Synergies between machine learning and wireless networks; Analysis and modeling of modern wireless networks; Next-generation of intelligent wireless networks
D. C. Nguyen, S. Hosseinalipour, D. J. Love, P. N. Pathirana, C. G. Brinton, `` Latency Optimization for Blockchain-Empowered Federated Learning in Multi-Server Edge Computing," IEEE Journal on Selected Areas in Communications, 2022.
J. Kim, S. Hosseinalipour, A. Marcum, T. Kim, D. J. Love, and C. G. Brinton, ``Learning-Based Adaptive IRS Control with Limited Feedback Codebooks", IEEE Transactions on Wireless Communications, 2022.
S. Hosseinalipour, S. S. Azam, C. G. Brinton, N. Michelusi, V. Aggarwal, D. J. Love, H. Dai, “Multi‑Stage Hybrid Federated Learning over Large‑Scale Wireless Fog Networks,” IEEE/ACM Transactions on Networking, 2022.
S. Wang, S. Hosseinalipour, M. Gorlatova, C. G. Brinton, M. Chiang, ``UAV-assisted Online Machine Learning over Multi-Tiered Networks: A Hierarchical Nested Personalized Federated Learning Approach," IEEE Transactions on Mobile Computing, (under review).
A. Rahmati, S. Hosseinalipour, Y. Yapici, X. He, I. Guvenc, H. Dai, A. Bhuyan, “Dynamic Interference Management for UAV‑Assisted Wireless Networks,” IEEE Transactions on Wireless Communications, 2021.
F. Lin, S. Hosseinalipour, S. S. Azam, C. G. Brinton, N. Michelusi, ``Semi-Decentralized Federated Learning with Cooperative D2D Local Model Aggregations," IEEE Journal on Selected Areas in Communications (JSAC), 2021
M. Liwang, Z. Gao, S. Hosseinalipour, H. Dai, Xianbin Wang, “A Truthful Auction for Graph Job Allocation in Vehicular Cloud‑assisted Networks,” IEEE Transactions on Mobile Computing, 2021.
M. Lee, S. Hosseinalipour, C. G. Brinton, G. Yu, H. Dai, “A Fast Graph Neural Network‑Based Method for Winner Determination in Multi‑Unit Combinatorial Auctions,” IEEE Transactions on Cloud Computing, 2021.