Seyyedali Hosseinalipour (Ali Alipour)
PhD
Specialty/Research Focus
Synergies between machine learning and wireless networks; Analysis and modeling of modern wireless networks; Next-generation of intelligent wireless networks
Recent Publications
- 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.