp. Syst. 25 (8) (2024)
Salwa Mostafa, Mateus P. Mota, Alvaro Valcarce, Mehdi Bennis
Intent-Aware DRL-Based Uplink Dynamic Scheduler for 5G-NR. CoRR (2024)
Kalpana Ranasinghe, H. P. Madushanka, Rafaela Scaciota, Sumudu Samarakoon, Mehdi Bennis
Maze Discovery using Multiple Robots via Federated Learning. CoRR (2024)
Jiacheng Yao, Wei Xu, Zhaohui Yang, Xiaohu You, Mehdi Bennis, H. Vincent Poor
Digital versus Analog Transmissions for Federated Learning over Wireless Networks. CoRR (2024)
Fouzi Boukhalfa, Réda Alami, Mastane Achab, Eric Moulines, Mehdi Bennis, Thierry Lestable
Deep Reinforcement Learning Algorithms for Hybrid V2X Communication: A Benchmarking Study. ICC Workshops (2024)
Hyowoon Seo, Yoonseong Kang, Mehdi Bennis, Wan Choi
Bayesian Inverse Contextual Reasoning for Heterogeneous Semantics- Native Communication. IEEE Trans. Commun. 72 (2) (2024)
Sejin Seo, Jihong Park, Seung-Woo Ko, Jinho Choi, Mehdi Bennis, Seong-Lyun Kim
Semantic Communication Protocol: Demystifying Deep Neural Networks via Probabilistic Logic. SECON (2023)
Luciano Miuccio, Salvatore Riolo, Mehdi Bennis, Daniela Panno
On Learning Intrinsic Rewards for Faster Multi-Agent Reinforcement Learning based MAC Protocol Design in 6G Wireless Networks. ICC (2023)
Farhad Rezazadeh, Hatim Chergui, Shuaib Siddiqui, Josep Mangues, Houbing Song, Walid Saad, Mehdi Bennis
Intelligible Protocol Learning for Resource Allocation in 6G O-RAN Slicing. CoRR (2023)
Jia Guo, Mehdi Bennis, Chenyang Yang
Precoder and Detector Learning for Vision-based mmWave Received Power Prediction. PIMRC (2023)
Stefano Savazzi, Vittorio Rampa, Sanaz Kianoush, Mehdi Bennis
An Energy and Carbon Footprint Analysis of Distributed and Federated Learning. IEEE Trans. Green Commun. Netw. 7 (1) (2023)
Salwa Mostafa, Mateus P. Mota, Alvaro Valcarce, Mehdi Bennis
Emergent Communication Protocol Learning for Task Offloading in Industrial Internet of Things. GLOBECOM (2023)
Malith Gallage, Rafaela Scaciota, Sumudu Samarakoon, Mehdi Bennis
Codesign of Edge Intelligence and Automated Guided Vehicle Control. PerCom Workshops (2023)
Qiyang Zhao, Hang Zou, Mehdi Bennis, Mérouane Debbah, Ebtesam Almazrouei, Faouzi Bader
Joint Semantic-Native Communication and Inference via Minimal Simplicial Structures. CoRR (2023)
Hyowoon Seo, Yoonseong Kang, Mehdi Bennis, Wan Choi
Bayesian Inverse Contextual Reasoning for Heterogeneous Semantics-Native Communication. CoRR (2023)
Andrea Zanella, Sergio Zubelzu, Mehdi Bennis
Sensor Networks, Data Processing, and Inference: The Hydrology Challenge. IEEE Access 11 (2023)
In-Soo Kim, Mehdi Bennis, Jaeky Oh, Jaehoon Chung, Junil Choi
Bayesian Channel Estimation for Intelligent Reflecting Surface-Aided mmWave Massive MIMO Systems With Semi-Passive Elements. IEEE Trans. Wirel. Commun. 22 (12) (2023)
Mounssif Krouka, Anis Elgabli, Chaouki Ben Issaid, Mehdi Bennis
Communication-Efficient Second-Order Newton-Type Approach for Decentralized Learning. WCNC (2023)
Malith Gallage, Rafaela Scaciota, Sumudu Samarakoon, Mehdi Bennis
Codesign of Edge Intelligence and Automated Guided Vehicle Control. CoRR (2023)
Malith Gallage, Rafaela Scaciota, Sumudu Samarakoon, Mehdi Bennis
Artifact: Codesign of Edge Intelligence and Automated Guided Vehicle Control. PerCom Workshops (2023)
Qiyang Zhao, Hang Zou, Mehdi Bennis, Mérouane Debbah, Ebtesam Almazrouei, Faouzi Bader
Joint Semantic-Native Communication and Inference via Minimal Simplicial Structures. GLOBECOM (2023)
Xiaofei Wang, Mehdi Bennis, Ping Wang, Rong Yu, Wei Yang Bryan Lim
Green Technologies for the Sustainable Metaverse and Web 3.0. IEEE Wirel. Commun. 30 (5) (2023)
Malith Gallage, Rafaela Scaciota, Sumudu Samarakoon, Mehdi Bennis
A Simplified Intelligent Autonomous Obstacle Bypassing Method for Mobile Robots. MobiCom (2023)
Charbel Bou Chaaya, Sumudu Samarakoon, Mehdi Bennis
Federated Learning Games for Reconfigurable Intelligent Surfaces via Causal Representations. GLOBECOM (2023)
Hosein Zarini, Mohammad Robat Mili, Mehdi Rasti, Sergey Andreev, Pedro H. J. Nardelli, Mehdi Bennis
Intelligent Analog Beam Selection and Beamspace Channel Tracking in THz Massive MIMO With Lens Antenna Array. IEEE Trans. Cogn. Commun. Netw. 9 (3) (2023)
Mohamed Badi, Chaouki Ben Issaid, Anis Elgabli, Mehdi Bennis
Balancing Energy Efficiency and Distributional Robustness in Over-the-Air Federated Learning. CoRR (2023)
Zhimin Lu, Yong Xiao, Zijian Sun, Yingyu Li, Guangming Shi, Xianfu Chen, Mehdi Bennis, H. Vincent Poor
Adversarial Learning for Implicit Semantic-Aware Communications. CoRR (2023)
Haonan Tong, Sihua Wang, Zhaohui Yang, Jun Zhao, Mehdi Bennis, Changchuan Yin
Semantic-Aware Remote State Estimation in Digital Twin with Minimizing Age of Incorrect Information. GLOBECOM (2023)
Ju-Hyung Lee, Jihong Park, Mehdi Bennis, Young-Chai Ko
Integrating LEO Satellites and Multi-UAV Reinforcement Learning for Hybrid FSO/RF Non-Terrestrial Networks. IEEE Trans. Veh. Technol. 72 (3) (2023)
Jihong Park, Seung-Woo Ko, Jinho Choi, Seong-Lyun Kim, Mehdi Bennis
Towards Semantic Communication Protocols for 6G: From Protocol Learning to Language-Oriented Approaches. CoRR (2023)
Sejin Seo, Jihong Park, Seung-Woo Ko, Jinho Choi, Mehdi Bennis, Seong-Lyun Kim
Toward Semantic Communication Protocols: A Probabilistic Logic Perspective. IEEE J. Sel. Areas Commun. 41 (8) (2023)
Hyelin Nam, Jihong Park, Jinho Choi, Mehdi Bennis, Seong-Lyun Kim
Language-Oriented Communication with Semantic Coding and Knowledge Distillation for Text-to-Image Generation. CoRR (2023)
Marwa Chafii, Salmane Naoumi, Réda Alami, Ebtesam Almazrouei, Mehdi Bennis, Mérouane Debbah
Emergent Communication in Multi-Agent Reinforcement Learning for Future Wireless Networks. IEEE Internet Things Mag. 6 (4) (2023)
Gilsoo Lee, Walid Saad, Mehdi Bennis, Cheonyong Kim, Minchae Jung
An Online Framework for Ephemeral Edge Computing in the Internet of Things. IEEE Trans. Wirel. Commun. 22 (3) (2023)
Ju-Hyung Lee, Hyowoon Seo, Jihong Park, Mehdi Bennis, Young-Chai Ko
Learning Emergent Random Access Protocol for LEO Satellite Networks. IEEE Trans. Wirel. Commun. 22 (1) (2023)
Hang Zou, Qiyang Zhao, Lina Bariah, Mehdi Bennis, Mérouane Debbah
Wireless Multi-Agent Generative AI: From Connected Intelligence to Collective Intelligence. CoRR (2023)
Feyzi Ege Kumec, Aslihan Reyhanoglu, Emrah Kar, Bugra Turan, Sinem Coleri, Mehdi Bennis, Anis Elgabli, Deniz Gündüz, Sercan Karaagac
Federated Learning for Pedestrian Detection in Vehicular Networks. BlackSeaCom (2023)
Charbel Bou Chaaya, Sumudu Samarakoon, Mehdi Bennis
Federated Learning Games for Reconfigurable Intelligent Surfaces via Causal Representations. CoRR (2023)
Nan Li, Mehdi Bennis, Alexandros Iosifidis, Qi Zhang
Spatiotemporal Attention-based Semantic Compression for Real-time Video Recognition. GLOBECOM (Workshops) (2023)
Fouzi Boukhalfa, Réda Alami, Mastane Achab, Eric Moulines, Mehdi Bennis
Deep Reinforcement Learning Algorithms for Hybrid V2X Communication: A Benchmarking Study. CoRR (2023)
Tilahun M. Getu, Walid Saad, Georges Kaddoum, Mehdi Bennis
Performance Limits of a Deep Learning-Enabled Text Semantic Communication under Interference. CoRR (2023)
Zhimin Lu, Yong Xiao, Zijian Sun, Yingyu Li, Guangming Shi, Xianfu Chen, Mehdi Bennis, H. Vincent Poor
Adversarial Learning for Implicit Semantic-Aware Communications. ICC (2023)
Verónica Toro-Betancur, Gopika Premsankar, Chen-Feng Liu, Mariusz Slabicki, Mehdi Bennis, Mario Di Francesco
Learning How to Configure LoRa Networks With No Regret: A Distributed Approach. IEEE Trans. Ind. Informatics 19 (4) (2023)
Jin-Hyun Ahn, Mehdi Bennis, Joonhyuk Kang
Model Compression via Pattern Shared Sparsification in Analog Federated Learning Under Communication Constraints. IEEE Trans. Green Commun. Netw. 7 (1) (2023)
Yong Xiao, Yiwei Liao, Yingyu Li, Guangming Shi, H. Vincent Poor, Walid Saad, Mérouane Debbah, Mehdi Bennis
Reasoning over the Air: A Reasoning-based Implicit Semantic-Aware Communication Framework. CoRR (2023)
Hyowoon Seo, Jihong Park, Mehdi Bennis, Mérouane Debbah
Semantics-Native Communication via Contextual Reasoning. IEEE Trans. Cogn. Commun. Netw. 9 (3) (2023)
Shengli Liu, Guanding Yu, Dingzhu Wen, Xianfu Chen, Mehdi Bennis, Hongyang Chen
Communication and Energy Efficient Decentralized Learning Over D2D Networks. IEEE Trans. Wirel. Commun. 22 (12) (2023)
Zixin Wang, Yong Zhou, Yinan Zou, Qiaochu An, Yuanming Shi, Mehdi Bennis
A Graph Neural Network Learning Approach to Optimize RIS-Assisted Federated Learning. IEEE Trans. Wirel. Commun. 22 (9) (2023)
Salmane Naoumi, Réda Alami, Hakim Hacid, Ebtesam Almazrouei, Mérouane Debbah, Mehdi Bennis, Marwa Chafii
Emergent Communication in Multi-Agent Reinforcement Learning for Flying Base Stations. MeditCom (2023)
Yi Lu, Yanxiang Jiang, Lingling Zhang, Mehdi Bennis, Dusit Niyato, Xiaohu You
Meta Reinforcement Learning-Based Computation Offloading in RIS-Aided MEC-Enabled Cell-Free RAN. ICC (2023)
Nan Li, Mehdi Bennis, Alexandros Iosifidis, Qi Zhang
Spatiotemporal Attention-based Semantic Compression for Real-time Video Recognition. CoRR (2023)
Jihong Park, Jinho Choi, Seong-Lyun Kim, Mehdi Bennis
Enabling the Wireless Metaverse via Semantic Multiverse Communication. SECON (2023)
Abdulmomen Ghalkha, Chaouki Ben Issaid, Anis Elgabli, Mehdi Bennis
DIN: A Decentralized Inexact Newton Algorithm for Consensus Optimization. ICC (2023)
Salwa Mostafa, Mohamed K. Abdel-Aziz, Mehdi Bennis
Cooperative Navigation via Relational Graphs and State Abstraction. IEEE Netw. Lett. 5 (4) (2023)
Tilahun Melkamu Getu, Georges Kaddoum, Mehdi Bennis
Making Sense of Meaning: A Survey on Metrics for Semantic and Goal-Oriented Communication. IEEE Access 11 (2023)
Marwa Chafii, Salmane Naoumi, Réda Alami, Ebtesam Almazrouei, Mehdi Bennis, Mérouane Debbah
Emergent Communication in Multi-Agent Reinforcement Learning for Future Wireless Networks. CoRR (2023)
Won Joon Yun, Yunseok Kwak, Hankyul Baek, Soyi Jung, Mingyue Ji, Mehdi Bennis, Jihong Park, Joongheon Kim
SlimFL: Federated Learning With Superposition Coding Over Slimmable Neural Networks. IEEE/ACM Trans. Netw. 31 (6) (2023)
Andrea Zanella, Sergio Zubelzu, Mehdi Bennis, Martina Capuzzo, Paolo Tarolli
Internet of Things for Hydrology: Potential and Challenges. WONS (2023)
Syed Tamoor-ul-Hassan, Sumudu Samarakoon, Mehdi Bennis, Matti Latva-aho
Latency-Aware Radio Resource Optimization in Learning-Based Cloud-Aided Small Cell Wireless Networks. CoRR (2023)
Tengchan Zeng, Omid Semiari, Walid Saad, Mehdi Bennis
Wireless-Enabled Asynchronous Federated Fourier Neural Network for Turbulence Prediction in Urban Air Mobility (UAM). IEEE Trans. Wirel. Commun. 22 (11) (2023)
Luciano Miuccio, Salvatore Riolo, Mehdi Bennis, Daniela Panno
On Learning Intrinsic Rewards for Faster Multi-Agent Reinforcement Learning based MAC Protocol Design in 6G Wireless Networks. CoRR (2023)
David E. Ruíz-Guirola, Onel L. Alcaraz López, Samuel Montejo Sánchez, Richard Demo Souza, Mehdi Bennis
Performance Analysis of ML-Based MTC Traffic Pattern Predictors. IEEE Wirel. Commun. Lett. 12 (7) (2023)
Jinhyuk Choi, Jihong Park, Seung-Woo Ko, Jinho Choi, Mehdi Bennis, Seong-Lyun Kim
Semantics Alignment via Split Learning for Resilient Multi-User Semantic Communication. CoRR (2023)
Mohamed K. Abdel-Aziz, Mohammed Saad Elbamby, Sumudu Samarakoon, Mehdi Bennis
Cooperative Multi-Agent Learning for Navigation via Structured State Abstraction. CoRR (2023)
Tilahun Melkamu Getu, Georges Kaddoum, Mehdi Bennis
Tutorial-Cum-Survey on Semantic and Goal- Oriented Communication: Research Landscape, Challenges, and Future Directions. CoRR (2023)
Chaouki Ben Issaid, Anis Elgabli, Mehdi Bennis
Local Stochastic ADMM for Communication-Efficient Distributed Learning. WCNC (2022)
Anis Elgabli, Chaouki Ben Issaid, Amrit Singh Bedi, Ketan Rajawat, Mehdi Bennis, Vaneet Aggarwal
FedNew: A Communication-Efficient and Privacy-Preserving Newton-Type Method for Federated Learning. ICML (2022)
Zhiheng Wang, Yanxiang Jiang, Fu-Chun Zheng, Mehdi Bennis, Xiaohu You
Content Popularity Prediction in Fog-RANs: A Clustered Federated Learning Based Approach. CoRR (2022)

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Publication Activity (10 Years)

Top Topics

Top Venues

Mehdi Bennis