Jinhyun So
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Fedml: A research library and benchmark for federated machine learning
C He, S Li, J So, X Zeng, M Zhang, H Wang, X Wang, P Vepakomma, ...
NeurIPS 2020 Workshop on Scalability, Privacy, and Security in Federated …, 2020
Turbo-aggregate: Breaking the quadratic aggregation barrier in secure federated learning
J So, B Güler, AS Avestimehr
IEEE Journal on Selected Areas in Information Theory 2 (1), 479-489, 2021
Byzantine-resilient secure federated learning
J So, B Güler, AS Avestimehr
IEEE Journal on Selected Areas in Communications 39 (7), 2168-2181, 2020
CodedPrivateML: A fast and privacy-preserving framework for distributed machine learning
J So, B Güler, AS Avestimehr
IEEE Journal on Selected Areas in Information Theory 2 (1), 441-451, 2021
Lightsecagg: a lightweight and versatile design for secure aggregation in federated learning
J So, C He, CS Yang, S Li, Q Yu, R E Ali, B Guler, S Avestimehr
Proceedings of Machine Learning and Systems 4, 694-720, 2022
Securing secure aggregation: Mitigating multi-round privacy leakage in federated learning
J So, RE Ali, B Guler, J Jiao, S Avestimehr
Proceedings of the AAAI Conference on Artificial Intelligence 37, 2023
Fedspace: An efficient federated learning framework at satellites and ground stations
J So, K Hsieh, B Arzani, S Noghabi, S Avestimehr, R Chandra
arXiv preprint arXiv:2202.01267, 2022
A scalable approach for privacy-preserving collaborative machine learning
J So, B Guler, S Avestimehr
Advances in Neural Information Processing Systems 33, 8054-8066, 2020
On polynomial approximations for privacy-preserving and verifiable relu networks
RE Ali, J So, AS Avestimehr
NeurIPS PPML Workshop 2020, 2020
Secure aggregation for buffered asynchronous federated learning
J So, RE Ali, B Güler, AS Avestimehr
Workshop on New Frontiers in Federated Learning in Conjunction with NeurIPS 2021, 2021
Digital predistortion based on envelope feedback
J So, S Choi, SH Ahn, ER Jeong, YH Lee
2012 IEEE International Conference on Acoustics, Speech and Signal …, 2012
Low-cost digital predistortion apparatus and method using envelope detection feedback
YH Lee, JH So, ER Jeong, SH Choi, SH Ahn
US Patent 9,148,093, 2015
Communication device and method of controlling same
SO Jin-Hyun, SB Yeo, SJ Kong, SJ Heo, M Kim, CH Yi
US Patent 9,712,345, 2017
Receiver apparatus and reception method in wireless communication system
SJ Heo, SB Yeo, SO Jin-Hyun
US Patent 9,479,360, 2016
LightVeriFL: Lightweight and Verifiable Secure Federated Learning
B Buyukates, J So, H Mahdavifar, S Avestimehr
Workshop on Federated Learning: Recent Advances and New Challenges (in …, 2022
Universal Auto-Encoder Framework for MIMO CSI Feedback
J So, H Kwon
GLOBECOM 2023-2023 IEEE Global Communications Conference, 01-07, 2023
Generating model update data at satellite
T Hsieh, JH So, B Arzani, SA NOGHABI, R Chandra
US Patent App. 17/649,044, 2023
Research Statement: Scalable, Secure, and Efficient Approaches for Privacy-Preserving Machine Learning
J So
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