| Personalized education in the artificial intelligence era: what to expect next S Maghsudi, A Lan, J Xu, M van Der Schaar IEEE Signal Processing Magazine 38 (3), 37-50, 2021 | 174 | 2021 |
| Multi-armed bandits with application to 5G small cells S Maghsudi, E Hossain IEEE Wireless Communications 23 (3), 64-73, 2016 | 142 | 2016 |
| Hybrid centralized–distributed resource allocation for device-to-device communication underlaying cellular networks S Maghsudi, S Stańczak IEEE Transactions on Vehicular Technology 65 (4), 2481-2495, 2015 | 112 | 2015 |
| Channel selection for network-assisted D2D communication via no-regret bandit learning with calibrated forecasting S Maghsudi, S Stańczak IEEE Transactions on Wireless Communications 14 (3), 1309-1322, 2014 | 108 | 2014 |
| Computation offloading and activation of mobile edge computing servers: A minority game S Ranadheera, S Maghsudi, E Hossain IEEE Wireless Communications Letters 7 (5), 688-691, 2018 | 92 | 2018 |
| Game theoretic mechanisms for resource management in massive wireless IoT systems P Semasinghe, S Maghsudi, E Hossain IEEE Communications Magazine 55 (2), 121-127, 2017 | 88 | 2017 |
| Computation offloading in heterogeneous vehicular edge networks: On-line and off-policy bandit solutions A Bozorgchenani, S Maghsudi, D Tarchi, E Hossain IEEE Transactions on Mobile Computing 21 (12), 4233-4248, 2021 | 70 | 2021 |
| Mobile edge computation offloading using game theory and reinforcement learning S Ranadheera, S Maghsudi, E Hossain arXiv preprint arXiv:1711.09012, 2017 | 66 | 2017 |
| Roadmap for Edge AI: A Dagstuhl Perspective AY Ding, E Peltonen, T Meuser, A Aral, C Becker, S Dustdar, T Hiessl, ... arXiv preprint arXiv:2112.00616, 2021 | 65 | 2021 |
| Joint channel selection and power control in infrastructureless wireless networks: A multiplayer multiarmed bandit framework S Maghsudi, S Stańczak IEEE Transactions on Vehicular Technology 64 (10), 4565-4578, 2014 | 59 | 2014 |
| Distributed user association in energy harvesting dense small cell networks: A mean-field multi-armed bandit approach S Maghsudi, E Hossain IEEE Access 5, 3513-3523, 2017 | 57 | 2017 |
| Towards auction-based function placement in serverless fog platforms D Bermbach, S Maghsudi, J Hasenburg, T Pfandzelter 2020 IEEE International Conference on Fog Computing (ICFC), 25-31, 2020 | 56 | 2020 |
| Distributed beamforming techniques for cell-free wireless networks using deep reinforcement learning F Fredj, Y Al-Eryani, S Maghsudi, M Akrout, E Hossain IEEE Transactions on Cognitive Communications and Networking 8 (2), 1186-1201, 2022 | 46* | 2022 |
| Multi-armed bandit for energy-efficient and delay-sensitive edge computing in dynamic networks with uncertainty S Ghoorchian, S Maghsudi IEEE Transactions on Cognitive Communications and Networking 7 (1), 279-293, 2020 | 43 | 2020 |
| Minority games with applications to distributed decision making and control in wireless networks S Ranadheera, S Maghsudi, E Hossain IEEE Wireless Communications 24 (5), 184-192, 2017 | 38 | 2017 |
| Distributed user association in energy harvesting small cell networks: A probabilistic bandit model S Maghsudi, E Hossain IEEE Transactions on Wireless Communications 16 (3), 1549-1563, 2017 | 36 | 2017 |
| Heuristic Algorithms for Influence Maximization in Partially Observable Social Networks. S Stein, S Eshghi, S Maghsudi, L Tassiulas, RKE Bellamy, NR Jennings SocInf@ IJCAI, 20-32, 2017 | 28 | 2017 |
| Joint channel allocation and power control for underlay D2D transmission S Maghsudi, S Stańczak 2015 IEEE International Conference on Communications (ICC), 2091-2096, 2015 | 28 | 2015 |
| On transmission mode selection in D2D-enhanced small cell networks S Maghsudi, D Niyato IEEE Wireless Communications Letters 6 (5), 618-621, 2017 | 25 | 2017 |
| Distributed user association in energy harvesting small cell networks: An exchange economy with uncertainty S Maghsudi, E Hossain IEEE Transactions on Green Communications and Networking 1 (3), 294-308, 2017 | 25* | 2017 |
