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ORCIDMehdi Bennis
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- affiliation (PhD): University of Oulu, Centre for Wireless Communications (CWC), Oulu, Finland
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2020 – today
- 2024
[j210]Tilahun Melkamu Getu
, Georges Kaddoum, Mehdi Bennis:
A Survey on Goal-Oriented Semantic Communication: Techniques, Challenges, and Future Directions. IEEE Access 12: 51223-51274 (2024)- [j209]Xiaonan Liu, Yansha Deng, Arumugam Nallanathan, Mehdi Bennis:
Federated Learning and Meta Learning: Approaches, Applications, and Directions. IEEE Commun. Surv. Tutorials 26(1): 571-618 (2024) - [j208]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): 12631-12648 (2024) - [j207]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): 26366-26383 (2024) - [j206]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: 1026-1028 (2024) - [j205]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): 238-248 (2024) - [j204]Hyowoon Seo, Yoonseong Kang, Mehdi Bennis, Wan Choi:
Bayesian Inverse Contextual Reasoning for Heterogeneous Semantics- Native Communication. IEEE Trans. Commun. 72(2): 830-844 (2024) - [j203]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): 3454-3462 (2024) - [j202]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): 542-558 (2024) - [j201]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): 10446-10451 (2024) - [j200]Tamara Alshammari, Chathuranga Weeraddana, Mehdi Bennis:
BayGO: Decentralized Bayesian Learning and Information-Aware Graph Optimization Framework. IEEE Trans. Signal Process. 72: 2101-2116 (2024) - [j199]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): 3839-3855 (2024) - [j198]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): 7291-7306 (2024) - [j197]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): 10213-10228 (2024) - [j196]Charbel Bou Chaaya, Mehdi Bennis:
RIS Phase Optimization via Generative Flow Networks. IEEE Wirel. Commun. Lett. 13(7): 1988-1992 (2024) - [c229]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: 747-752 - [c228]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: 13506-13510 - [c227]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. ICC 2024: 950-955 - [c226]Jiacheng Yao, Wei Xu, Zhaohui Yang, Xiaohu You, Mehdi Bennis, H. Vincent Poor:
Digital versus Analog Transmissions for Federated Learning over Wireless Networks. ICC 2024: 1047-1052 - [c225]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: 1956-1961 - [c224]Septimia Sarbu, Mateus P. Mota, Mehdi Bennis:
On Scaling Latency-Aware MAC Communication Protocols with a Hierarchical Network Topology. ICC 2024: 2555-2560 - [c223]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. ICC 2024: 2962-2967 - [c222]Salwa Mostafa, Mohammed Saad ElBamby, Mohamed K. Abdel-Aziz, Mehdi Bennis:
Intent Profiling and Translation Through Emergent Communication. ICC 2024: 5281-5286 - [e3]Herwig Unger, Jinseok Chae, Young-Koo Lee, Christian Wagner, Chaokun Wang, Mehdi Bennis, Mahasak Ketcham, Young-Kyoon Suh, Hyuk-Yoon Kwon:
IEEE International Conference on Big Data and Smart Computing, BigComp 2024, Bangkok, Thailand, February 18-21, 2024. IEEE 2024, ISBN 979-8-3503-7002-7 [contents] - [i292]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 abs/2401.07644 (2024) - [i291]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 abs/2401.12624 (2024) - [i290]Salwa Mostafa, Mateus P. Mota, Alvaro Valcarce, Mehdi Bennis:
Emergent Communication Protocol Learning for Task Offloading in Industrial Internet of Things. CoRR abs/2401.12914 (2024) - [i289]Chen-Feng Liu, Nirmal D. Wickramasinghe, Himal A. Suraweera, Mehdi Bennis, Mérouane Debbah:
URLLC-Aware Proactive UAV Placement in Internet of Vehicles. CoRR abs/2401.17451 (2024) - [i288]Salwa Mostafa, Mohammed Saad ElBamby, Mohamed K. Abdel-Aziz, Mehdi Bennis:
Intent Profiling and Translation Through Emergent Communication. CoRR abs/2402.02768 (2024) - [i287]Jiacheng Yao, Wei Xu, Zhaohui Yang, Xiaohu You, Mehdi Bennis, H. Vincent Poor:
Digital versus Analog Transmissions for Federated Learning over Wireless Networks. CoRR abs/2402.09657 (2024) - [i286]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 abs/2402.16631 (2024) - [i285]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 abs/2403.08648 (2024) - [i284]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 abs/2403.17256 (2024) - [i283]Salwa Mostafa, Mateus P. Mota, Alvaro Valcarce, Mehdi Bennis:
Intent-Aware DRL-Based Uplink Dynamic Scheduler for 5G-NR. CoRR abs/2403.18364 (2024) - [i282]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 abs/2405.17759 (2024) - [i281]Abanoub M. Girgis, Alvaro Valcarce, Mehdi Bennis:
Time-Series JEPA for Predictive Remote Control under Capacity-Limited Networks. CoRR abs/2406.04853 (2024) - [i280]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 abs/2406.06655 (2024) - [i279]Vadim K. Weinstein, Tamara Alshammari, Kalle G. Timperi, Mehdi Bennis, Steven M. LaValle:
An Internal Model Principle For Robots. CoRR abs/2406.11237 (2024) - [i278]Rasika Vijithasena, Rafaela Scaciota, Mehdi Bennis, Sumudu Samarakoon:
Resource Optimization for Tail-Based Control in Wireless Networked Control Systems. CoRR abs/2406.14301 (2024) - [i277]H. P. Madushanka, Rafaela Scaciota, Sumudu Samarakoon, Mehdi Bennis:
Real-Time Remote Control via VR over Limited Wireless Connectivity. CoRR abs/2406.17420 (2024) - [i276]Kalpana Ranasinghe, H. P. Madushanka, Rafaela Scaciota, Sumudu Samarakoon, Mehdi Bennis:
Maze Discovery using Multiple Robots via Federated Learning. CoRR abs/2407.01596 (2024) - [i275]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 abs/2407.03566 (2024) - [i274]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 abs/2407.10186 (2024) - [i273]Guojun Huang, Jiancheng An, Zhaohui Yang, Lu Gan, Mehdi Bennis, Mérouane Debbah:
Stacked Intelligent Metasurfaces for Task-Oriented Semantic Communications. CoRR abs/2407.15053 (2024) - [i272]Seungeun Oh, Sihun Baek, Jihong Park, Hyelin Nam, Praneeth Vepakomma, Ramesh Raskar, Mehdi Bennis, Seong-Lyun Kim:
Privacy-Preserving Split Learning with Vision Transformers using Patch-Wise Random and Noisy CutMix. CoRR abs/2408.01040 (2024) - 2023
- [j195]Tilahun Melkamu Getu, Georges Kaddoum, Mehdi Bennis:
Making Sense of Meaning: A Survey on Metrics for Semantic and Goal-Oriented Communication. IEEE Access 11: 45456-45492 (2023) - [j194]Andrea Zanella, Sergio Zubelzu, Mehdi Bennis:
Sensor Networks, Data Processing, and Inference: The Hydrology Challenge. IEEE Access 11: 107823-107842 (2023) - [j193]Salwa Mostafa, Mohamed K. Abdel-Aziz, Mehdi Bennis:
Cooperative Navigation via Relational Graphs and State Abstraction. IEEE Netw. Lett. 5(4): 184-188 (2023) - [j192]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): 18-24 (2023) - [j191]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): 2670-2686 (2023) - [j190]Hyowoon Seo, Jihong Park, Mehdi Bennis, Mérouane Debbah:
Semantics-Native Communication via Contextual Reasoning. IEEE Trans. Cogn. Commun. Netw. 9(3): 604-617 (2023) - [j189]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): 629-646 (2023) - [j188]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): 248-264 (2023) - [j187]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): 298-312 (2023) - [j186]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): 5633-5644 (2023) - [j185]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): 2499-2514 (2023) - [j184]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): 3647-3662 (2023) - [j183]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): 257-269 (2023) - [j182]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): 1992-2007 (2023) - [j181]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): 6092-6106 (2023) - [j180]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): 7902-7916 (2023) - [j179]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): 9549-9563 (2023) - [j178]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): 9732-9745 (2023) - [j177]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): 74-75 (2023) - [j176]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): 1144-1148 (2023) - [c221]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: 150-154 - [c220]Nan Li, Mehdi Bennis, Alexandros Iosifidis, Qi Zhang:
Spatiotemporal Attention-based Semantic Compression for Real-time Video Recognition. GLOBECOM (Workshops) 2023: 1603-1608 - [c219]Qiyang Zhao, Hang Zou, Mehdi Bennis, Mérouane Debbah, Ebtesam Almazrouei, Faouzi Bader:
Joint Semantic-Native Communication and Inference via Minimal Simplicial Structures. GLOBECOM 2023: 2233-2238 - [c218]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: 4534-4539 - [c217]Charbel Bou Chaaya, Sumudu Samarakoon, Mehdi Bennis:
Federated Learning Games for Reconfigurable Intelligent Surfaces via Causal Representations. GLOBECOM 2023: 6567-6572 - [c216]Salwa Mostafa, Mateus P. Mota, Alvaro Valcarce, Mehdi Bennis:
Emergent Communication Protocol Learning for Task Offloading in Industrial Internet of Things. GLOBECOM 2023: 7055-7060 - [c215]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: 466-471 - [c214]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: 4063-4069 - [c213]Abdulmomen Ghalkha, Chaouki Ben Issaid, Anis Elgabli, Mehdi Bennis:
DIN: A Decentralized Inexact Newton Algorithm for Consensus Optimization. ICC 2023: 4391-4396 - [c212]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: 5370-5376 - [c211]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: 133-138 - [c210]Malith Gallage, Rafaela Scaciota, Sumudu Samarakoon, Mehdi Bennis:
A Simplified Intelligent Autonomous Obstacle Bypassing Method for Mobile Robots. MobiCom 2023: 96:1-96:3 - [c209]Malith Gallage, Rafaela Scaciota, Sumudu Samarakoon, Mehdi Bennis:
Artifact: Codesign of Edge Intelligence and Automated Guided Vehicle Control. PerCom Workshops 2023: 5-6 - [c208]Malith Gallage, Rafaela Scaciota, Sumudu Samarakoon, Mehdi Bennis:
Codesign of Edge Intelligence and Automated Guided Vehicle Control. PerCom Workshops 2023: 285-287 - [c207]Jia Guo, Mehdi Bennis, Chenyang Yang:
Precoder and Detector Learning for Vision-based mmWave Received Power Prediction. PIMRC 2023: 1-6 - [c206]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: 1-3 - [c205]Jihong Park, Jinho Choi, Seong-Lyun Kim, Mehdi Bennis:
Enabling the Wireless Metaverse via Semantic Multiverse Communication. SECON 2023: 85-90 - [c204]Mounssif Krouka, Anis Elgabli, Chaouki Ben Issaid, Mehdi Bennis:
Communication-Efficient Second-Order Newton-Type Approach for Decentralized Learning. WCNC 2023: 1-7 - [c203]Andrea Zanella, Sergio Zubelzu, Mehdi Bennis, Martina Capuzzo, Paolo Tarolli:
Internet of Things for Hydrology: Potential and Challenges. WONS 2023: 114-121 - [i271]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 abs/2301.11589 (2023) - [i270]Tilahun Melkamu Getu, Walid Saad, Georges Kaddoum, Mehdi Bennis:
Performance Limits of a Deep Learning-Enabled Text Semantic Communication under Interference. CoRR abs/2302.14702 (2023) - [i269]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 abs/2302.14765 (2023) - [i268]Malith Gallage, Rafaela Scaciota, Sumudu Samarakoon, Mehdi Bennis:
Codesign of Edge Intelligence and Automated Guided Vehicle Control. CoRR abs/2305.09788 (2023) - [i267]Nan Li, Mehdi Bennis, Alexandros Iosifidis, Qi Zhang:
Spatiotemporal Attention-based Semantic Compression for Real-time Video Recognition. CoRR abs/2305.12796 (2023) - [i266]Charbel Bou Chaaya, Sumudu Samarakoon, Mehdi Bennis:
Federated Learning Games for Reconfigurable Intelligent Surfaces via Causal Representations. CoRR abs/2306.01306 (2023) - [i265]Hyowoon Seo, Yoonseong Kang, Mehdi Bennis, Wan Choi:
Bayesian Inverse Contextual Reasoning for Heterogeneous Semantics-Native Communication. CoRR abs/2306.06403 (2023) - [i264]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 abs/2306.11229 (2023) - [i263]Mohamed K. Abdel-Aziz, Mohammed Saad ElBamby, Sumudu Samarakoon, Mehdi Bennis:
Cooperative Multi-Agent Learning for Navigation via Structured State Abstraction. CoRR abs/2306.11336 (2023) - [i262]Hang Zou, Qiyang Zhao, Lina Bariah, Mehdi Bennis, Mérouane Debbah:
Wireless Multi-Agent Generative AI: From Connected Intelligence to Collective Intelligence. CoRR abs/2307.02757 (2023) - [i261]Tilahun Melkamu Getu, Georges Kaddoum, Mehdi Bennis:
Tutorial-Cum-Survey on Semantic and Goal- Oriented Communication: Research Landscape, Challenges, and Future Directions. CoRR abs/2308.01913 (2023) - [i260]Qiyang Zhao, Hang Zou, Mehdi Bennis, Mérouane Debbah, Ebtesam Almazrouei, Faouzi Bader:
Joint Semantic-Native Communication and Inference via Minimal Simplicial Structures. CoRR abs/2308.16789 (2023) - [i259]Marwa Chafii, Salmane Naoumi, Réda Alami, Ebtesam Almazrouei, Mehdi Bennis, Mérouane Debbah:
Emergent Communication in Multi-Agent Reinforcement Learning for Future Wireless Networks. CoRR abs/2309.06021 (2023) - [i258]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 abs/2309.11127 (2023) - [i257]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 abs/2309.11892 (2023) - [i256]Fouzi Boukhalfa, Réda Alami, Mastane Achab, Eric Moulines, Mehdi Bennis:
Deep Reinforcement Learning Algorithms for Hybrid V2X Communication: A Benchmarking Study. CoRR abs/2310.03767 (2023) - [i255]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 abs/2310.09394 (2023) - [i254]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 abs/2310.09506 (2023) - [i253]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 abs/2312.07362 (2023) - [i252]Mohamed Badi, Chaouki Ben Issaid, Anis Elgabli, Mehdi Bennis:
Balancing Energy Efficiency and Distributional Robustness in Over-the-Air Federated Learning. CoRR abs/2312.14638 (2023) - 2022
- [j175]Cheng Chen, Takayuki Nishio, Mehdi Bennis, Jihong Park:
RF-Inpainter: Multimodal Image Inpainting Based on Vision and Radio Signals. IEEE Access 10: 110689-110700 (2022) - [j174]Mohammad Mahdi Azari, Sourabh Solanki, Symeon Chatzinotas, Mehdi Bennis:
THz-Empowered UAVs in 6G: Opportunities, Challenges, and Trade-offs. IEEE Commun. Mag. 60(5): 24-30 (2022) - [j173]Christina Chaccour, Mehdi Naderi Soorki, Walid Saad, Mehdi Bennis, Petar Popovski, Mérouane Debbah:
Seven Defining Features of Terahertz (THz) Wireless Systems: A Fellowship of Communication and Sensing. IEEE Commun. Surv. Tutorials 24(2): 967-993 (2022) - [j172]Christina Chaccour, Mehdi Naderi Soorki,