Jy-yong Sohn

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Jaekyun MoonUniversity of Minnesota, KAIST, Carnegie Mellon UniversityVerified email at kaist.edu
Kangwook LeeUniversity of Wisconsin-MadisonVerified email at wisc.edu
Dimitris PapailiopoulosAssociate Professor, University of Wisconsin-MadisonVerified email at papail.io
Shashank RajputGraduate Student, University of Wisconsin - MadisonVerified email at wisc.edu
Beongjun ChoiETRIVerified email at etri.re.kr
Kartik SreenivasanGraduate Student, University of Wisconsin-MadisonVerified email at wisc.edu
Dong-Jun HanPurdue UniversityVerified email at purdue.edu
Sung Whan YoonAssistant Professor, Ulsan National Institute of Science and Technology (UNIST)Verified email at unist.ac.kr
Hongyi WangSenior Researcher, Carnegie Mellon UniversityVerified email at andrew.cmu.edu
Changho SuhAssociate Professor of Electrical Engineering, KAISTVerified email at kaist.ac.kr
Tuan DinhUniversity of California, San FranciscoVerified email at ucsf.edu
Yuchen ZengUniversity of Wisconsin-MadisonVerified email at wisc.edu
Angeliki GiannouUniversity of Wisconsin–MadisonVerified email at wisc.edu
Junjie HuAssistant Professor, University of Wisconsin-MadisonVerified email at wisc.edu
Ramtin PedarsaniAssociate Professor, Electrical and Computer Engineering, UC Santa BarbaraVerified email at ece.ucsb.edu
Jaejun YooAssistant Professor, Laboratory of Advanced Imaging Technology (LAIT), UNISTVerified email at unist.ac.kr
Dongyoon HanNAVER AI LabVerified email at navercorp.com

Jy-yong Sohn

Yonsei University

Verified email at yonsei.ac.kr - Homepage

Machine Learning Information Theory


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
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	289	2020
Hierarchical coding for distributed computing H Park, K Lee, J Sohn, C Suh, J Moon IEEE ISIT, 2018	72	2018
Capacity of Clustered Distributed Storage J Sohn, B Choi, SW Yoon, J Moon IEEE TIT, 2018	55	2018
Communication-computation efficient secure aggregation for federated learning B Choi, J Sohn, DJ Han, J Moon arXiv, 2020	43	2020
Election Coding for Distributed Learning: Protecting SignSGD against Byzantine Attacks J Sohn, DJ Han, B Choi, J Moon NeurIPS 2020, 2020	27	2020
Coded matrix multiplication on a group-based model M Kim, J Sohn, J Moon IEEE ISIT, 2019	23	2019
On reusing pilots among interfering cells in massive MIMO JY Sohn, SW Yoon, J Moon IEEE TWC, 2017	23	2017
Scalable network-coded PBFT consensus algorithm B Choi, J Sohn, DJ Han, J Moon IEEE ISIT, 2019	21	2019
A Class of MSR Codes for Clustered Distributed Storage J Sohn, B Choi, J Moon IEEE ISIT, 2018	16	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	12	2022
Coded distributed computing over packet erasure channels DJ Han, J Sohn, J Moon IEEE ISIT, 2019	10	2019
Finding Nearly Everything within Random Binary Networks K Sreenivasan, S Rajput, JY Sohn, D Papailiopoulos AISTATS 2022, 2022	9*	2022
Rare Gems: Finding Lottery Tickets at Initialization K Sreenivasan, J Sohn, L Yang, M Grinde, A Nagle, H Wang, K Lee, ... NeurIPS 2022, 2022	8	2022
GenLabel: Mixup Relabeling using Generative Models J Sohn, L Shang, H Chen, J Moon, D Papailiopoulos, K Lee ICML 2022, 2022	8	2022
Pilot reuse strategy maximizing the weighted-sum-rate in massive MIMO systems J Sohn, SW Yoon, J Moon IEEE JSAC, 2017	8	2017
When pilots should not be reused across interfering cells in massive MIMO JY Sohn, SW Yoon, J Moon IEEE ICC, 2015	8	2015
Looped transformers as programmable computers A Giannou, S Rajput, J Sohn, K Lee, JD Lee, D Papailiopoulos ICML 2023, 2023	6	2023
Coded Wireless Distributed Computing with Packet Losses and Retransmissions DJ Han, JY Sohn, J Moon IEEE TWC, 2021	6	2021
Hierarchical Broadcast Coding: Expediting Distributed Learning at the Wireless Edge DJ Han, JY Sohn, J Moon IEEE TWC, 2020	5	2020
Breaking Fair Binary Classification with Optimal Flipping Attacks C Jo, J Sohn, K Lee ISIT 2022, 2022	4	2022

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