Jinhyun So

28 papers A* 2B 1Misc 2Journal 21Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
AROMMA: Unifying Olfactory Embeddings for Single Molecules and Mixtures.
CoRR
Dayoung Kang, Jongwon Kim, Jiho Park, Keonseock Lee, Ji-Woong Choi, Jinhyun So
2024 J jnl
Erratum to "LightVeriFL: A Lightweight and Verifiable Secure Aggregation for Federated Learning".
IEEE J. Sel. Areas Inf. Theory
Baturalp Buyukates, Jinhyun So, Hessam Mahdavifar, Salman Avestimehr
2024 J jnl
LightVeriFL: A Lightweight and Verifiable Secure Aggregation for Federated Learning.
IEEE J. Sel. Areas Inf. Theory
Baturalp Buyukates, Jinhyun So, Hessam Mahdavifar, Salman Avestimehr
2024 J jnl
Universal Auto-encoder Framework for MIMO CSI Feedback.
CoRR
Jinhyun So, HyukJoon Kwon
2023 A* conf
Securing Secure Aggregation: Mitigating Multi-Round Privacy Leakage in Federated Learning.
AAAI
Jinhyun So, Ramy E. Ali, Basak Güler, Jiantao Jiao, Amir Salman Avestimehr
2023 B conf
Universal Auto-Encoder Framework for MIMO CSI Feedback.
GLOBECOM
Jinhyun So, HyukJoon Kwon
2022 J jnl
FedSpace: An Efficient Federated Learning Framework at Satellites and Ground Stations.
CoRR
Jinhyun So, Kevin Hsieh, Behnaz Arzani, Shadi A. Noghabi, Salman Avestimehr, Ranveer Chandra
2022 — conf
LightSecAgg: a Lightweight and Versatile Design for Secure Aggregation in Federated Learning.
MLSys
Jinhyun So, Corey J. Nolet, Chien-Sheng Yang, Songze Li, Qian Yu, Ramy E. Ali, Basak Guler, Salman Avestimehr
2021 — conf
Buffer-referred Data Prefetching: An Effective Approach to Coverage-Driven Prefetching.
ICAC
Jinhyun So, Mi Lu
2021 J jnl
Byzantine-Resilient Secure Federated Learning.
IEEE J. Sel. Areas Commun.
Jinhyun So, Basak Güler, Amir Salman Avestimehr
2021 J jnl
CodedPrivateML: A Fast and Privacy-Preserving Framework for Distributed Machine Learning.
IEEE J. Sel. Areas Inf. Theory
Jinhyun So, Basak Güler, Amir Salman Avestimehr
2021 J jnl
LightSecAgg: Rethinking Secure Aggregation in Federated Learning.
CoRR
Chien-Sheng Yang, Jinhyun So, Chaoyang He, Songze Li, Qian Yu, Salman Avestimehr
2021 J jnl
Secure Aggregation for Buffered Asynchronous Federated Learning.
CoRR
Jinhyun So, Ramy E. Ali, Basak Güler, Amir Salman Avestimehr
2021 J jnl
Securing Secure Aggregation: Mitigating Multi-Round Privacy Leakage in Federated Learning.
CoRR
Jinhyun So, Ramy E. Ali, Basak Guler, Jiantao Jiao, Salman Avestimehr
2021 J jnl
Securing Secure Aggregation: Mitigating Multi-Round Privacy Leakage in Federated Learning.
IACR Cryptol. ePrint Arch.
Jinhyun So, Ramy E. Ali, Basak Guler, Jiantao Jiao, Salman Avestimehr
2021 J jnl
Turbo-Aggregate: Breaking the Quadratic Aggregation Barrier in Secure Federated Learning.
IEEE J. Sel. Areas Inf. Theory
Jinhyun So, Basak Güler, Amir Salman Avestimehr
2020 A* conf
A Scalable Approach for Privacy-Preserving Collaborative Machine Learning.
NeurIPS
Jinhyun So, Basak Güler, Salman Avestimehr
2020 J jnl
A Scalable Approach for Privacy-Preserving Collaborative Machine Learning.
CoRR
Jinhyun So, Basak Guler, Amir Salman Avestimehr
2020 J jnl
Byzantine-Resilient Secure Federated Learning.
CoRR
Jinhyun So, Basak Guler, Amir Salman Avestimehr
2020 J jnl
FedML: A Research Library and Benchmark for Federated Machine Learning.
CoRR
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
2020 J jnl
On Polynomial Approximations for Privacy-Preserving and Verifiable ReLU Networks.
CoRR
Ramy E. Ali, Jinhyun So, Amir Salman Avestimehr
2020 J jnl
Turbo-Aggregate: Breaking the Quadratic Aggregation Barrier in Secure Federated Learning.
CoRR
Jinhyun So, Basak Guler, Amir Salman Avestimehr
2020 J jnl
Turbo-Aggregate: Breaking the Quadratic Aggregation Barrier in Secure Federated Learning.
IACR Cryptol. ePrint Arch.
Jinhyun So, Basak Guler, Amir Salman Avestimehr
2019 J jnl
CodedPrivateML: A Fast and Privacy-Preserving Framework for Distributed Machine Learning.
CoRR
Jinhyun So, Basak Guler, Amir Salman Avestimehr, Payman Mohassel
2019 J jnl
CodedPrivateML: A Fast and Privacy-Preserving Framework for Distributed Machine Learning.
IACR Cryptol. ePrint Arch.
Jinhyun So, Basak Guler, Amir Salman Avestimehr, Payman Mohassel
2018 J jnl
Lagrange Coded Computing: Optimal Design for Resiliency, Security and Privacy.
CoRR
Qian Yu, Netanel Raviv, Jinhyun So, Amir Salman Avestimehr
2013 Misc conf
Comparison of Cat Swarm Optimization with particle swarm optimization for IIR system identification.
ACSSC
Jinhyun So, W. Kenneth Jenkins
2012 Misc conf
Digital predistortion based on envelope feedback.
ICASSP
Jinhyun So, Sungho Choi, Seung Hyeok Ahn, Eui-Rim Jeong, Yong Hoon Lee