| 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 | 332 | 2023 |
| 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 | 140 | 2023 |
| 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 | 79 | 2023 |
| 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 | 59 | 2022 |
| Communication vs distributed computation: an alternative trade-off curve YH Ezzeldin, M Karmoose, C Fragouli 2017 IEEE Information Theory Workshop (ITW), 279-283, 2017 | 58 | 2017 |
| 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 | 35 | 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 | 33* | 2021 |
| 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 | 31 | 2023 |
| 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 | 31 | 2020 |
| 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 | 25 | 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 | 24 | 2020 |
| 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 | 23 | 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 | 17 | 2021 |
| 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 |
| Federated K-Private Set Intersection AR Elkordy, YH Ezzeldin, S Avestimehr Proceedings of the 31st ACM International Conference on Information …, 2022 | 14 | 2022 |
| 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 | 12 | 2019 |
| Quantizing Signals for Linear Classification YH Ezzeldin, C Fragouli, S Diggavi 2019 IEEE International Symposium on Information Theory (ISIT), 912-916, 2019 | 8 | 2019 |
| 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 | 8 | 2019 |
| 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 |
| 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 |
Christina FragouliUCLAVerified email at ucla.edu
