Under Review
[1] S. M. Azimi-Abarghouyi and C. Fischione, "Over-the-Air Federated Learning: Rethinking AI Through Wireless Signal Processing".
[2] S. M. Azimi-Abarghouyi and C. Fischione, "Multi-Layer Hierarchical Federated Learning with Quantization" available on arXiv.
[3] S. M. Azimi-Abarghouyi and V. Fodor, "A Hierarchical Federated Learning Approach for the Internet of Things," available on arXiv.
Journal Papers
[1] S. M. Azimi-Abarghouyi, M. Hejazi, and M. Nasiri-Kenari, "Compute-and-Forward Two-Way Relaying," IET Communications, Volume 9, Issue 4, Pages 451-459, 2015.
[2] S. M. Azimi-Abarghouyi, M. Hejazi, B. Makki, M. Nasiri-Kenari, and T. Svensson, "Decentralized Compute-and-Forward for Ad Hoc Networks," IEEE Wireless Communications Letters, Volume 5, Issue 6, Pages 652-655, Dec. 2016.
[3] S. M. Azimi-Abarghouyi, M. Hejazi, M. Nasiri-Kenari, and B. Maham, "Integer Forcing-and-Forward Transceiver Design for MIMO Multi-Pair Two-Way Relaying," IEEE Transactions on Vehicular Technology, Volume 65, Issue 11, Pages 8865-8877, Nov. 2016.
[4] M. Hejazi, S. M. Azimi-Abarghouyi, B. Makki, M. Nasiri-Kenari, and T. Svensson, "Robust Successive Compute-and-Forward over Multi-User Multi-Relay Networks," IEEE Transactions on Vehicular Technology, Volume 65, Issue 10, Pages 8112-8129, Oct. 2016.
[5] S. M. Azimi-Abarghouyi, M. Hejazi, B. Makki, M. Nasiri-Kenari, and T. Svensson, "Integer-Forcing Message Recovering for Interference Channels," IEEE Transactions on Vehicular Technology, Volume 67, Issue 5, Pages 4124-4135, May 2018.
[6] S. M. Azimi-Abarghouyi, B. Makki, M. Haenggi, M. Nasiri-Kenari, and T. Svensson, "Stochastic Geometry Modeling and Analysis of Single- and Multi-Cluster Wireless Networks," IEEE Transactions on Communications, Volume 66, Issue 10, Pages 4981-4996, Oct. 2018.
[7] S. M. Azimi-Abarghouyi, B. Makki, M. Nasiri-Kenari, and T. Svensson, "Stochastic Geometry Modeling and Analysis of Finite Millimeter Wave Wireless Networks," IEEE Transactions on Vehicular Technology, Volume 68, Issue 2, Pages 1378-1393, Feb. 2019.
[8] E. Sadeghabadi, S. M. Azimi-Abarghouyi, B. Makki, M. Nasiri-Kenari, and T. Svensson, "Asynchronous Downlink Massive MIMO Networks: A Stochastic Geometry Approach," IEEE Transactions on Wireless Communications, Volume 19, Issue 1, Pages 579-594, Jan. 2020.
[9] S. M. Azimi-Abarghouyi, M. Nasiri-Kenari, and M. Debbah, "Stochastic Design and Analysis of User-Centric Wireless Cloud Caching Networks," IEEE Transactions on Wireless Communications, Volume 19, Issue 7, Pages 4978-4993, July 2020.
[10] S. M. Azimi-Abarghouyi, H. S. Dhillon, and L. Tassiulas, "Fundamentals of Clustered Molecular Nanonetworks," IEEE Transactions on Molecular, Biological and Multi-Scale Communications, Volume 9, Issue 2, Pages 135-145, June 2023.
[11] S. M. Azimi-Abarghouyi and H. S. Dhillon, "Matern Cluster Process with Holes at the Cluster Centers," Statistics and Probability Letters, Volume 204, 109931.
[12] S. M. Azimi-Abarghouyi and V. Fodor, "Scalable Hierarchical Over-the-Air Federated Learning," IEEE Transactions on Wireless Communications, Volume 23, Issue 8, Pages 8480-8496, Aug. 2024.
[13] S. M. Azimi-Abarghouyi and L. Tassiulas, "Over-the-Air Federated Learning via Weighted Aggregation," IEEE Transactions on Wireless Communications, Volume 23, Issue 12, Pages 18240-18253, Dec. 2024.
[14] S. M. Azimi-Abarghouyi and L. R. Varshney, "Compute-Update Federated Learning: A Lattice Coding Approach," IEEE Transactions on Signal Processing, Volume 72, Pages 5213-5227, Nov. 2024.
[15] S. M. Azimi-Abarghouyi, N. Bastianello, K. H. Johansson, and V. Fodor, "Hierarchical Federated ADMM," IEEE Networking Letters, Volume 7, Issue 1, Pages 11-15, Mar. 2025.
Conference Papers
[1] S. M. Azimi-Abarghouyi, B. Makki, M. Haenggi, M. Nasiri-Kenari, and T. Svensson, "Coverage Analysis of Finite Cellular Networks: A Stochastic Geometry Approach," IEEE Iran Workshop on Communication and Information Theory (IWCIT), Tehran, Iran, April 2018.
[2] M. V. Jamali, S. M. Azimi-Abarghouyi, and H. Mahdavifar, "Outage Probability Analysis of Uplink NOMA over Ultra-High Speed FSO-Backhauled Systems," IEEE Global Communications Conference (GLOBECOM), Dubai, UAE, 2018. (Best Paper Award)
[3] S. M. Azimi-Abarghouyi, H. S. Dhillon, and L. Tassiulas, "Interference-Aware Molecular Detector Design for Clustered Bio-Nanonetworks," IEEE International Conference on Communications (ICC), Rome, Italy, May. 2023.
[4] S. M. Azimi-Abarghouyi and V. Fodor, "Hierarchical Over-the-Air Federated Learning with Awareness of Interference and Data Heterogeneity," IEEE Wireless Communications and Networking Conference (WCNC), Dubai, UAE, April 2024.
[5] S. M. Azimi-Abarghouyi and L. R. Varshney, "Federated Learning via Lattice Joint Source-Channel Coding, " IEEE International Symposium on Information Theory (ISIT), Athens, Greece, July 2024.
[6] S. M. Azimi-Abarghouyi, L. Tassiulas, and C. Fischione, "Weighted Over-the-Air Federated Learning, " IEEE International Conference on Machine Learning for Communication and Networking (ICMLCN), Barcelona, Spain, May 2025.
Preprints
[1] S. M. Azimi-Abarghouyi, M. Hejazi, and M. Nasiri-Kenari, "Distributed Compute-and-Forward Based Relaying Strategies in Multi-User Multi-Relay Networks," available on arXiv.
[2] M. V. Jamali, S. M. Azimi-Abarghouyi, and H. Mahdavifar, "Cooperative Hybrid RF/mmWave Systems for Ultra-Reliable and Low-Latency Communications," available online.
[3] S. M. Azimi-Abarghouyi, "A Tractable Probability Distribution with Applications in Three-Dimensional Statistics," available on arXiv.