Mehdi Bennis
- Advances and Open Problems in Federated Learning
2020/12/02 by Peter Kairouz, H. Brendan McMahan, Brendan Avent +56 · 194 citations
Computer Science · #Cryptography and Data Security #Mobile Crowdsensing and Crowdsourcing #Privacy-Preserving Technologies in Data
- A Vision of 6G Wireless Systems: Applications, Trends, Technologies, and Open Research Problems
2019/02/26 by Walid Saad, Mehdi Bennis, Saad, Walid +3 · 73 citations
Engineering · #Advanced MIMO Systems Optimization #Advanced Wireless Communication Technologies #Energy Harvesting in Wireless Networks #FOS: Computer and information sciences #Information Theory (cs.IT) #Networking and Internet Architecture (cs.NI)
- Ultrareliable and Low-Latency Wireless Communication: Tail, Risk, and Scale
2018/09/26 by Mehdi Bennis, Merouane Debbah, Mérouane Debbah +1 · 38 citations
Engineering · #Wireless Communication Security Techniques #Advanced MIMO Systems Optimization #Energy Harvesting in Wireless Networks
- A Tutorial on UAVs for Wireless Networks: Applications, Challenges, and\n Open Problems
2018/03/01 by Mohammad Mozaffari, Mozaffari, Mohammad, Walid Saad +7 · 20 citations
Computer Science · Engineering · #Advanced Wireless Communication Technologies #Distributed Control Multi-Agent Systems #FOS: Computer and information sciences #Information Theory (cs.IT) #UAV Applications and Optimization
- Distributed Learning in Wireless Networks: Recent Progress and Future Challenges
2021/04/05 by Mingzhe Chen, Denız Gündüz, Chen, Mingzhe +11 · 13 citations
Computer Science · Engineering · #Privacy-Preserving Technologies in Data #Wireless Communication Security Techniques #Indoor and Outdoor Localization Technologies
- Blockchained On-Device Federated Learning
2018/08/12 by Hyesung Kim, Kim, Hyesung, Jihong Park +5 · 4 citations
Computer Science · #Age of Information Optimization #FOS: Computer and information sciences #Information Theory (cs.IT) #Networking and Internet Architecture (cs.NI) #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
- Stacked Intelligent Metasurfaces for Wireless Communications: Applications and Challenges
2024/07/04 by Hao Liu, Liu, Hao, Jiancheng An +13 · 9 citations
Engineering · #Antenna Design and Analysis #Energy Harvesting in Wireless Networks #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Information Theory (cs.IT) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Pervasive Machine Learning for Smart Radio Environments Enabled by Reconfigurable Intelligent Surfaces
2022/05/08 by George C. Alexandropoulos, Alexandropoulos, George C., Kyriakos Stylianopoulos +9 · 6 citations
Engineering · #Advanced Wireless Communication Technologies #Emerging Technologies (cs.ET) #Energy Harvesting in Wireless Networks #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Information Theory (cs.IT) #Machine Learning (cs.LG) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Cellular-Connected Wireless Virtual Reality: Requirements, Challenges, and Solutions
2020/01/13 by Fenghe Hu, Yansha Deng, Hu, Fenghe +7 · 4 citations
Computer Science · Engineering · #Image and Video Quality Assessment #Telecommunications and Broadcasting Technologies #Opportunistic and Delay-Tolerant Networks
- Seven Defining Features of Terahertz (THz) Wireless Systems: A Fellowship of Communication and Sensing
2021/02/15 by Christina Chaccour, Chaccour, Christina, Mehdi Naderi Soorki +9 · 4 citations
Engineering · #FOS: Computer and information sciences #Information Theory (cs.IT) #Microwave Engineering and Waveguides #Millimeter-Wave Propagation and Modeling #Terahertz technology and applications
- Stacked Intelligent Metasurfaces for Task-Oriented Semantic Communications
2024/07/21 by Guojun Huang, Jiancheng An, Huang, Guojun +9 · 7 citations
Engineering · #Robotics and Automated Systems #Modular Robots and Swarm Intelligence
- Matching theory for future wireless networks: fundamentals and applications
2015/05/01 by Yunan Gu, Walid Saad, Mehdi Bennis +2 · 2 citations
- Toward Interconnected Virtual Reality: Opportunities, Challenges, and Enablers
2017/01/01 by Ejder Bastug, Mehdi Bennis, Muriel Medard +1 · 2 citations
- Wireless Communication using Unmanned Aerial Vehicles (UAVs): Optimal\n Transport Theory for Hover Time Optimization
2017/04/16 by Mohammad Mozaffari, Walid Saad, Mozaffari, Mohammad +5 · 2 citations
Engineering · Computer Science · #UAV Applications and Optimization #Cooperative Communication and Network Coding #Distributed Control Multi-Agent Systems
- Latency-Aware Generative Semantic Communications with Pre-Trained Diffusion Models
2024/03/25 by Li Qiao, Qiao, Li, Mahdi Boloursaz Mashhadi +9 · 5 citations
Computer Science · #Semantic Web and Ontologies
- FedNew: A Communication-Efficient and Privacy-Preserving Newton-Type Method for Federated Learning
2022/06/17 by Anis Elgabli, Elgabli, Anis, Chaouki Ben Issaid +9 · 3 citations
Computer Science · Engineering · #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel #Privacy-Preserving Technologies in Data #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- Slimmable Quantum Federated Learning
2022/07/20 by Won Joon Yun, Jae Pyoung Kim, Yun, Won Joon +9 · 3 citations
Computer Science · Physics and Astronomy · #Neural Networks and Reservoir Computing #Quantum Computing Algorithms and Architecture #Quantum and electron transport phenomena
- Wireless Edge Computing With Latency and Reliability Guarantees
2019/08/01 by Mohammed S. Elbamby, Cristina Perfecto, Chen-Feng Liu +5 · 6 citations
Computer Science · #IoT and Edge/Fog Computing #Age of Information Optimization #Opportunistic and Delay-Tolerant Networks
- Token Communications: A Large Model-Driven Framework for Cross-modal Context-aware Semantic Communications
2025/02/17 by Qiao Li, Qiao, Li, Mahdi Boloursaz Mashhadi +9 · 9 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Multimedia (cs.MM) #Semantic Web and Ontologies #Signal Processing (eess.SP) #Speech and dialogue systems #electronic engineering #information engineering
- Intelligent Resource Slicing for eMBB and URLLC Coexistence in 5G and\n Beyond: A Deep Reinforcement Learning Based Approach
2020/03/17 by Madyan Alsenwi, Nguyen H. Tran, Alsenwi, Madyan +9 · 2 citations
Engineering · #Advanced Wireless Communication Technologies #Advanced MIMO Systems Optimization #Wireless Communication Security Techniques
- XOR Mixup: Privacy-Preserving Data Augmentation for One-Shot Federated Learning
2020/06/09 by MyungJae Shin, Shin, MyungJae, Chihoon Hwang +9 · 2 citations
Computer Science · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Privacy-Preserving Technologies in Data #Signal Processing (eess.SP) #electronic engineering #information engineering
- Federated Knowledge Distillation
2020/11/04 by Hyowoon Seo, Jihong Park, Seo, Hyowoon +7 · 2 citations
Computer Science · #Distributed #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning and ELM #Networking and Internet Architecture (cs.NI) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- Performance Optimization in Mobile-Edge Computing via Deep Reinforcement Learning
2018/03/25 by Xianfu Chen, Chen, Xianfu, Honggang Zhang +9 · 2 citations
Computer Science · Engineering · #Age of Information Optimization #Energy Harvesting in Wireless Networks #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Networking and Internet Architecture (cs.NI)
- Robust Blockchained Federated Learning with Model Validation and Proof-of-Stake Inspired Consensus
2021/01/09 by Hang Chen, Syed Ali Asif, Chen, Hang +7 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Cryptography and Data Security #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Parallel #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques #and Cluster Computing (cs.DC)
- Learning Emergent Random Access Protocol for LEO Satellite Networks
2021/12/03 by Ju-Hyung Lee, Hyowoon Seo, Lee, Ju-Hyung +7 · 2 citations
Computer Science · Engineering · #Age of Information Optimization #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Satellite Communication Systems
- Joint Sensing and Communication for Situational Awareness in Wireless THz Systems
2021/11/28 by Christina Chaccour, Chaccour, Christina, Walid Saad +7 · 2 citations
Engineering · #Advanced Wireless Communication Technologies #FOS: Computer and information sciences #FOS: Electrical engineering #Indoor and Outdoor Localization Technologies #Information Theory (cs.IT) #Millimeter-Wave Propagation and Modeling #Networking and Internet Architecture (cs.NI) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Fast MIMO Beamforming via Deep Reinforcement Learning for High Mobility mmWave Connectivity
2022/01/01 by Mahdi Fozi, Ahmad R. Sharafat, Mehdi Bennis · 2 citations
- Wireless-Enabled Asynchronous Federated Fourier Neural Network for Turbulence Prediction in Urban Air Mobility (UAM)
2021/12/26 by Tengchan Zeng, Omid Semiari, Zeng, Tengchan +5 · 2 citations
Engineering · #Air Traffic Management and Optimization #Aerospace and Aviation Technology #Aerodynamics and Fluid Dynamics Research
- Wireless Federated Learning over Resource-Constrained Networks: Digital versus Analog Transmissions
2024/05/28 by Jiacheng Yao, Wei Xu, Yao, Jiacheng +9 · 3 citations
Computer Science · #Cooperative Communication and Network Coding #Energy Efficient Wireless Sensor Networks #FOS: Computer and information sciences #Information Theory (cs.IT) #Wireless Networks and Protocols
- Phase Configuration Learning in Wireless Networks with Multiple\n Reconfigurable Intelligent Surfaces
2020/10/09 by George C. Alexandropoulos, Alexandropoulos, George C., Sumudu Samarakoon +5 · 2 citations
Engineering · #Advanced Wireless Communication Technologies #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #Indoor and Outdoor Localization Technologies #Information Theory (cs.IT) #Machine Learning (cs.LG) #Underwater Vehicles and Communication Systems
- Making Sense of Meaning: A Survey on Metrics for Semantic and Goal-Oriented Communication
2023/03/20 by Tilahun M. Getu, Georges Kaddoum, Getu, Tilahun M. +3 · 2 citations
Computer Science · Engineering · #FOS: Electrical engineering #IoT and Edge/Fog Computing #Molecular Communication and Nanonetworks #Signal Processing (eess.SP) #Wireless Signal Modulation Classification #electronic engineering #information engineering
- Dynamic Clustering and User Association in Wireless Small Cell Networks with Social Considerations
2016/12/28 by Muhammad Ikram Ashraf, Mehdi Bennis, Ashraf, Muhammad Ikram +7 · 1 citation
Engineering · Computer Science · #Advanced MIMO Systems Optimization #Cooperative Communication and Network Coding #ICT Impact and Policies
- Emergent Communication in Multi-Agent Reinforcement Learning for Future Wireless Networks
2023/09/12 by Marwa Chafii, Chafii, Marwa, Salmane Naoumi +9 · 2 citations
Engineering · #Advanced MIMO Systems Optimization #Energy Harvesting in Wireless Networks #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #Signal Processing (eess.SP) #electronic engineering #information engineering
- Optimized Computation Offloading Performance in Virtual Edge Computing Systems via Deep Reinforcement Learning
2018/05/16 by Xianfu Chen, Honggang Zhang, Chen, Xianfu +9 · 1 citation
Computer Science · Engineering · #Age of Information Optimization #Artificial Intelligence (cs.AI) #Energy Harvesting in Wireless Networks #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Distilling On-Device Intelligence at the Network Edge
2019/08/16 by Jihong Park, Park, Jihong, Shiqiang Wang +15 · 1 citation
Computer Science · #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Mobile Crowdsensing and Crowdsourcing #Networking and Internet Architecture (cs.NI) #Privacy-Preserving Technologies in Data #Signal Processing (eess.SP) #electronic engineering #information engineering
- Age of Information-Aware Radio Resource Management in Vehicular Networks: A Proactive Deep Reinforcement Learning Perspective
2019/08/06 by Xianfu Chen, Celimuge Wu, Chen, Xianfu +11 · 1 citation
Computer Science · Engineering · #Age of Information Optimization #Artificial Intelligence (cs.AI) #Electric Vehicles and Infrastructure #FOS: Computer and information sciences #IoT Networks and Protocols #Machine Learning (cs.LG)
- Reflections in the Sky: Millimeter Wave Communication with UAV-Carried\n Intelligent Reflectors
2019/08/08 by Qianqian Zhang, Saad Walid, Zhang, Qianqian +3 · 1 citation
Engineering · #Advanced Wireless Communication Technologies #FOS: Computer and information sciences #FOS: Electrical engineering #Information Theory (cs.IT) #Millimeter-Wave Propagation and Modeling #Networking and Internet Architecture (cs.NI) #Signal Processing (eess.SP) #UAV Applications and Optimization #electronic engineering #information engineering
- Distributed Conditional Generative Adversarial Networks (GANs) for Data-Driven Millimeter Wave Communications in UAV Networks
2021/02/02 by Qianqian Zhang, Aidin Ferdowsi, Zhang, Qianqian +5 · 2 citations
Engineering · #Millimeter-Wave Propagation and Modeling #UAV Applications and Optimization #Antenna Design and Optimization
- Communication-Efficient Multimodal Split Learning for mmWave Received Power Prediction
2020/03/02 by Yusuke Koda, Koda, Yusuke, Jihong Park +9 · 1 citation
Computer Science · Engineering · #FOS: Computer and information sciences #Microwave Engineering and Waveguides #Millimeter-Wave Propagation and Modeling #Networking and Internet Architecture (cs.NI) #Wireless Signal Modulation Classification
- Deep Learning Assisted CSI Estimation for Joint URLLC and eMBB Resource\n Allocation
2020/03/12 by Hamza Khan, Khan, Hamza, M. Majid Butt +7 · 1 citation
Engineering · #Advanced MIMO Systems Optimization #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Millimeter-Wave Propagation and Modeling #Networking and Internet Architecture (cs.NI) #Signal Processing (eess.SP) #Telecommunications and Broadcasting Technologies #electronic engineering #information engineering
- Learning Latent Wireless Dynamics from Channel State Information
2024/09/16 by Charbel Bou Chaaya, Abanoub M. Girgis, Chaaya, Charbel Bou +3 · 2 citations
Computer Science · Engineering · #Speech and Audio Processing #Indoor and Outdoor Localization Technologies #Advanced Adaptive Filtering Techniques
- Attention-based Reinforcement Learning for Real-Time UAV Semantic\n Communication
2021/05/22 by Won Joon Yun, Byungju Lim, Yun, Won Joon +11 · 1 citation
Computer Science · Engineering · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multiagent Systems (cs.MA) #UAV Applications and Optimization #Video Surveillance and Tracking Methods
- Semantics-Native Communication with Contextual Reasoning
2021/08/12 by Hyowoon Seo, Jihong Park, Seo, Hyowoon +5 · 1 citation
Computer Science · Biochemistry, Genetics and Molecular Biology · Engineering · #Wireless Signal Modulation Classification #DNA and Biological Computing #Robotics and Automated Systems
- THz-Empowered UAVs in 6G: Opportunities, Challenges, and Trade-Offs
2022/01/13 by Mohammad Mahdi Azari, Azari, M. Mahdi, Sourabh Solanki +5 · 1 citation
Engineering · #Millimeter-Wave Propagation and Modeling #UAV Applications and Optimization #Terahertz technology and applications
- Can Terahertz Provide High-Rate Reliable Low Latency Communications for\n Wireless VR?
2020/04/30 by Christina Chaccour, Chaccour, Christina, Mehdi Naderi Soorki +7 · 1 citation
Engineering · #Millimeter-Wave Propagation and Modeling #Wireless Body Area Networks #Advanced MIMO Systems Optimization
- Quantum Federated Learning with Entanglement Controlled Circuits and Superposition Coding
2022/12/04 by Won Joon Yun, Yun, Won Joon, Jae Pyoung Kim +11 · 1 citation
Computer Science · #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Neural Networks and Reservoir Computing #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph) #Stochastic Gradient Optimization Techniques
- MIRA: A Method of Federated MultI-Task Learning for LaRge LAnguage Models
2024/10/20 by Ahmed Elbakary, Chaouki Ben Issaid, Elbakary, Ahmed +7 · 2 citations
Computer Science · #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Recommender Systems and Techniques #Speech Recognition and Synthesis #Speech and dialogue systems #and Cluster Computing (cs.DC)
- Towards Semantic Communication Protocols for 6G: From Protocol Learning to Language-Oriented Approaches
2023/10/14 by Jihong Park, Seung‐Woo Ko, Park, Jihong +7 · 1 citation
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Information Theory (cs.IT) #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Wireless Signal Modulation Classification
- Predictive Closed-Loop Remote Control over Wireless Two-Way Split Koopman Autoencoder
2022/09/14 by Abanoub M. Girgis, Girgis, Abanoub M., Hyowoon Seo +7 · 1 citation
Computer Science · Engineering · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Information Theory (cs.IT) #Neural Networks and Reservoir Computing #Non-Invasive Vital Sign Monitoring
- Time-triggered Federated Learning over Wireless Networks
2022/04/26 by Xiaokang Zhou, Zhou, Xiaokang, Yansha Deng +7 · 1 citation
Computer Science · #Privacy-Preserving Technologies in Data #Wireless Networks and Protocols #Cooperative Communication and Network Coding
- Knowledge Distillation from Language-Oriented to Emergent Communication for Multi-Agent Remote Control
2024/01/23 by Yong-Jun Kim, Kim, Yongjun, Sejin Seo +9 · 1 citation
Computer Science · Engineering · #Age of Information Optimization #Artificial Intelligence (cs.AI) #Energy Harvesting in Wireless Networks #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Underwater Vehicles and Communication Systems
- Reasoning over the Air: A Reasoning-based Implicit Semantic-Aware Communication Framework
2023/06/20 by Yong Xiao, Xiao, Yong, Yiwei Liao +13 · 1 citation
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Networking and Internet Architecture (cs.NI) #Robotics and Automated Systems #Speech and dialogue systems #Wireless Signal Modulation Classification
- Generative Semantic Communication via Textual Prompts: Latency Performance Tradeoffs
2024/09/15 by Mengmeng Ren, Ren, Mengmeng, Li Qiao +15 · 1 citation
Computer Science · #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #Information Theory (cs.IT) #Natural Language Processing Techniques #Speech and dialogue systems #Topic Modeling
- Electromagnetic Neural Network for Direction-of-Arrival Estimation
2026/07/25 by Shining Lin, Jiancheng An, Lu Gan +4
#cs.IT #eess.SP #math.IT