Yahya Essa (Ezzeldin)

Publications

Journal Papers

  1. Ahmed ElKordy, Jiang Zhang, Yahya H. Ezzeldin, Konstantinos Psounis, Salman Avestimehr, "How Much Privacy Does Federated Learning with Secure Aggregation Guarantee?" Proceedings on Privacy Enhancing Technologies, Volume 2023.
  2. Mine Gokce Dogan, Yahya H. Ezzeldin, Christina Fragouli, "Gomory-Hu Trees Over Wireless" IEEE Communications Letters, Volume:26, Issue:5 , 2022.
  3. Osama A. Hanna, Yahya H. Ezzeldin, Christina Fragouli, Suhas Diggavi, "Quantization of distributed data for learning" IEEE Journal on Selected Areas in Information Theory, Volume:2, Issue:3 , 2021.
  4. Xiaoshen Song, Yahya H. Ezzeldin, Christina Fragouli, Giuseppe Caire, "Efficient Beam Scheduling for Half-Duplex mmWave Relay Networks", IEEE Transactions on Communications, Volume:69, Issue:9 , 2021.
  5. Yahya H. Ezzeldin, Martina Cardone, Christina Fragouli, Giuseppe Caire, "Gaussian 1-2-1 Networks: Capacity Results for mmWave Communications", IEEE Transactions on Information Theory, Volume:67, Issue:2 , 2021.
  6. Yahya H. Ezzeldin, Ayan Sengupta, Christina Fragouli, "Wireless Network Simplification: The Performance of Routing" IEEE Transactions on Information Theory, Volume:66, Issue:9 , 2020.
  7. Yahya H. Ezzeldin, Martina Cardone, Christina Fragouli, Daniela Tuninetti, "The Approximate Capacity of Half-Duplex Line Networks" IEEE Transactions on Information Theory, Volume:66, Issue:7 , 2020.
  8. Osama A. Hanna, Yahya H. Ezzeldin, Tara Sadjadpour, Christina Fragouli, Suhas Diggavi, "On Distributed Quantization for Classification" IEEE Journal on Selected Areas in Information Theory, Volume:1, Issue:1 , 2020.
  9. Yahya H. Ezzeldin*, Martina Cardone*, Christina Fragouli, Daniela Tuninetti, "Network Simplification in Half-Duplex: Building on Submodularity" IEEE Transactions on Information Theory, Volume:65, Issue:10, 2019. [*co-first authors]
  10. Yahya H. Ezzeldin, Karim G. Seddik, "Pseudo-Lattice Treatment for Subspace Aligned Interference Signals", IEEE Transactions on Vehicular Technology, Volume:63 , Issue:9, 2014.

Conference and Worshop Papers

  1. Yahya H. Ezzeldin, Shen Yan, Chaoyang He, Emilio Ferrara, Salman Avestimehr, "FairFed: Enabling Group Fairness in Federated Learning", AAAI Conference on Artificial Intelligence (AAAI'23), Washington D.C., USA (accepted).
  2. Ahmed ElKordy, Yahya H. Ezzeldin, Salman Avestimehr, "Federated K-Private Set Intersection", ACM International Conference on Information and Knowledge Management (CIKM'22), Atlanta, USA.
  3. Yahya H. Ezzeldin, Shen Yan, Chaoyang He, Emilio Ferrara, Salman Avestimehr, "FairFed: Enabling Group Fairness in Federated Learning", New Frontiers in Federated Learning Workshop at NeurIPS'21, (Online).
  4. Mine Gokce Dogan, Yahya H. Ezzeldin, Christina Fragouli, Addison W Bohannon, "A Reinforcement Learning Approach for Scheduling in mmWave Networks", IEEE Military Communications Conference (MILCOM'21), San Diego, USA.
  5. Mine Gokce Dogan, Yahya H. Ezzeldin, Christina Fragouli, "On optimal relay placement in directional networks", IEEE Int. Symoposium on Information Theory (ISIT'21), Melbourne, Australia.
  6. Yahya H. Ezzeldin, Martina Cardone, Christina Fragouli, "Multilevel Secrecy over 1-2-1 Networks", IEEE Information Theory Workshop (ITW'20), Riva del Garda, Italy.
  7. Juan Carlo Rebanal, Yahya H. Ezzeldin, Christina Fragouli, Paulo Tabuada, "A coding approach to localization using landmarks", IEEE Global Communications Conference (GLOBECOM '20), Taipei, Taiwan.
  8. Yahya H. Ezzeldin, Martina Cardone, Christina Fragouli, Giuseppe Caire, "Gaussian 1-2-1 Networks with Imperfect Beamforming", IEEE Int. Symoposium on Information Theory (ISIT'20), Los Angeles, USA.
  9. Yahya H. Ezzeldin, Martina Cardone, Christina Fragouli, Giuseppe Caire, "Polynomial-time Capacity Calculation and Scheduling for Half-Duplex 1-2-1 Networks", IEEE Int. Symoposium on Information Theory (ISIT'19), Paris, France.
  10. Yahya H. Ezzeldin, Martina Cardone, Christina Fragouli, Giuseppe Caire, "On the Multicast Capacity of Full-Duplex 1-2-1 Networks", IEEE Int. Symoposium on Information Theory (ISIT'19), Paris, France.
  11. Yahya H. Ezzeldin, Christina Fragouli, Suhas Diggavi, "Quantizing Signals for Linear Classification", IEEE Int. Symoposium on Information Theory (ISIT'19), Paris, France.
  12. Yahya H. Ezzeldin, Martina Cardone, Christina Fragouli, Giuseppe Caire, "Gaussian 1-2-1 Networks: Capacity Results for mmWave Communications", IEEE Int. Symoposium on Information Theory (ISIT'18), Vail, USA.
  13. Gaurav Agarwal, Yahya H. Ezzeldin, Martina Cardone, Christina Fragouli, "Secure Communication over 1-2-1 Networks", IEEE Int. Symoposium on Information Theory (ISIT'18), Vail, USA.
  14. Yahya H. Ezzeldin, Martina Cardone, Christina Fragouli, Daniela Tuninetti, "Half-Duplex Routing is NP-hard", Allerton 2017, Monticello, Illinois.
  15. Yahya H. Ezzeldin, Mohammed Karmoose, Christina Fragouli, "Communication vs Distributed Computation: an alternative trade-off curve", IEEE Information Theory Workshop (ITW'17), Kaohsiung, Taiwan.
  16. Yahya H. Ezzeldin, Martina Cardone, Christina Fragouli, Daniela Tuninetti, "Efficiently Finding Simple Schedules in Gaussian Half-Duplex Relay Line Networks", IEEE Int. Symoposium on Information Theory (ISIT'17), Aachen, Germany.
  17. Yahya H. Ezzeldin, Ayan Sengupta, Christina Fragouli, “Wireless Network Simplification: Beyond Diamond Networks”, IEEE Int. Symoposium on Information Theory (ISIT'16), Barcelona, Spain.
  18. Yahya H. Ezzeldin, Mustafa Nainay, "PNCR: A Physical Network Coding Framework for Routing in Wireless Ad-hoc Networks", 2014 IEEE Wireless Communications and Networking Conference (WCNC'14), Istanbul, Turkey.
  19. Yahya H. Ezzeldin, Ahmed Sultan, Moustafa Youssef, "Best Relay Selection for Underlay Cognitive Radio Systems with Collision Probability Minimization", 2014 International Conference on Computing, Networking and communications (ICNC'14), Honolulu, Hawaii, USA. [PDF] [Presentation]
  20. Yahya H. Ezzeldin, Radwa A. Sultan, Karim G. Seddik, "Sparse Reconstruction-Based Detection of Spatial Dimension Holes in Cognitive Radio Networks", IEEE 24th International Symposium on Personal Indoor and Mobile Radio Communications 2013 (PIMRC'13), London, UK.[PDF] [Presentation]

Pre-prints

  1. Ayan Sengupta, Yahya H. Ezzeldin, Siddhartha Brahma, Christina Fragouli, Suhas Diggavi "Consistency in the face of change: an adaptive approach to physical layer cooperation" [arXiv]
  2. Yahya H. Ezzeldin, Ayan Sengupta, Christina Fragouli, "A Note on Antenna Selection in Gaussian MIMO Channels: Capacity Guarantees and Bounds" [arXiv]