Fairfed: Enabling group fairness in federated learning YH Ezzeldin, S Yan, C He, E Ferrara, AS Avestimehr Proceedings of the AAAI Conference on Artificial Intelligence 37 (6), 7494-7502, 2023 | 144 | 2023 |
Communication vs distributed computation: an alternative trade-off curve YH Ezzeldin, M Karmoose, C Fragouli 2017 IEEE Information Theory Workshop (ITW), 279-283, 2017 | 56 | 2017 |
How Much Privacy Does Federated Learning with Secure Aggregation Guarantee? AR Elkordy, J Zhang, YH Ezzeldin, K Psounis, S Avestimehr arXiv preprint arXiv:2208.02304, 2022 | 30 | 2022 |
SLoRA: Federated parameter efficient fine-tuning of language models S Babakniya, AR Elkordy, YH Ezzeldin, Q Liu, KB Song, M El-Khamy, ... arXiv preprint arXiv:2308.06522, 2023 | 26 | 2023 |
Quantization of distributed data for learning OA Hanna, YH Ezzeldin, C Fragouli, S Diggavi IEEE Journal on Selected Areas in Information Theory 2 (3), 987-1001, 2021 | 22 | 2021 |
On Distributed Quantization for Classification OA Hanna, YH Ezzeldin, T Sadjadpour, C Fragouli, S Diggavi IEEE Journal on Selected Areas in Information Theory 1 (1), 237-249, 2020 | 21 | 2020 |
Federated Analytics: A Survey AR Elkordy, YH Ezzeldin, S Han, S Sharma, C He, S Mehrotra, ... APSIPA Transactions on Signal and Information Processing 12 (1), 2023 | 19 | 2023 |
Gaussian 1-2-1 networks: Capacity results for mmwave communications YH Ezzeldin, M Cardone, C Fragouli, G Caire IEEE Transactions on Information Theory, 2020 | 19 | 2020 |
Efficiently finding simple schedules in Gaussian half-duplex relay line networks YH Ezzeldin, M Cardone, C Fragouli, D Tuninetti 2017 IEEE International Symposium on Information Theory (ISIT), 471-475, 2017 | 16 | 2017 |
Secure aggregation in federated learning is not private: Leaking user data at large scale through model modification JC Zhao, A Sharma, AR Elkordy, YH Ezzeldin, S Avestimehr, S Bagchi arXiv preprint arXiv:2303.12233 2 (3), 4, 2023 | 15 | 2023 |
The Resource Problem of Using Linear Layer Leakage Attack in Federated Learning JC Zhao, AR Elkordy, A Sharma, YH Ezzeldin, S Avestimehr, S Bagchi Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2023 | 12 | 2023 |
Network Simplification in Half-Duplex: Building on Submodularity YH Ezzeldin, M Cardone, C Fragouli, D Tuninetti IEEE Transactions on Information Theory 65 (10), 6801-6818, 2019 | 11 | 2019 |
LOKI: Large-scale Data Reconstruction Attack against Federated Learning through Model Manipulation JC Zhao, A Sharma, AR Elkordy, YH Ezzeldin, S Avestimehr, S Bagchi 2024 IEEE Symposium on Security and Privacy (SP), 30-30, 2023 | 10 | 2023 |
A Reinforcement Learning Approach for Scheduling in mmWave Networks MG Dogan, YH Ezzeldin, C Fragouli, AW Bohannon MILCOM 2021-2021 IEEE Military Communications Conference (MILCOM), 771-776, 2021 | 9 | 2021 |
Wireless network simplification: Beyond diamond networks YH Ezzeldin, A Sengupta, C Fragouli 2016 IEEE International Symposium on Information Theory (ISIT), 2594-2598, 2016 | 8 | 2016 |
Polynomial-time capacity calculation and scheduling for half-duplex 1-2-1 networks YH Ezzeldin, M Cardone, C Fragouli, G Caire 2019 IEEE International Symposium on Information Theory (ISIT), 460-464, 2019 | 7 | 2019 |
Federated Orthogonal Training: Mitigating Global Catastrophic Forgetting in Continual Federated Learning YF Bakman, DN Yaldiz, YH Ezzeldin, S Avestimehr arXiv preprint arXiv:2309.01289, 2023 | 6 | 2023 |
Best relay selection for underlay cognitive radio systems with collision probability minimization YH Ezzeldin, A Sultan, M Youssef 2014 International Conference on Computing, Networking and Communications …, 2014 | 6 | 2014 |
Wireless Network Simplification: The Performance of Routing YH Ezzeldin, A Sengupta, C Fragouli IEEE Transactions on Information Theory, 2020 | 5 | 2020 |
Sparse reconstruction-based detection of spatial dimension holes in cognitive radio networks YH Ezzeldin, RA Sultan, KG Seddik 2013 IEEE 24th Annual International Symposium on Personal, Indoor, and …, 2013 | 5 | 2013 |