Attack of the tails: Yes, you really can backdoor federated learning H Wang, K Sreenivasan, S Rajput, H Vishwakarma, S Agarwal, J Sohn, ... NeurIPS 2020, 2020 | 537 | 2020 |
Hierarchical coding for distributed computing H Park, K Lee, J Sohn, C Suh, J Moon IEEE ISIT, 2018 | 81 | 2018 |
LIFT: Language-Interfaced Fine-Tuning for Non-Language Machine Learning Tasks T Dinh, Y Zeng, R Zhang, Z Lin, S Rajput, M Gira, J Sohn, ... NeurIPS 2022, 2022 | 75 | 2022 |
Communication-computation efficient secure aggregation for federated learning B Choi, J Sohn, DJ Han, J Moon arXiv, 2020 | 65 | 2020 |
Capacity of Clustered Distributed Storage J Sohn, B Choi, SW Yoon, J Moon IEEE TIT, 2018 | 60 | 2018 |
Looped transformers as programmable computers A Giannou, S Rajput, J Sohn, K Lee, JD Lee, D Papailiopoulos ICML 2023, 2023 | 54 | 2023 |
Election Coding for Distributed Learning: Protecting SignSGD against Byzantine Attacks J Sohn, DJ Han, B Choi, J Moon NeurIPS 2020, 2020 | 40 | 2020 |
Rare Gems: Finding Lottery Tickets at Initialization K Sreenivasan, J Sohn, L Yang, M Grinde, A Nagle, H Wang, K Lee, ... NeurIPS 2022, 2022 | 31 | 2022 |
Coded matrix multiplication on a group-based model M Kim, J Sohn, J Moon IEEE ISIT, 2019 | 29 | 2019 |
Scalable network-coded PBFT consensus algorithm B Choi, J Sohn, DJ Han, J Moon IEEE ISIT, 2019 | 27 | 2019 |
On reusing pilots among interfering cells in massive MIMO JY Sohn, SW Yoon, J Moon IEEE TWC, 2017 | 25 | 2017 |
A Class of MSR Codes for Clustered Distributed Storage J Sohn, B Choi, J Moon IEEE ISIT, 2018 | 19 | 2018 |
Finding Nearly Everything within Random Binary Networks K Sreenivasan, S Rajput, JY Sohn, D Papailiopoulos AISTATS 2022, 2022 | 15* | 2022 |
Coded Wireless Distributed Computing with Packet Losses and Retransmissions DJ Han, JY Sohn, J Moon IEEE TWC, 2021 | 15 | 2021 |
GenLabel: Mixup Relabeling using Generative Models J Sohn, L Shang, H Chen, J Moon, D Papailiopoulos, K Lee ICML 2022, 2022 | 14 | 2022 |
Coded distributed computing over packet erasure channels DJ Han, J Sohn, J Moon IEEE ISIT, 2019 | 14 | 2019 |
When pilots should not be reused across interfering cells in massive MIMO JY Sohn, SW Yoon, J Moon IEEE ICC, 2015 | 9 | 2015 |
Breaking Fair Binary Classification with Optimal Flipping Attacks C Jo, J Sohn, K Lee ISIT 2022, 2022 | 8 | 2022 |
Hierarchical Broadcast Coding: Expediting Distributed Learning at the Wireless Edge DJ Han, JY Sohn, J Moon IEEE TWC, 2020 | 8 | 2020 |
Pilot reuse strategy maximizing the weighted-sum-rate in massive MIMO systems J Sohn, SW Yoon, J Moon IEEE JSAC, 2017 | 8 | 2017 |