Yahya H. Ezzeldin

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Christina FragouliUCLAVerified email at ucla.edu
Salman AvestimehrDean's Professor and Director of USC-Amazon Center on Trustworthy AI, USCVerified email at usc.edu
Ahmed R. ElkordyUniversity of Southern CaliforniaVerified email at usc.edu
Martina CardoneAssistant Professor of Electrical and Computer Engineering, University of MinnesotaVerified email at umn.edu
Chaoyang HeCo-founder, FedML Inc; PhD in CS from University of Southern CaliforniaVerified email at usc.edu
Suhas DiggaviUCLAVerified email at ee.ucla.edu
Giuseppe CaireProfessor, Technical University of Berlin, Germany, and Professor of Electrical Engineering (onVerified email at tu-berlin.de
Osama HannaResearch Scientist, Meta; University of California, Los Angeles (UCLA)Verified email at ucla.edu
Daniela TuninettiProfessor and Department Head, Electrical and Computer Engineering, University of Illinois ChicagoVerified email at uic.edu
Emilio FerraraProfessor of Computer Science at the University of Southern CaliforniaVerified email at usc.edu
Shen YanResearch Scientist at MetaVerified email at fb.com
Ayan SenguptaStaff Engineer, Qualcomm TechnologiesVerified email at qti.qualcomm.com
Joshua Christian ZhaoGraduate Student at Purdue UniversityVerified email at purdue.edu
Saurabh BagchiElectrical and Computer Engineering, Computer Science; Director Army A2I2 & CRISP; Purdue UniversityVerified email at purdue.edu
Mine Gokce DoganPhD student at University of California, Los Angeles (UCLA)Verified email at g.ucla.edu
Konstantinos PsounisProfessor of Electrical and Computer Engineering and Computer Science, University of SouthernVerified email at usc.edu
Mohammed KarmooseAlexandria UniversityVerified email at alexu.edu.eg
Sharad MehrotraDistinguished Professor of Computer Science, Univ. of California, IrvineVerified email at ics.uci.edu
Jiang ZhangUniversity of Southern CaliforniaVerified email at usc.edu
Karim G. SeddikProfessor, Associate Dean for Graduate Studies and Research, American University in CairoVerified email at aucegypt.edu

Yahya H. Ezzeldin

Other namesYahya Essa, Yahya Ezzeldin

Staff Engineer, MediaTek USA Inc.

Verified email at mediatek.com - Homepage

Information Theory Wireless Communications Machine Learning Fairness Federated Learning


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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	109	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	55	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	28	2022
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	23	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	20	2020
Gaussian 1-2-1 networks: Capacity results for mmwave communications YH Ezzeldin, M Cardone, C Fragouli, G Caire IEEE Transactions on Information Theory, 2020	18	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	15	2017
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	12	2023
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, 2023	10	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	9	2019
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	8	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	8	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
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	6	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	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
Federated K-Private Set Intersection AR Elkordy, YH Ezzeldin, S Avestimehr Proceedings of the 31st ACM International Conference on Information …, 2022	4	2022

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