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ORCIDJinhyun So
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2020 – today
- 2024
[j5]Baturalp Buyukates
, Jinhyun So, Hessam Mahdavifar, Salman Avestimehr:
LightVeriFL: A Lightweight and Verifiable Secure Aggregation for Federated Learning. IEEE J. Sel. Areas Inf. Theory 5: 285-301 (2024)- [j4]Baturalp Buyukates, Jinhyun So, Hessam Mahdavifar, Salman Avestimehr:
Erratum to "LightVeriFL: A Lightweight and Verifiable Secure Aggregation for Federated Learning". IEEE J. Sel. Areas Inf. Theory 5: 570-571 (2024) - [i15]Jinhyun So, Hyukjoon Kwon:
Universal Auto-encoder Framework for MIMO CSI Feedback. CoRR abs/2403.00299 (2024) - 2023
- [c6]Jinhyun So, Ramy E. Ali, Basak Güler, Jiantao Jiao, Amir Salman Avestimehr:
Securing Secure Aggregation: Mitigating Multi-Round Privacy Leakage in Federated Learning. AAAI 2023: 9864-9873 - [c5]Jinhyun So, Hyukjoon Kwon:
Universal Auto-Encoder Framework for MIMO CSI Feedback. GLOBECOM 2023: 1-7 - 2022
- [c4]Jinhyun So, Corey J. Nolet, Chien-Sheng Yang, Songze Li, Qian Yu, Ramy E. Ali, Basak Guler, Salman Avestimehr:
LightSecAgg: a Lightweight and Versatile Design for Secure Aggregation in Federated Learning. MLSys 2022 - [i14]Jinhyun So, Kevin Hsieh, Behnaz Arzani, Shadi A. Noghabi, Salman Avestimehr, Ranveer Chandra:
FedSpace: An Efficient Federated Learning Framework at Satellites and Ground Stations. CoRR abs/2202.01267 (2022) - 2021
- [j3]Jinhyun So, Basak Güler, Amir Salman Avestimehr:
Byzantine-Resilient Secure Federated Learning. IEEE J. Sel. Areas Commun. 39(7): 2168-2181 (2021) - [j2]Jinhyun So, Basak Güler, Amir Salman Avestimehr:
CodedPrivateML: A Fast and Privacy-Preserving Framework for Distributed Machine Learning. IEEE J. Sel. Areas Inf. Theory 2(1): 441-451 (2021) - [j1]Jinhyun So, Basak Güler, Amir Salman Avestimehr:
Turbo-Aggregate: Breaking the Quadratic Aggregation Barrier in Secure Federated Learning. IEEE J. Sel. Areas Inf. Theory 2(1): 479-489 (2021) - [c3]Jinhyun So, Mi Lu:
Buffer-referred Data Prefetching: An Effective Approach to Coverage-Driven Prefetching. ICAC 2021: 1-6 - [i13]Jinhyun So, Ramy E. Ali, Basak Guler, Jiantao Jiao, Salman Avestimehr:
Securing Secure Aggregation: Mitigating Multi-Round Privacy Leakage in Federated Learning. CoRR abs/2106.03328 (2021) - [i12]Chien-Sheng Yang, Jinhyun So, Chaoyang He, Songze Li, Qian Yu, Salman Avestimehr:
LightSecAgg: Rethinking Secure Aggregation in Federated Learning. CoRR abs/2109.14236 (2021) - [i11]Jinhyun So, Ramy E. Ali, Basak Güler, Amir Salman Avestimehr:
Secure Aggregation for Buffered Asynchronous Federated Learning. CoRR abs/2110.02177 (2021) - [i10]Jinhyun So, Ramy E. Ali, Basak Guler, Jiantao Jiao, Salman Avestimehr:
Securing Secure Aggregation: Mitigating Multi-Round Privacy Leakage in Federated Learning. IACR Cryptol. ePrint Arch. 2021: 771 (2021) - 2020
- [c2]Jinhyun So, Basak Güler, Salman Avestimehr:
A Scalable Approach for Privacy-Preserving Collaborative Machine Learning. NeurIPS 2020 - [i9]Jinhyun So, Basak Guler, Amir Salman Avestimehr:
Turbo-Aggregate: Breaking the Quadratic Aggregation Barrier in Secure Federated Learning. CoRR abs/2002.04156 (2020) - [i8]Jinhyun So, Basak Guler, Amir Salman Avestimehr:
Byzantine-Resilient Secure Federated Learning. CoRR abs/2007.11115 (2020) - [i7]Chaoyang He, Songze Li, Jinhyun So, Mi Zhang, Hongyi Wang, Xiaoyang Wang, Praneeth Vepakomma, Abhishek Singh, Hang Qiu, Li Shen, Peilin Zhao, Yan Kang, Yang Liu, Ramesh Raskar, Qiang Yang, Murali Annavaram, Salman Avestimehr:
FedML: A Research Library and Benchmark for Federated Machine Learning. CoRR abs/2007.13518 (2020) - [i6]Jinhyun So, Basak Guler, Amir Salman Avestimehr:
A Scalable Approach for Privacy-Preserving Collaborative Machine Learning. CoRR abs/2011.01963 (2020) - [i5]Ramy E. Ali, Jinhyun So, Amir Salman Avestimehr:
On Polynomial Approximations for Privacy-Preserving and Verifiable ReLU Networks. CoRR abs/2011.05530 (2020) - [i4]Jinhyun So, Basak Guler, Amir Salman Avestimehr:
Turbo-Aggregate: Breaking the Quadratic Aggregation Barrier in Secure Federated Learning. IACR Cryptol. ePrint Arch. 2020: 167 (2020)
2010 – 2019
- 2019
- [i3]Jinhyun So, Basak Guler, Amir Salman Avestimehr, Payman Mohassel:
CodedPrivateML: A Fast and Privacy-Preserving Framework for Distributed Machine Learning. CoRR abs/1902.00641 (2019) - [i2]Jinhyun So, Basak Guler, Amir Salman Avestimehr, Payman Mohassel:
CodedPrivateML: A Fast and Privacy-Preserving Framework for Distributed Machine Learning. IACR Cryptol. ePrint Arch. 2019: 140 (2019) - 2018
- [i1]Qian Yu, Netanel Raviv, Jinhyun So, Amir Salman Avestimehr:
Lagrange Coded Computing: Optimal Design for Resiliency, Security and Privacy. CoRR abs/1806.00939 (2018) - 2012
- [c1]Jinhyun So, Sungho Choi, Seung Hyeok Ahn, Eui-Rim Jeong, Yong Hoon Lee:
Digital predistortion based on envelope feedback. ICASSP 2012: 3169-3172
Coauthor Index
aka: Salman Avestimehr
aka: Basak Güler
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