| Fast-convergent federated learning HT Nguyen, V Sehwag, S Hosseinalipour, CG Brinton, M Chiang, ... IEEE Journal on Selected Areas in Communications 39 (1), 201-218, 2020 | 238 | 2020 |
| From federated to fog learning: Distributed machine learning over heterogeneous wireless networks S Hosseinalipour, CG Brinton, V Aggarwal, H Dai, M Chiang IEEE Communications Magazine 58 (12), 41-47, 2020 | 178 | 2020 |
| Multi-stage hybrid federated learning over large-scale D2D-enabled fog networks S Hosseinalipour, SS Azam, CG Brinton, N Michelusi, V Aggarwal, ... IEEE/ACM Transactions on Networking, 2022 | 129* | 2022 |
| Device sampling for heterogeneous federated learning: Theory, algorithms, and implementation S Wang, M Lee, S Hosseinalipour, R Morabito, M Chiang, CG Brinton IEEE INFOCOM 2021-IEEE Conference on Computer Communications, 1-10, 2021 | 122 | 2021 |
| Semi-decentralized federated learning with cooperative D2D local model aggregations FPC Lin, S Hosseinalipour, SS Azam, CG Brinton, N Michelusi IEEE Journal on Selected Areas in Communications 39 (12), 3851-3869, 2021 | 118 | 2021 |
| Interference avoidance position planning in dual-hop and multi-hop UAV relay networks S Hosseinalipour, A Rahmati, H Dai IEEE Transactions on Wireless Communications 19 (11), 7033-7048, 2020 | 55 | 2020 |
| Latency optimization for blockchain-empowered federated learning in multi-server edge computing DC Nguyen, S Hosseinalipour, DJ Love, PN Pathirana, CG Brinton IEEE Journal on Selected Areas in Communications 40 (12), 3373-3390, 2022 | 53 | 2022 |
| Designing optimal interlink patterns to maximize robustness of interdependent networks against cascading failures S Chattopadhyay, H Dai, S Hosseinalipour IEEE Transactions on Communications 65 (9), 3847-3862, 2017 | 53 | 2017 |
| Allocation of computation-intensive graph jobs over vehicular clouds in IoV M LiWang, S Hosseinalipour, Z Gao, Y Tang, L Huang, H Dai IEEE Internet of Things Journal 7 (1), 311-324, 2019 | 47 | 2019 |
| UAV-assisted online machine learning over multi-tiered networks: A hierarchical nested personalized federated learning approach S Wang, S Hosseinalipour, M Gorlatova, CG Brinton, M Chiang IEEE Transactions on Network and Service Management, 2022 | 44 | 2022 |
| Multi-IRS-assisted multi-cell uplink MIMO communications under imperfect CSI: A deep reinforcement learning approach J Kim, S Hosseinalipour, T Kim, DJ Love, CG Brinton 2021 IEEE International Conference on Communications Workshops (ICC …, 2021 | 40* | 2021 |
| A truthful auction for graph job allocation in vehicular cloud-assisted networks Z Gao, M Liwang, S Hosseinalipour, H Dai, X Wang IEEE Transactions on Mobile Computing, 2021 | 31 | 2021 |
| Dynamic interference management for UAV-assisted wireless networks A Rahmati, S Hosseinalipour, Y Yapıcı, X He, I Güvenç, H Dai, A Bhuyan IEEE Transactions on Wireless Communications 21 (4), 2637-2653, 2021 | 30 | 2021 |
| Parallel successive learning for dynamic distributed model training over heterogeneous wireless networks S Hosseinalipour, S Wang, N Michelusi, V Aggarwal, CG Brinton, DJ Love, ... IEEE/ACM Transactions on Networking, 2023 | 26 | 2023 |
| Interference avoidance position planning in UAV-assisted wireless communication S Hosseinalipour, A Rahmati, H Dai ICC 2019-2019 IEEE International Conference on Communications (ICC), 1-6, 2019 | 26 | 2019 |
| RFID: towards low latency and reliable DAG task scheduling over dynamic vehicular clouds Z Liu, M Liwang, S Hosseinalipour, H Dai, Z Gao, L Huang IEEE Transactions on Vehicular Technology, 2023 | 25 | 2023 |
| Power-aware allocation of graph jobs in geo-distributed cloud networks S Hosseinalipour, A Nayak, H Dai IEEE Transactions on Parallel and Distributed Systems 31 (4), 749-765, 2019 | 24 | 2019 |
| Energy-aware stochastic UAV-assisted surveillance S Hosseinalipour, A Rahmati, H Dai IEEE Transactions on Wireless Communications 20 (5), 2820-2837, 2020 | 23 | 2020 |
| Mitigating Biases in Student Performance Prediction via Attention-Based Personalized Federated Learning YW Chu, S Hosseinalipour, E Tenorio, L Cruz, K Douglas, A Lan, ... 2022 ACM International Conference on Information and Knowledge Management (CIKM), 2022 | 22 | 2022 |
| A Fast Graph Neural Network-Based Method for Winner Determination in Multi-Unit Combinatorial Auctions M Lee, S Hosseinalipour, CG Brinton, G Yu, H Dai IEEE Transactions on Cloud Computing, 2020 | 21 | 2020 |
Christopher G. BrintonElmore Associate Professor of ECE, Purdue UniversityVerified email at purdue.edu
