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ORCIDWalid Saad 0001
Person information
- affiliation: Virginia Tech, Wireless@VT, Department of Electrical and Computer Engineering, Arlington, VA, USA
- affiliation (former): University of Miami, Coral Gables, FL, USA
- affiliation (former): Princeton University, NJ, USA
- affiliation (PhD 2010): University of Oslo, Kjeller, Norway
- affiliation (former): American University of Beirut, Lebanon
Other persons with the same name
- Walid Saad 0002 — University of Tunis, LATICE, Tunisia
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2020 – today
- 2026
[j310]Tingyu Shui
, Walid Saad, Ye Hu, Mingzhe Chen:
Resilient Vehicular Communications Under Imperfect Channel State Information. IEEE Trans. Wirel. Commun. 25: 6442-6459 (2026)- 2025
- [j309]Omar Hashash, Christina Chaccour, Walid Saad, Tao Yu, Kei Sakaguchi, Mérouane Debbah:
The Seven Worlds and Experiences of the Wireless Metaverse: Challenges and Opportunities. IEEE Commun. Mag. 63(2): 120-127 (2025) - [j308]Christina Chaccour, Walid Saad, Mérouane Debbah, Zhu Han, H. Vincent Poor:
Less Data, More Knowledge: Building Next-Generation Semantic Communication Networks. IEEE Commun. Surv. Tutorials 27(1): 37-76 (2025) - [j307]Cheonyong Kim, Walid Saad, Jonghun Han, Tao Yu, Kei Sakaguchi, Minchae Jung:
Real-Time Task Scheduling With Fairness in Digital Twin Systems. IEEE Internet Things J. 12(7): 7846-7862 (2025) - [j306]Nway Nway Ei, Pyae Sone Aung, Zhu Han, Walid Saad, Choong Seon Hong:
Deep-Reinforcement-Learning-Based Resource Management for Task Offloading in Integrated Terrestrial and Nonterrestrial Networks. IEEE Internet Things J. 12(9): 11977-11993 (2025) - [j305]Yingyu Li, Anqi Huang, Yong Xiao, Xiaohu Ge, Guangming Shi, Walid Saad:
Distributed Network Slicing for Time-Sensitive Edge Learning in Edge Computing-Supported IoT Networks. IEEE Internet Things J. 12(24): 53593-53609 (2025) - [j304]Mahdi Chehimi, Kenneth Goodenough, Walid Saad, Don Towsley, Tony X. Zhou:
Entanglement Distribution Delay Optimization in Quantum Networks With Distillation. IEEE J. Sel. Areas Commun. 43(5): 1871-1886 (2025) - [j303]Md. Shirajum Munir, Sravanthi Proddatoori, Manjushree Muralidhara, Trinidad Mario Dena, Walid Saad, Zhu Han, Sachin Shetty:
A Trust-By-Learning Framework for Secure 6G Wireless Networks Under Native Generative AI Attacks. IEEE Open J. Commun. Soc. 6: 6045-6065 (2025) - [j302]Anoop A, Christo Kurisummoottil Thomas, Kala S, J. V. Bibal Benifa, Walid Saad:
Dual-mode Index Modulation based on Affine Frequency Division Multiplexing. Phys. Commun. 70: 102628 (2025) - [j301]Yuanjian Li, A. S. Madhukumar, Tan Zheng Hui Ernest, Gan Zheng, Walid Saad, A. Hamid Aghvami:
Energy-Efficient UAV-Driven Multi-Access Edge Computing: A Distributed Many-Agent Perspective. IEEE Trans. Commun. 73(9): 8405-8420 (2025) - [j300]Kairong Ma, Yao Sun, Shuheng Hua, Muhammad Ali Imran, Walid Saad:
A Unified Learning-Based Optimization Framework for 0-1 Mixed Problems in Wireless Networks. IEEE Trans. Commun. 73(12): 14503-14516 (2025) - [j299]Aladin Djuhera, Vlad-Costin Andrei, Xinyang Li, Ullrich J. Mönich, Holger Boche, Walid Saad:
R-SFLLM: Jamming Resilient Framework for Split Federated Learning With Large Language Models. IEEE Trans. Inf. Forensics Secur. 20: 8296-8311 (2025) - [j298]Mehdi Naderi Soorki, Hossein Aghajari, Sajad Ahmadinabi, Hamed Bakhtiari Babadegani, Christina Chaccour, Walid Saad:
Catch Me If You Can: Deep Meta-RL for Search-and-Rescue Using LoRa UAV Networks. IEEE Trans. Mob. Comput. 24(2): 763-778 (2025) - [j297]Yu Min Park, Sheikh Salman Hassan, Yan Kyaw Tun, Eui-Nam Huh, Walid Saad, Choong Seon Hong:
Design Optimization of NOMA Aided Multi-STAR-RIS for Indoor Environments: A Convex Approximation Imitated Reinforcement Learning Approach. IEEE Trans. Mob. Comput. 24(9): 7929-7946 (2025) - [j296]Rashed Shelim, Shengzhe Xu, Walid Saad, Naren Ramakrishnan:
Is isotropy a good proxy for generalization in time series forecasting with transformers? Trans. Mach. Learn. Res. 2025 (2025) - [j295]Jalal Jalali, Hina Tabassum, Jeroen Famaey, Walid Saad, Murat Uysal:
Placement, Orientation, and Resource Allocation Optimization for Cell-Free OIRS-Aided OWC Network. IEEE Trans. Veh. Technol. 74(6): 10011-10016 (2025) - [j294]Hyeonsu Kim, Pyae Sone Aung, Md. Shirajum Munir, Walid Saad, Choong Seon Hong:
Cooperative Urban Air Mobility Trajectory Design for Power and AoI Optimization: A Multi-Agent Reinforcement Learning Approach. IEEE Trans. Veh. Technol. 74(9): 14799-14804 (2025) - [j293]Chandan Kumar Sheemar, Christo Kurisummoottil Thomas, George C. Alexandropoulos, Jorge Querol, Symeon Chatzinotas, Walid Saad:
Joint Holographic Beamforming and User Scheduling With Individual QoS Constraints. IEEE Trans. Veh. Technol. 74(10): 15963-15977 (2025) - [j292]Mahdi Chehimi, Mohamed Elhattab, Walid Saad, Gayane Vardoyan, Nitish K. Panigrahy, Chadi Assi, Don Towsley:
Reconfigurable Intelligent Surface (RIS)-Assisted Entanglement Distribution in FSO Quantum Networks. IEEE Trans. Wirel. Commun. 24(4): 3132-3148 (2025) - [j291]Chengsi Liang, Yao Sun, Christo Kurisummoottil Thomas, Lina S. Mohjazi, Walid Saad:
Semantic Communication for the Internet of Sounds: Architecture, Design Principles, and Challenges. IEEE Wirel. Commun. 32(5): 188-195 (2025) - [j290]Po-Heng Chou, Bo-Ren Zheng, Wan-Jen Huang, Walid Saad, Yu Tsao, Ronald Y. Chang:
Deep Reinforcement Learning-Based Precoding for Multi-RIS-Aided Multiuser Downlink Systems With Practical Phase Shift. IEEE Wirel. Commun. Lett. 14(1): 23-27 (2025) - [c298]Saeed Mohseni-Sehdeh, Walid Saad, Kei Sakaguchi, Tao Yu:
Causal Digital Twins for Physical System Control. CISS 2025: 1-6 - [c297]Aladin Djuhera, Vlad-Costin Andrei, Mohsen Pourghasemian, Haris Gacanin, Holger Boche, Walid Saad:
R-MTLLMF: Resilient Multi-Task Large Language Model Fusion at the Wireless Edge. ICC 2025: 1554-1559 - [c296]Andrew Neeser, Christo Kurisummoottil Thomas, Shengzhe Xu, Naren Ramakrishnan, Walid Saad:
Wireless Knowledge Grounding in Smaller Llms Using Retrieval Augmented Generation and Fine-Tuning. ICC 2025: 1572-1577 - [c295]Avi Deb Raha, Apurba Adhikary, Mrityunjoy Gain, Yu Min Park, Walid Saad, Choong Seon Hong:
DD-JSCC: Dynamic Deep Joint Source-Channel Coding for Semantic Communications. ICC 2025: 3754-3759 - [c294]Tingyu Shui, Walid Saad, Mingzhe Chen:
A Resilience Perspective on C-V2X Communication Networks Under Imperfect CSI. ICC 2025: 4339-4344 - [c293]Alexander C. DeRieux, Walid Saad:
eQMARL: Entangled Quantum Multi-Agent Reinforcement Learning for Distributed Cooperation over Quantum Channels. ICLR 2025 - [c292]Yixin Zhang, Walid Saad, Wenchi Cheng:
Neuro-Symbolic Rule-Assisted Deep Reinforcement Learning for AoI Minimization in Wireless Extended Reality Systems. INFOCOM WKSHPS 2025: 1-6 - [c291]Md. Shirajum Munir, Sravanthi Proddatoori, Manjushree Muralidhara, Marco A. Gamarra, Walid Saad, Zhu Han, Sachin Shetty:
Securing Next-Generation Wireless Networks Against Native GenAI Attacks: An Evidence-Theoretic Approach. IWCMC 2025: 805-811 - [c290]Chandan Kumar Sheemar, Christo Kurisummoottil, Wali Ullah Khan, George C. Alexandropoulos, Jorge Querol, Symeon Chatzinotas, Walid Saad:
Greedy User Scheduling and Beamforming for Holographic Communications. MeditCom 2025: 1-6 - [c289]Yu Min Park, Sheikh Salman Hassan, Walid Saad, Choong Seon Hong:
Cross-Modal Knowledge Distillation for Efficient Radar-Only Beam Prediction in mmWave Communications. SPAWC 2025: 1-5 - [c288]Minsu Kim, Pinyarash Pinyoanuntapong, Bong-Ho Kim, Walid Saad, Doru Calin:
Edge vs Cloud: How Do We Balance Cost, Latency, and Quality for Large Language Models Over 5G Networks? WCNC 2025: 1-6 - [c287]Nitisha Singh, Christo Kurisummoottil Thomas, Walid Saad, Emilio Calvanese Strinati:
On the Computing and Communication Tradeoff in Reasoning-Based Multi-User Semantic Communications. WCNC 2025: 1-6 - [i377]Lingyi Wang, Rashed Shelim, Walid Saad, Naren Ramakrishnan:
DMWM: Dual-Mind World Model with Long-Term Imagination. CoRR abs/2502.07591 (2025) - [i376]Mrityunjoy Gain, Kitae Kim, Avi Deb Raha, Apurba Adhikary, Walid Saad, Zhu Han, Choong Seon Hong:
AI-Driven Framework for Multi-Service Multi-Modal Devices in NextG ORAN Systems. CoRR abs/2504.01730 (2025) - [i375]Yu Min Park, Yan Kyaw Tun, Walid Saad, Choong Seon Hong:
Resource-Efficient Beam Prediction in mmWave Communications with Multimodal Realistic Simulation Framework. CoRR abs/2504.05187 (2025) - [i374]Tingyu Shui, Walid Saad, Ye Hu, Mingzhe Chen:
Resilient Vehicular Communications under Imperfect Channel State Information. CoRR abs/2505.01687 (2025) - [i373]Tingyu Shui, Walid Saad, Mingzhe Chen:
Sensing Safety Analysis for Vehicular Networks with Integrated Sensing and Communication (ISAC). CoRR abs/2505.01688 (2025) - [i372]Lingyi Wang, Rashed Shelim, Walid Saad, Naren Ramakrishnan:
World Model-Based Learning for Long-Term Age of Information Minimization in Vehicular Networks. CoRR abs/2505.01712 (2025) - [i371]Rashed Shelim, Shengzhe Xu, Walid Saad, Naren Ramakrishnan:
When can isotropy help adapt LLMs' next word prediction to numerical domains? CoRR abs/2505.17135 (2025) - [i370]Aladin Djuhera, Swanand Ravindra Kadhe, Farhan Ahmed, Syed Zawad, Holger Boche, Walid Saad:
SafeCOMM: What about Safety Alignment in Fine-Tuned Telecom Large Language Models? CoRR abs/2506.00062 (2025) - [i369]Long Tan Le, Senura Hansaja Wanasekara, Zerun Niu, Yansong Shi, Nguyen Hoang Tran, Phuong Vo, Walid Saad, Dusit Niyato, Zhu Han, Choong Seon Hong, H. Vincent Poor:
Distributionally Robust Wireless Semantic Communication with Large AI Models. CoRR abs/2506.03167 (2025) - [i368]Shaurya Mallampati, Rashed Shelim, Walid Saad, Naren Ramakrishnan:
Dynamic Strategy Adaptation in Multi-Agent Environments with Large Language Models. CoRR abs/2507.02002 (2025) - [i367]Po-Heng Chou, Ching-Wen Chen, Wan-Jen Huang, Walid Saad, Yu Tsao, Ronald Y. Chang:
DNN-Based Precoding in RIS-Aided mmWave MIMO Systems With Practical Phase Shift. CoRR abs/2507.02824 (2025) - [i366]Xiaoren Xu, Hao Xu, Dongyu Wei, Walid Saad, Mehdi Bennis, Mingzhe Chen:
Transformer based Collaborative Reinforcement Learning for Fluid Antenna System (FAS)-enabled 3D UAV Positioning. CoRR abs/2507.09094 (2025) - [i365]Saeed Mohseni-Sehdeh, Walid Saad, Kei Sakaguchi, Tao Yu:
Diffusion Models for Solving Inverse Problems via Posterior Sampling with Piecewise Guidance. CoRR abs/2507.18654 (2025) - [i364]Avi Deb Raha, Apurba Adhikary, Mrityunjoy Gain, Yu Min Park, Walid Saad, Choong Seon Hong:
DD-JSCC: Dynamic Deep Joint Source-Channel Coding for Semantic Communications. CoRR abs/2507.20467 (2025) - [i363]Kuiyuan Ding, Caili Guo, Yang Yang, Zhongtian Du, Walid Saad:
Large-Scale Model Enabled Semantic Communication Based on Robust Knowledge Distillation. CoRR abs/2508.02148 (2025) - [i362]Tingyu Shui, Po-Heng Chou, Walid Saad, Mingzhe Chen:
Analysis and Detection of RIS-based Spoofing in Integrated Sensing and Communication (ISAC). CoRR abs/2508.18100 (2025) - [i361]Christo Kurisummoottil Thomas, Omar Hashash, Kimia Ehsani, Walid Saad:
Next-Generation Sustainable Wireless Systems: Energy Efficiency Meets Environmental Impact. CoRR abs/2509.02395 (2025) - [i360]Kimia Ehsani, Walid Saad:
Vehicle-to-Infrastructure Collaborative Spatial Perception via Multimodal Large Language Models. CoRR abs/2509.03837 (2025) - [i359]Po-Heng Chou, Pin-Qi Fu, Walid Saad, Li-Chun Wang:
Agentic DDQN-Based Scheduling for Licensed and Unlicensed Band Allocation in Sidelink Networks. CoRR abs/2509.06775 (2025) - [i358]Yu-Hsiang Huang, Po-Heng Chou, Wan-Jen Huang, Walid Saad, C.-C. Jay Kuo:
Green Learning for STAR-RIS mmWave Systems with Implicit CSI. CoRR abs/2509.06820 (2025) - [i357]Kairong Ma, Yao Sun, Shuheng Hua, Muhammad Ali Imran, Walid Saad:
A Unified Learning-based Optimization Framework for 0-1 Mixed Problems in Wireless Networks. CoRR abs/2509.12664 (2025) - [i356]Taoyuan Yu, Kui Wang, Zongdian Li, Tao Yu, Kei Sakaguchi, Walid Saad:
Digital Twin-based Cooperative Autonomous Driving in Smart Intersections: A Multi-Agent Reinforcement Learning Approach. CoRR abs/2509.15099 (2025) - [i355]Po-Heng Chou, Yen-Ting Liu, Wei-Chang Chen, Walid Saad:
Markov Modeling for Licensed and Unlicensed Band Allocation in Underlay and Overlay D2D. CoRR abs/2509.23218 (2025) - [i354]Po-Heng Chou, Bo-Ren Zheng, Wan-Jen Huang, Walid Saad, Yu Tsao, Ronald Y. Chang:
Deep Reinforcement Learning-Based Precoding for Multi-RIS-Aided Multiuser Downlink Systems with Practical Phase Shift. CoRR abs/2509.25661 (2025) - [i353]Lingyi Wang, Rashed Shelim, Walid Saad, Naren Ramakrishnan:
A Theoretically-Grounded Codebook for Digital Semantic Communications. CoRR abs/2510.07108 (2025) - [i352]Mayukh Roy Chowdhury, Eman Hammad, Lauri Lovén, Susanna Pirttikangas, Aloizio Pereira da Silva, Walid Saad:
A Framework for AI-Native Semantic-Based Dynamic Slicing for 6G Networks. CoRR abs/2510.10756 (2025) - [i351]Lingyi Wang, Rashed Shelim, Walid Saad, Naren Ramakrishnan:
Dual-Mind World Models: A General Framework for Learning in Dynamic Wireless Networks. CoRR abs/2510.24546 (2025) - [i350]Po-Heng Chou, Da-Chih Lin, Hung-Yu Wei, Walid Saad, Yu Tsao:
Learning-based Radio Link Failure Prediction Based on Measurement Dataset in Railway Environments. CoRR abs/2511.08851 (2025) - [i349]Aswin Arun, Christo Kurisummoottil Thomas, Rimalpudi Sarvendranath, Walid Saad:
Causal Model-Based Reinforcement Learning for Sample-Efficient IoT Channel Access. CoRR abs/2511.10291 (2025) - [i348]Ratun Rahman, Dinh C. Nguyen, Christo Kurisummoottil Thomas, Walid Saad:
Towards Heterogeneous Quantum Federated Learning: Challenges and Solutions. CoRR abs/2511.22148 (2025) - [i347]Loc X. Nguyen, Ji Su Yoon, Huy Q. Le, Yu Qiao, Avi Deb Raha, Eui-Nam Huh, Walid Saad, Dusit Niyato, Zhu Han, Choong Seon Hong:
Cross-Domain Federated Semantic Communication with Global Representation Alignment and Domain-Aware Aggregation. CoRR abs/2512.00711 (2025) - [i346]Ki Tae Kim, Yan Kyaw Tun, Md. Shirajum Munir, Chirsto Kurisummoottil Thomas, Walid Saad, Choong Seon Hong:
Vision and Causal Learning Based Channel Estimation for THz Communications. CoRR abs/2512.04380 (2025) - 2024
- [j289]Mojtaba Vaezi, Xingqin Lin, Hongliang Zhang, Walid Saad, H. Vincent Poor:
Deep Reinforcement Learning for Interference Management in UAV-Based 3D Networks: Potentials and Challenges. IEEE Commun. Mag. 62(2): 134-140 (2024) - [j288]Bassel Al Homssi, Kosta Dakic, Ke Wang, Tansu Alpcan, Ben Allen, Russell Boyce, Sithamparanathan Kandeepan, Akram Al-Hourani, Walid Saad:
Artificial Intelligence Techniques for Next-Generation Massive Satellite Networks. IEEE Commun. Mag. 62(4): 66-72 (2024) - [j287]Mahdi Chehimi, Christina Chaccour, Christo Kurisummoottil Thomas, Walid Saad:
Quantum Semantic Communications for Resource-Efficient Quantum Networking. IEEE Commun. Lett. 28(4): 803-807 (2024) - [j286]Jalal Jalali, Ata Khalili, Hina Tabassum, Rafael Berkvens, Jeroen Famaey, Walid Saad:
Energy-Efficient THz NOMA for SWIPT-Aided Miniature UAV Networks. IEEE Commun. Lett. 28(5): 1107-1111 (2024) - [j285]Aidin Ferdowsi, Walid Saad:
Brainstorming Generative Adversarial Network (BGAN): Toward Multiagent Generative Models With Distributed Data Sets. IEEE Internet Things J. 11(5): 7828-7840 (2024) - [j284]Apurba Adhikary, Avi Deb Raha, Yu Qiao, Walid Saad, Zhu Han, Choong Seon Hong:
Holographic MIMO With Integrated Sensing and Communication for Energy-Efficient Cell-Free 6G Networks. IEEE Internet Things J. 11(19): 30617-30635 (2024) - [j283]Zhenzhen Gong, Omar Hashash, Yingze Wang, Qimei Cui, Wei Ni, Walid Saad, Kei Sakaguchi:
UAV-Aided Lifelong Learning for AoI and Energy Optimization in Nonstationary IoT Networks. IEEE Internet Things J. 11(24): 39206-39224 (2024) - [j282]Ishtiaq Ahmad, Zeeshan Kaleem, Jan Plachy, Hina Tabassum, Zdenek Becvar, Walid Saad:
Guest Editorial: Flexible Reconfigurable Intelligent Surfaces for Integrated Air-to-ground Internet of Things: Architecture, Recent Advances, and Future Applications. IEEE Internet Things Mag. 7(2): 12-13 (2024) - [j281]Tao Yu, Zongdian Li, Omar Hashash, Kei Sakaguchi, Walid Saad, Mérouane Debbah:
Internet of Federated Digital Twins: Connecting Twins Beyond Borders for Society 5.0. IEEE Internet Things Mag. 7(5): 64-71 (2024) - [j280]Sheikh Salman Hassan, Yu Min Park, Yan Kyaw Tun, Walid Saad, Zhu Han, Choong Seon Hong:
SpaceRIS: LEO Satellite Coverage Maximization in 6G Sub-THz Networks by MAPPO DRL and Whale Optimization. IEEE J. Sel. Areas Commun. 42(5): 1262-1278 (2024) - [j279]Mahdi Chehimi, Samuel Yen-Chi Chen, Walid Saad, Don Towsley, Mérouane Debbah:
Foundations of Quantum Federated Learning Over Classical and Quantum Networks. IEEE Netw. 38(1): 124-130 (2024) - [j278]Shengzhe Xu, Christo Kurisummoottil Thomas, Omar Hashash, Nikhil Muralidhar, Walid Saad, Naren Ramakrishnan:
Large Multi-Modal Models (LMMs) as Universal Foundation Models for AI-Native Wireless Systems. IEEE Netw. 38(5): 10-20 (2024) - [j277]Mahdi Chehimi, Samuel Yen-Chi Chen, Walid Saad, Shinjae Yoo:
Federated quantum long short-term memory (FedQLSTM). Quantum Mach. Intell. 6(2): 43 (2024) - [j276]Cheonyong Kim, Walid Saad, Minchae Jung:
Performance Analysis of RIS-Aided Multibeam Satellite Communication Systems. IEEE Trans. Aerosp. Electron. Syst. 60(6): 9383-9393 (2024) - [j275]Bernd Simon, Andrea Ortiz, Walid Saad, Anja Klein:
Decentralized Online Learning in Task Assignment Games for Mobile Crowdsensing. IEEE Trans. Commun. 72(8): 4945-4960 (2024) - [j274]Md. Shirajum Munir, Kitae Kim, Sarder Fakhrul Abedin, Md. Golam Rabiul Alam, Walid Saad, Choong Seon Hong:
Cognitive Behavior-in-the-Loop: Towards an Attentive Driving in Intelligent Transportation Systems. IEEE Trans. Ind. Informatics 20(12): 14469-14478 (2024) - [j273]Kui Wang, Zongdian Li, Kazuma Nonomura, Tao Yu, Kei Sakaguchi, Omar Hashash, Walid Saad:
Smart Mobility Digital Twin Based Automated Vehicle Navigation System: A Proof of Concept. IEEE Trans. Intell. Veh. 9(3): 4348-4361 (2024) - [j272]Bo Zhou, Walid Saad:
Age of Information in Ultra-Dense IoT Systems: Performance and Mean-Field Game Analysis. IEEE Trans. Mob. Comput. 23(5): 4533-4547 (2024) - [j271]Sheikh Salman Hassan, Yu Min Park, Yan Kyaw Tun, Walid Saad, Zhu Han, Choong Seon Hong:
Satellite-Based ITS Data Offloading & Computation in 6G Networks: A Cooperative Multi-Agent Proximal Policy Optimization DRL With Attention Approach. IEEE Trans. Mob. Comput. 23(5): 4956-4974 (2024) - [j270]Cheonyong Kim, Walid Saad, Taehyoung Kim, Minchae Jung:
Asymptotic Achievable Rate and Scheduling Gain in RIS-Aided Massive MIMO Systems. IEEE Trans. Mob. Comput. 23(10): 9898-9912 (2024) - [j269]Mahdi Boloursaz Mashhadi, Mahnoosh Mahdavimoghadam, Regius Rahim Tafazolli, Walid Saad:
Collaborative Learning With a Drone Orchestrator. IEEE Trans. Veh. Technol. 73(1): 637-650 (2024) - [j268]Minsu Kim, Walid Saad, Mohammad Mozaffari, Mérouane Debbah:
Green, Quantized Federated Learning Over Wireless Networks: An Energy-Efficient Design. IEEE Trans. Wirel. Commun. 23(2): 1386-1402 (2024) - [j267]Yongjeong Oh, Yo-Seb Jeon, Mingzhe Chen, Walid Saad:
FedVQCS: Federated Learning via Vector Quantized Compressed Sensing. IEEE Trans. Wirel. Commun. 23(3): 1755-1770 (2024) - [j266]Sihua Wang, Mingzhe Chen, Christopher G. Brinton, Changchuan Yin, Walid Saad, Shuguang Cui:
Performance Optimization for Variable Bitwidth Federated Learning in Wireless Networks. IEEE Trans. Wirel. Commun. 23(3): 2340-2356 (2024) - [j265]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) - [j264]Christo Kurisummoottil Thomas, Walid Saad:
Neuro-Symbolic Causal Reasoning Meets Signaling Game for Emergent Semantic Communications. IEEE Trans. Wirel. Commun. 23(5): 4546-4563 (2024) - [j263]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) - [j262]Christina Chaccour, Walid Saad, Mérouane Debbah, H. Vincent Poor:
Joint Sensing, Communication, and AI: A Trifecta for Resilient THz User Experiences. IEEE Trans. Wirel. Commun. 23(9): 11444-11460 (2024) - [j261]Fuad Choudhury, Aïssa Ikhlef, Walid Saad, Mérouane Debbah:
Deep Learning for Detection and Identification of Asynchronous Pilot Spoofing Attacks in Massive MIMO Networks. IEEE Trans. Wirel. Commun. 23(11): 17103-17114 (2024) - [j260]Christo Kurisummoottil Thomas, Christina Chaccour, Walid Saad, Mérouane Debbah, Choong Seon Hong:
Causal Reasoning: Charting a Revolutionary Course for Next-Generation AI-Native Wireless Networks. IEEE Veh. Technol. Mag. 19(1): 16-31 (2024) - [j259]Tengchan Zeng, Aidin Ferdowsi, Omid Semiari, Walid Saad, Choong Seon Hong:
Convergence of Communications, Control, and Machine Learning for Secure and Autonomous Vehicle Navigation. IEEE Wirel. Commun. 31(4): 132-138 (2024) - [j258]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. IEEE Wirel. Commun. 31(5): 192-199 (2024) - [c286]Christo Kurisummoottil Thomas, Walid Saad:
Symbolic Logic and Category Theory for Reasoning-Enabled Semantic Communications. IEEECONF 2024: 121-125 - [c285]Christo Kurisummoottil Thomas, Emilio Calvanese Strinati, Walid Saad:
Reasoning with the Theory of Mind for Pragmatic Semantic Communication. CCNC 2024: 662-668 - [c284]Christo Kurisummoottil Thomas, Walid Saad:
Hypergame Theory for Decentralized Resource Allocation in Multi-user Semantic Communications. CDC 2024: 6036-6043 - [c283]Po-Heng Chou, Ching-Wen Chen, Wan-Jen Huang, Walid Saad, Yu Tsao, Ronald Y. Chang:
DNN-Based Precoding in RIS-Aided mmWave MIMO Systems With Practical Phase Shift. GLOBECOM (Workshops) 2024: 1-5 - [c282]Rashed Shelim, Walid Saad, Naren Ramakrishnan:
Fast Geometric Learning of MIMO Signal Detection over Grassmannian Manifolds. GLOBECOM 2024: 1155-1160 - [c281]Yuanjian Li, A. S. Madhukumar, Tan Zheng Hui Ernest, Gan Zheng, Walid Saad, A. Hamid Aghvami:
Energy-Efficient UAV-Aided Computation Offloading on THz Band: A MADRL Solution. GLOBECOM 2024: 1515-1520 - [c280]Tingyu Shui, Walid Saad:
Design and Analysis of Resilient Vehicular Platoon Systems over Wireless Networks. GLOBECOM 2024: 5186-5192 - [c279]Vlad-Costin Andrei, Aladin Djuhera, Xinyang Li, Ullrich J. Mönich, Walid Saad, Holger Boche:
Resilient, Federated Large Language Models over Wireless Networks: Why the PHY Matters. GLOBECOM 2024: 5211-5216 - [c278]Minsu Kim, Walid Saad:
Analysis of the Memorization and Generalization Capabilities of AI Agents: are Continual Learners Robust? ICASSP 2024: 6840-6844 - [c277]Vlad-Costin Andrei, Aladin Djuhera, Xinyang Li, Ullrich J. Mönich, Holger Boche, Walid Saad:
Resilient-By-Design Framework for MIMO-OFDM Communications Under Smart Jamming. ICC Workshops 2024: 1968-1973 - [c276]Chaofan Li, Huixiang Zhu, Yong Xiao, Yingyu Li, Dusit Niyato, Sumei Sun, Walid Saad:
Optimizing Reconfigurable Intelligent Surface-Assisted Distributed Wireless Sensing. ICC 2024: 2476-2481 - [c275]Md. Shirajum Munir, Sravanthi Proddatoori, Manjushree Muralidhara, Walid Saad, Zhu Han, Sachin Shetty:
A Zero Trust Framework for Realization and Defense Against Generative AI Attacks in Power Grid. ICC 2024: 2482-2488 - [c274]Lingyi Wang, Wei Wu, Fuhui Zhou, Feng Tian, Qihui Wu, Walid Saad:
A Unified Hierarchical Semantic Knowledge Base for Multi-Task Semantic Communication. ICC 2024: 2937-2943 - [c273]Po-Heng Chou, Yen-Ting Liu, Wei-Chang Chen, Walid Saad:
Markov Modeling for Licensed and Unlicensed Band Allocation in Underlay and Overlay D2D. ICC 2024: 3352-3357 - [c272]Kui Wang, Tao Yu, Zongdian Li, Kei Sakaguchi, Omar Hashash, Walid Saad:
Digital Twins for Autonomous Driving: A Comprehensive Implementation and Demonstration. ICOIN 2024: 452-457 - [c271]Minsu Kim, Walid Saad, Mérouane Debbah, Choong Seon Hong:
SpaFL: Communication-Efficient Federated Learning With Sparse Models And Low Computational Overhead. NeurIPS 2024 - [c270]Kitae Kim, Yan Kyaw Tun, Md. Shirajum Munir, Walid Saad, Choong Seon Hong:
Pilot Optimization and Channel Estimation Scheme for Semantic Communication: A Framework for Edge Intelligence. NOMS 2024: 1-7 - [i345]Kui Wang, Tao Yu, Zongdian Li, Kei Sakaguchi, Omar Hashash, Walid Saad:
Digital Twins for Autonomous Driving: A Comprehensive Implementation and Demonstration. CoRR abs/2401.08653 (2024) - [i344]Mahdi Chehimi, Mohamed Kadry Elhattab, Walid Saad, Gayane Vardoyan, Nitish K. Panigrahy, Chadi Assi, Don Towsley:
Reconfigurable Intelligent Surface (RIS)-Assisted Entanglement Distribution in FSO Quantum Networks. CoRR abs/2401.10823 (2024) - [i343]Shengzhe Xu, Christo Kurisummoottil Thomas, Omar Hashash, Nikhil Muralidhar, Walid Saad, Naren Ramakrishnan:
Large Multi-Modal Models (LMMs) as Universal Foundation Models for AI-Native Wireless Systems. CoRR abs/2402.01748 (2024) - [i342]Kui Wang, Zongdian Li, Kazuma Nonomura, Tao Yu, Kei Sakaguchi, Omar Hashash, Walid Saad:
Smart Mobility Digital Twin Based Automated Vehicle Navigation System: A Proof of Concept. CoRR abs/2402.12682 (2024) - [i341]Md. Shirajum Munir, Sravanthi Proddatoori, Manjushree Muralidhara, Walid Saad, Zhu Han, Sachin Shetty:
A Zero Trust Framework for Realization and Defense Against Generative AI Attacks in Power Grid. CoRR abs/2403.06388 (2024) - [i340]Vlad-Costin Andrei, Aladin Djuhera, Xinyang Li, Ullrich J. Mönich, Holger Boche, Walid Saad:
Resilient-By-Design Framework for MIMO-OFDM Communications under Smart Jamming. CoRR abs/2404.10598 (2024) - [i339]Walid Saad, Omar Hashash, Christo Kurisummoottil Thomas, Christina Chaccour, Mérouane Debbah, Narayan B. Mandayam, Zhu Han:
Artificial General Intelligence (AGI)-Native Wireless Systems: A Journey Beyond 6G. CoRR abs/2405.02336 (2024) - [i338]Khurshid Alam, Mohammad Asif Habibi, Matthias Tammen, Dennis Krummacker, Walid Saad, Marco Di Renzo, Tommaso Melodia, Xavier Costa-Pérez, Mérouane Debbah, Ashutosh Dutta, Hans D. Schotten:
A Comprehensive Overview and Survey of O-RAN: Exploring Slicing-aware Architecture, Deployment Options, and Use Cases. CoRR abs/2405.03555 (2024) - [i337]Tingyu Shui, Walid Saad:
Design and Analysis of Resilient Vehicular Platoon Systems over Wireless Networks. CoRR abs/2405.08706 (2024) - [i336]Mahdi Chehimi, Kenneth Goodenough, Walid Saad, Don Towsley, Tony X. Zhou:
Entanglement Distribution Delay Optimization in Quantum Networks with Distillation. CoRR abs/2405.09034 (2024) - [i335]Alexander C. DeRieux, Walid Saad:
eQMARL: Entangled Quantum Multi-Agent Reinforcement Learning for Distributed Cooperation over Quantum Channels. CoRR abs/2405.17486 (2024) - [i334]Minsu Kim, Walid Saad, Mérouane Debbah, Choong Seon Hong:
SpaFL: Communication-Efficient Federated Learning with Sparse Models and Low computational Overhead. CoRR abs/2406.00431 (2024) - [i333]Rashed Shelim, Walid Saad, Naren Ramakrishnan:
Fast Geometric Learning of MIMO Signal Detection over Grassmannian Manifolds. CoRR abs/2406.10453 (2024) - [i332]Yu Min Park, Sheikh Salman Hassan, Yan Kyaw Tun, Eui-Nam Huh, Walid Saad, Choong Seon Hong:
Design Optimization of NOMA Aided Multi-STAR-RIS for Indoor Environments: A Convex Approximation Imitated Reinforcement Learning Approach. CoRR abs/2406.13280 (2024) - [i331]Nitisha Singh, Christo Kurisummoottil Thomas, Walid Saad, Emilio Calvanese Strinati:
On the Computing and Communication Tradeoff in Reasoning-Based Multi-User Semantic Communications. CoRR abs/2406.15199 (2024) - [i330]Aladin Djuhera, Vlad-Costin Andrei, Xinyang Li, Ullrich J. Mönich, Holger Boche, Walid Saad:
R-SFLLM: Jamming Resilient Framework for Split Federated Learning with Large Language Models. CoRR abs/2407.11654 (2024) - [i329]Mohamed Shaban, Muhammad Ismail, Walid Saad:
SPARQ: Efficient Entanglement Distribution and Routing in Space-Air-Ground Quantum Networks. CoRR abs/2409.12891 (2024) - [i328]Christo Kurisummoottil Thomas, Walid Saad:
Hypergame Theory for Decentralized Resource Allocation in Multi-user Semantic Communications. CoRR abs/2409.17985 (2024) - [i327]Sheikh Salman Hassan, Yu Min Park, Yan Kyaw Tun, Walid Saad, Zhu Han, Choong Seon Hong:
Enhancing Spectrum Efficiency in 6G Satellite Networks: A GAIL-Powered Policy Learning via Asynchronous Federated Inverse Reinforcement Learning. CoRR abs/2409.18718 (2024) - [i326]Saeed Mohseni-Sehdeh, Walid Saad:
Induced Covariance for Causal Discovery in Linear Sparse Structures. CoRR abs/2410.01221 (2024) - [i325]Kui Wang, Kazuma Nonomura, Zongdian Li, Tao Yu, Kei Sakaguchi, Omar Hashash, Walid Saad, Changyang She, Yonghui Li:
Augmented Intelligence in Smart Intersections: Local Digital Twins-Assisted Hybrid Autonomous Driving. CoRR abs/2410.12163 (2024) - [i324]Tingyu Shui, Walid Saad, Mingzhe Chen:
A Resilience Perspective on C-V2X Communication Networks under Imperfect CSI. CoRR abs/2411.10925 (2024) - [i323]Aladin Djuhera, Vlad-Costin Andrei, Amin Seffo, Holger Boche, Walid Saad:
SCoTT: Wireless-Aware Path Planning with Vision Language Models and Strategic Chains-of-Thought. CoRR abs/2411.18212 (2024) - [i322]Aladin Djuhera, Vlad-Costin Andrei, Mohsen Pourghasemian, Haris Gacanin, Holger Boche, Walid Saad:
R-MTLLMF: Resilient Multi-Task Large Language Model Fusion at the Wireless Edge. CoRR abs/2411.18220 (2024) - [i321]Yasemin Karacora, Christina Chaccour, Aydin Sezgin, Walid Saad:
Event-Based Framework for Agile Resilience in Criticality-Aware Wireless Networks. CoRR abs/2412.01909 (2024) - [i320]Robert-Jeron Reifert, Yasemin Karacora, Christina Chaccour, Aydin Sezgin, Walid Saad:
Resilience and Criticality: Brothers in Arms for 6G. CoRR abs/2412.03661 (2024) - 2023
- [j257]Junqing Zhang, Guanxiong Shen, Walid Saad, Kaushik Roy Chowdhury:
Radio Frequency Fingerprint Identification for Device Authentication in the Internet of Things. IEEE Commun. Mag. 61(10): 110-115 (2023) - [j256]