Journal Papers

1. S. Hosseinalipour, S. Wang, C. G. Brinton, N. Michelusi, V. Aggarwal, D. J. Love, M. Chiang, ``Online Distributed Machine Learning via Parallel Successive Learning over Heterogeneous Wireless Networks with Cooperative Devices," IEEE/ACM Transactions on Networking, (under review).

2. B. Ganguly, S. Hosseinalipour, K. Kim, C. G. Brinton, V. Aggarwal, D. J. Love, M. Chiang, ``Multi-Edge Server-Assisted Dynamic Federated Learning with an Optimized Floating Aggregation Point", IEEE/ACM Transactions on Networking, (under review).

3. 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.

4. 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.

5. 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.

6. 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).

7. 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.

8. 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

9. 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.

10. 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.

11. S. Hosseinalipour, A. Rahmati, D. Y. Eun, H. Dai, “Energy‑Aware Stochastic UAV‑assisted Surveillance,” IEEE Transactions on Wireless Communications, 2020.

12. H. T. Nguyen, V. Sehwag, S. Hosseinalipour, C. G. Brinton, M. Chiang, H. Vincent Poor, “Fast‑Convergent Federated Learning,” IEEE Journal on Selected Areas in Communications (JSAC), 2020.

13. S. Hosseinalipour, A. Rahmati, H. Dai, “Interference Avoidance Position Planning in Dual‑hop and Multi‑hop UAV Relay Networks,” IEEE Transactions on Wireless Communications, 2020.

14. S. Hosseinalipour, C. G. Brinton, V. Aggarwal, H. Dai, M. Chiang, “From Federated to Fog Learning: Distributed Machine Learning over Heterogeneous Wireless Networks,” IEEE Communications Magazine, 2020.

15. S. Hosseinalipour, A. Nayak, H. Dai, “Power‑Aware Allocation of Graph Jobs in Geo‑Distributed Cloud Networks,” IEEE Transactions on Parallel and Distributed Systems, 2019.

16. S. Hosseinalipour, H. Dai, “A Two‑Stage Auction Mechanism for Cloud Resource Allocation,” IEEE Transactions on Cloud Computing, 2019.

17. S. Hosseinalipour, J. Mao, D. Y. Eun, H. Dai, “Prevention and Mitigation of Catastrophic Failures in Demand‑Supply Interdependent Networks,” IEEE Transactions on Network Science and Engineering, 2019.

18. S. Hosseinalipour, J. Wang, Y. Tian, H. Dai, “Infection Analysis on Irregular Networks through Graph Signal Processing,” IEEE Transactions on Network Science and Engineering, 2019.

19. M. Liwang, S. Hosseinalipour, Z. Gao, Y. Tang, L. Huang, H. Dai, “Allocation of Computation‑Intensive Graph Jobs over Vehicular Clouds in IoV,” IEEE Internet of Things Journal, 2019.

20. S. Chattopadhyay, H. Dai, D. Y. Eun, S. Hosseinalipour, “Designing Optimal Interlink Patterns to Maximize Robustness of Interdependent Networks Against Cascading Failures,” IEEE Transactions on Communications, 2017.

21. S. Hosseinalipour, A. Sakzad, M‑R. Sadeghi, “Performance of Mobius interleavers for turbo codes,” Wireless Personal Communications, 2018.

Conference Papers

1. S. S. Azam, S. Hosseinalipour, Q. Qiu, C. G. Brinton, “Recycling Model Updates in Federated Learning: Are Gradient Subspaces Low-Rank?,” International Conference on Learning Representations (ICLR), 2022.

2. S. S. Azam, T. Kim, S. Hosseinalipour, C. J. Wang, S. Bagchi, C. G. Brinton, “Can we Generalize and Distribute Private Representation Learning?,” International Conference on Artificial Intelligence and Statistics (AISTATS), 2022.

3. J. Kim, S. Hosseinalipour, T. Kim, and D. J. Love, C. G. Brinton, ``Deep Reinforcement Learning-Based Adaptive IRS Control with Limited Feedback Codebooks," IEEE International Conference on Communications (ICC), 2022.

4. S. S. Azam, T. Kim, S. Hosseinalipour, C. J. Wang, S. Bagchi, C. G. Brinton, “Towards Generalized and Distributed Privacy‑Preserving Representation Learning,” Neural Information Processing Systems (NeurIPS) Workshop on Deep Generative Models and Downstream Applications, 2021.

5. F. Lin, S. Hosseinalipour, S. S. Azam, C. G. Brinton, N. Michelusi, ``Federated Learning Beyond the Star: Local D2D Model Consensus with Global Cluster Sampling," in Proceedings of IEEE Global Communications Conference (GLOBECOM), 2021.

6. Y. Su, M. LiWang, S. Hosseinalipour, L. Huang, H. Dai, ``Cooperative Relaying and Power Control for UAV-Assisted Vehicular Networks with Deep Q-Network", in proceedings of IEEE International Conference on Communications in China (ICCC), 2021.

7. S. Wang, M. Lee, S. Hosseinalipour, R. Morabito, M. Chiang, and C. G. Brinton, “Device Sampling for Heterogeneous Federated Learning: Theory, Algorithms, and Implementation”, in proceedings of IEEE International Conference on Computer Communications (INFOCOM), 2021.

8. J. Kim, S. Hosseinalipour, T. Kim, D. J. Love, and C. G. Brinton, “Multi-IRS-assisted Multi-Cell MIMO Communications under Imperfect CSI: A Deep Reinforcement Learning Approach,” IEEE International Conference on Communications workshop (ICC WKSHP), 2021

9. M. S. Oh, S. Hosseinalipour, T. Kim, C. G. Brinton, and D. J. Love, “Channel Estimation via Successive Denoising in MIMO OFDM Systems: A Reinforcement Learning Approach,” in proceedings of IEEE International Conference on Communications (ICC), 2021

10. Y. Su, M. LiWang, S. Hosseinalipour, L. Huang, H. Dai, “Optimal Position Planning of UAV relays in UAV‑assisted Vehicular Networks”, in proceedings of IEEE International Conference on Communications (ICC), 2021.

11. A. Rahmati, S. Hosseinalipour, Y. Yapici, X. He, I. Guvenc, H. Dai, A. Bhuyan,“Energy‑Efficient Beamforming and Power Control for Uplink NOMA in mmWave UAV Networks,” in proceedings of IEEE Global communications conference (GLOBECOM), 2020.

12. S. Hosseinalipour, A. Rahmati, H. Dai, “Optimal Jammer Placement in UAV‑assisted Relay Networks,” in proceedings of IEEE International Conference on Communications (ICC), 2020.

13. A. Rahmati, S. Hosseinalipour, İsmail Güvenç, H. Dai, and A. Bhuyan, “Lifetime Maximization for UAV‑assisted Data Gathering Networks in the Presence of Jamming,” IEEE International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2020.

14. M. Liwang, Z. Gao, S. Hosseinalipour, H. Dai, “Multi‑Task Offloading over Vehicular Clouds under Graph‑based Representation,” in proceedings of IEEE International Conference on Communications (ICC), 2020.

15. M. Liwang, Z. Gao, S. Hosseinalipour, H. Dai, X. Wang, “Energy‑aware Allocation of Graph Jobs in Vehicular Cloud Computing‑enabled Software‑defined IoV,” IEEE International Conference on Computer Communications Workshops (INFOCOM Workshop), 2020.

16. S. Hosseinalipour, A. Rahmati, H. Dai, “Interference Avoidance Position Planning in UAV‑assisted Wireless Communication,” in proceedings of IEEE International Conference on Communications (ICC), 2019.

17. A. Nayak, S. Hosseinalipour, H. Dai, “Smart Information Spreading for Opinion Maximization in Social Networks,” in proceedings of IEEE International Conference on Computer Communications (INFOCOM), 2019.

18. A. Rahmati, S. Hosseinalipour, Y. Yapici, X. He, I. Guvenc, H. Dai, A. Bhuyan, “Interference Avoidance in UAV‑Assisted Networks: Joint 3D Trajectory Design and Power Allocation,” in proceedings of IEEE Global communications conference (GLOBECOM), 2019.

19. A. Rahmati, S. Hosseinalipour, H. Dai, “Optimal Time Allocation in VANETs Advertising: A Price‑Based Approach using Stacklberg Game,” in proceedings of IEEE International Conference on Communications (ICC), 2019.

20. S. Hosseinalipour, and H. Dai, “Options‑based Sequential Auctions for Dynamic Cloud Resource Allocation,” in proceedings of IEEE International Conference on Communications (ICC), 2017.

21. S. Hosseinalipour, J. Wang, H. Dai, and W. Wang “Detection of Infections using Graph Signal Processing in Heterogeneous Networks,” in proceedings of IEEE Global communications conference (GLOBECOM), 2017.

22. S. Hosseinalipour, A. Nayak, H. Dai, “Real‑Time Strategy Selection for Mobile Advertising in VANETs,” in proceedings of IEEE Global communications conference (GLOBECOM), 2017.

23. A. Nayak, S. Hosseinalipour, H. Dai, “Dynamic Advertising in VANETs using Repeated Auctions,” in proceedings of IEEE Global communications conference (GLOBECOM), 2017.

24. S. Hosseinalipour, A. Sakzad, M‑R. Sadeghi, “Minimum Free Distance of CCSDS Turbo Encoders under (Truncated) Mobius Interleavers,” in proceedings of Iranian Workshop on Communication and Information Theory (IWCIT), 2015.