| Communication-efficient and distributed learning over wireless networks: Principles and applications J Park, S Samarakoon, A Elgabli, J Kim, M Bennis, SL Kim, M Debbah Proceedings of the IEEE 109 (5), 796-819, 2021 | 227 | 2021 |
| Extreme URLLC: Vision, challenges, and key enablers J Park, S Samarakoon, H Shiri, MK Abdel-Aziz, T Nishio, A Elgabli, ... arXiv preprint arXiv:2001.09683, 2020 | 126 | 2020 |
| Extreme ultra-reliable and low-latency communication J Park, S Samarakoon, H Shiri, MK Abdel-Aziz, T Nishio, A Elgabli, ... Nature Electronics 5 (3), 133-141, 2022 | 97 | 2022 |
| GADMM: Fast and communication efficient framework for distributed machine learning A Elgabli, J Park, AS Bedi, M Bennis, V Aggarwal Journal of Machine Learning Research 21 (76), 1-39, 2020 | 91 | 2020 |
| Q-GADMM: Quantized Group ADMM for Communication Efficient Decentralized Machine Learning A Elgabli, J Park, AS Bedi, C Ben Issaid, M Bennis, V Aggarwal IEEE transaction in communications 69 (1), 164-181, 2020 | 73 | 2020 |
| Reinforcement learning based scheduling algorithm for optimizing age of information in ultra reliable low latency networks A Elgabli, H Khan, M Krouka, M Bennis 2019 IEEE Symposium on Computers and Communications (ISCC), 1-6, 2019 | 69 | 2019 |
| Harnessing wireless channels for scalable and privacy-preserving federated learning A Elgabli, J Park, CB Issaid, M Bennis IEEE Transactions on Communications 69 (8), 5194-5208, 2021 | 66 | 2021 |
| LBP: Robust rate adaptation algorithm for SVC video streaming A Elgabli, V Aggarwal, S Hao, F Qian, S Sen IEEE/ACM Transactions on Networking 26 (4), 1633-1645, 2018 | 61 | 2018 |
| Reinforcement learning-based vehicle-cell association algorithm for highly mobile millimeter wave communication H Khan, A Elgabli, S Samarakoon, M Bennis, CS Hong IEEE Transactions on Cognitive Communications and Networking 5 (4), 1073-1085, 2019 | 50 | 2019 |
| Optimized preference-aware multi-path video streaming with scalable video coding A Elgabli, K Liu, V Aggarwal IEEE Transactions on Mobile Computing 19 (1), 159-172, 2018 | 46 | 2018 |
| FedNew: A communication-efficient and privacy-preserving Newton-type method for federated learning A Elgabli, CB Issaid, AS Bedi, K Rajawat, M Bennis, V Aggarwal International conference on machine learning, 5861-5877, 2022 | 43 | 2022 |
| Distilling on-device intelligence at the network edge J Park, S Wang, A Elgabli, S Oh, E Jeong, H Cha, H Kim, SL Kim, ... arXiv preprint arXiv:1908.05895, 2019 | 38 | 2019 |
| Communication-efficient and federated multi-agent reinforcement learning M Krouka, A Elgabli, CB Issaid, M Bennis IEEE Transactions on Cognitive Communications and Networking 8 (1), 311-320, 2021 | 30 | 2021 |
| L-FGADMM: Layer-wise federated group ADMM for communication efficient decentralized deep learning A Elgabli, J Park, S Ahmed, M Bennis 2020 IEEE Wireless Communications and Networking Conference (WCNC), 1-6, 2020 | 26 | 2020 |
| FastScan: Robust low-complexity rate adaptation algorithm for video streaming over HTTP A Elgabli, V Aggarwal IEEE Transactions on Circuits and Systems for Video Technology 30 (7), 2240-2249, 2019 | 25 | 2019 |
| SmartStreamer: Preference-aware multipath video streaming over MPTCP A Elgabli, V Aggarwal IEEE Transactions on Vehicular Technology 68 (7), 6975-6984, 2019 | 24 | 2019 |
| Energy-efficient model compression and splitting for collaborative inference over time-varying channels M Krouka, A Elgabli, CB Issaid, M Bennis 2021 IEEE 32nd Annual International Symposium on Personal, Indoor and Mobile …, 2021 | 21 | 2021 |
| A low-complexity detection algorithm for uplink massive MIMO systems based on alternating minimization A Elgabli, A Elghariani, V Aggarwal, MR Bell IEEE Wireless Communications Letters 8 (3), 917-920, 2019 | 21 | 2019 |
| Two-stage LASSO ADMM signal detection algorithm for large scale MIMO A Elgabli, A Elghariani, AO Al-Abbasi, M Bell 2017 51st Asilomar Conference on Signals, Systems, and Computers, 1660-1664, 2017 | 20 | 2017 |
| Communication-efficient split learning based on analog communication and over the air aggregation M Krouka, A Elgabli, C ben Issaid, M Bennis 2021 IEEE Global Communications Conference (GLOBECOM), 1-6, 2021 | 19 | 2021 |
Bennis MehdiFull Professor, IEEE Fellow, Head of ICON, University of OuluVerifierad e-postadress på oulu.fi