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A Transformer Framework for Data Fusion and Multi-Task Learning in Smart Cities


Nov 18, 2022
Alexander C. DeRieux, Walid Saad, Wangda Zuo, Rachmawan Budiarto, Mochamad Donny Koerniawan, Dwi Novitasari

* 14 pages, 10 figures, 3 tables 

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Goal-Oriented Communications for the IoT and Application to Data Compression


Nov 10, 2022
Chao Zhang, Hang Zou, Samson Lasaulce, Walid Saad, Marios Kountouris, Mehdi Bennis


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Neuro-symbolic Explainable Artificial Intelligence Twin for Zero-touch IoE in Wireless Network


Oct 13, 2022
Md. Shirajum Munir, Ki Tae Kim, Apurba Adhikary, Walid Saad, Sachin Shetty, Seong-Bae Park, Choong Seon Hong

* Submitted to a journal for peer review 

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Performance Optimization for Variable Bitwidth Federated Learning in Wireless Networks


Sep 21, 2022
Sihua Wang, Mingzhe Chen, Christopher G. Brinton, Changchuan Yin, Walid Saad, Shuguang Cui


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Recurrent Neural Network-based Anti-jamming Framework for Defense Against Multiple Jamming Policies


Aug 19, 2022
Ali Pourranjbar, Georges Kaddoum, Walid Saad


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Performance Optimization for Semantic Communications: An Attention-based Reinforcement Learning Approach


Aug 17, 2022
Yining Wang, Mingzhe Chen, Tao Luo, Walid Saad, Dusit Niyato, H. Vincent Poor, Shuguang Cui


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Downlink Interference Analysis of UAV-based mmWave Fronthaul for Small Cell Networks


Aug 11, 2022
Mohammad Taghi Dabiri, Mazen Hasna, Walid Saad

* arXiv admin note: text overlap with arXiv:2203.14293 

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Green, Quantized Federated Learning over Wireless Networks: An Energy-Efficient Design


Jul 19, 2022
Minsu Kim, Walid Saad, Mohammad Mozaffari, Merouane Debbah

* Submitted to IEEE Transactions on Wireless Communications 

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Neuro-Symbolic Artificial Intelligence (AI) for Intent based Semantic Communication


May 22, 2022
Christo Kurisummoottil Thomas, Walid Saad


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Curriculum Learning for Goal-Oriented Semantic Communications with a Common Language


Apr 21, 2022
Mohammad Karimzadeh Farshbafan, Walid Saad, Merouane Debbah


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