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Jy-yong Sohn
Jy-yong Sohn
Yonsei University
yonsei.ac.kr의 이메일 확인됨 - 홈페이지
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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
6042020
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
942022
Hierarchical coding for distributed computing
H Park, K Lee, J Sohn, C Suh, J Moon
IEEE ISIT, 2018
842018
Communication-computation efficient secure aggregation for federated learning
B Choi, J Sohn, DJ Han, J Moon
arXiv, 2020
752020
Looped transformers as programmable computers
A Giannou, S Rajput, J Sohn, K Lee, JD Lee, D Papailiopoulos
ICML 2023, 2023
662023
Capacity of Clustered Distributed Storage
J Sohn, B Choi, SW Yoon, J Moon
IEEE TIT, 2018
602018
Election Coding for Distributed Learning: Protecting SignSGD against Byzantine Attacks
J Sohn, DJ Han, B Choi, J Moon
NeurIPS 2020, 2020
412020
Rare Gems: Finding Lottery Tickets at Initialization
K Sreenivasan, J Sohn, L Yang, M Grinde, A Nagle, H Wang, K Lee, ...
NeurIPS 2022, 2022
392022
Coded matrix multiplication on a group-based model
M Kim, J Sohn, J Moon
IEEE ISIT, 2019
322019
Scalable network-coded PBFT consensus algorithm
B Choi, J Sohn, DJ Han, J Moon
IEEE ISIT, 2019
272019
On reusing pilots among interfering cells in massive MIMO
JY Sohn, SW Yoon, J Moon
IEEE TWC, 2017
242017
A Class of MSR Codes for Clustered Distributed Storage
J Sohn, B Choi, J Moon
IEEE ISIT, 2018
192018
GenLabel: Mixup Relabeling using Generative Models
J Sohn, L Shang, H Chen, J Moon, D Papailiopoulos, K Lee
ICML 2022, 2022
172022
Finding Nearly Everything within Random Binary Networks
K Sreenivasan, S Rajput, JY Sohn, D Papailiopoulos
AISTATS 2022, 2022
16*2022
Coded Wireless Distributed Computing with Packet Losses and Retransmissions
DJ Han, JY Sohn, J Moon
IEEE TWC, 2021
152021
Coded distributed computing over packet erasure channels
DJ Han, J Sohn, J Moon
IEEE ISIT, 2019
142019
Equal Improvability: A New Fairness Notion Considering the Long-term Impact
O Guldogan, Y Zeng, J Sohn, R Pedarsani, K Lee
ICLR 2023, 2022
92022
Breaking Fair Binary Classification with Optimal Flipping Attacks
C Jo, J Sohn, K Lee
ISIT 2022, 2022
92022
Hierarchical Broadcast Coding: Expediting Distributed Learning at the Wireless Edge
DJ Han, JY Sohn, J Moon
IEEE TWC, 2020
92020
When pilots should not be reused across interfering cells in massive MIMO
JY Sohn, SW Yoon, J Moon
IEEE ICC, 2015
92015
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학술자료 1–20