Jy-yong Sohn

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Kangwook LeeUniversity of Wisconsin-MadisonVerified email at wisc.edu
Jaekyun MoonUniversity of Minnesota, KAIST, Carnegie Mellon UniversityVerified email at kaist.edu
Dimitris PapailiopoulosResearcher at Microsoft Research & Assoc. Professor at University of WisconsinVerified email at papail.io
Shashank RajputResearch Scientist, MosaicML (Databricks)Verified email at databricks.com
Kartik SreenivasanGraduate Student, University of Wisconsin-MadisonVerified email at wisc.edu
Beongjun ChoiETRIVerified email at etri.re.kr
Dong-Jun HanAssistant Professor, Yonsei UniversityVerified email at yonsei.ac.kr
Hongyi WangGenBio AI; Incoming Assistant Professor, Rutgers UniversityVerified email at genbio.ai
Sung Whan YoonAssistant Professor, Ulsan National Institute of Science and Technology (UNIST)Verified email at unist.ac.kr
Yuchen ZengUniversity of Wisconsin-MadisonVerified email at wisc.edu
Tuan DinhUniversity of California, San FranciscoVerified email at ucsf.edu
Angeliki GiannouUniversity of Wisconsin–MadisonVerified email at wisc.edu
Jason D. LeeAssociate Professor of Electrical Engineering and Computer Science, Princeton UniversityVerified email at princeton.edu
Changho SuhProfessor of Electrical Engineering, KAISTVerified email at kaist.ac.kr
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
Byung-Hoon KimYonsei University, College of MedicineVerified email at yonsei.ac.kr
Junjie HuAssistant Professor, University of Wisconsin-MadisonVerified email at wisc.edu
Dohyun KwonDepartment of Mathematics, University of SeoulVerified email at g.ucla.edu

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	713	2020
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	138	2022
Looped transformers as programmable computers A Giannou, S Rajput, J Sohn, K Lee, JD Lee, D Papailiopoulos ICML 2023, 2023	95	2023
Communication-computation efficient secure aggregation for federated learning B Choi, J Sohn, DJ Han, J Moon arXiv, 2020	88	2020
Hierarchical coding for distributed computing H Park, K Lee, J Sohn, C Suh, J Moon IEEE ISIT, 2018	84	2018
Capacity of Clustered Distributed Storage J Sohn, B Choi, SW Yoon, J Moon IEEE TIT, 2018	63	2018
Rare Gems: Finding Lottery Tickets at Initialization K Sreenivasan, J Sohn, L Yang, M Grinde, A Nagle, H Wang, K Lee, ... NeurIPS 2022, 2022	44	2022
Election Coding for Distributed Learning: Protecting SignSGD against Byzantine Attacks J Sohn, DJ Han, B Choi, J Moon NeurIPS 2020, 2020	42	2020
Coded matrix multiplication on a group-based model M Kim, J Sohn, J Moon IEEE ISIT, 2019	32	2019
Scalable network-coded PBFT consensus algorithm B Choi, J Sohn, DJ Han, J Moon IEEE ISIT, 2019	30	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
GenLabel: Mixup Relabeling using Generative Models J Sohn, L Shang, H Chen, J Moon, D Papailiopoulos, K Lee ICML 2022, 2022	18	2022
Coded Wireless Distributed Computing with Packet Losses and Retransmissions DJ Han, JY Sohn, J Moon IEEE TWC, 2021	18	2021
Finding Nearly Everything within Random Binary Networks K Sreenivasan, S Rajput, JY Sohn, D Papailiopoulos AISTATS 2022, 2022	17*	2022
Retrieval-based Evaluation for LLMs: A Case Study in Korean Legal QA C Ryu, S Lee, S Pang, C Choi, H Choi, M Min, JY Sohn EMNLP 2023 Workshop, 2023	16	2023
Coded distributed computing over packet erasure channels DJ Han, J Sohn, J Moon IEEE ISIT, 2019	15	2019
Equal Improvability: A New Fairness Notion Considering the Long-term Impact O Guldogan, Y Zeng, J Sohn, R Pedarsani, K Lee ICLR 2023, 2022	12	2022
Breaking Fair Binary Classification with Optimal Flipping Attacks C Jo, J Sohn, K Lee ISIT 2022, 2022	11	2022
Can We Find Strong Lottery Tickets in Generative Models? S Yeo, Y Jang, J Sohn, D Han, J Yoo AAAI 2023, 2022	9	2022

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