Jy-yong Sohn

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 57

Top Topics

Distributed Computing

Distributed Storage

Binary Classification

Top Venues

IEEE Trans. Wirel. Commun.

Publications

Yoonjeong Park, Hyunjin Kim, Chanyeol Choi, Junseong Kim, Jy-yong Sohn
Can Separators Improve Chain-of-Thought Prompting? CoRR (2024)
Chungpa Lee, Joonhwan Chang, Jy-yong Sohn
Analysis of Using Sigmoid Loss for Contrastive Learning. AISTATS (2024)
Chungpa Lee, Joonhwan Chang, Jy-yong Sohn
Analysis of Using Sigmoid Loss for Contrastive Learning. CoRR (2024)
Juyeon Kim, Jeongeun Lee, Yoonho Chang, Chanyeol Choi, Junseong Kim, Jy-yong Sohn
Re-Ex: Revising after Explanation Reduces the Factual Errors in LLM Responses. CoRR (2024)
Jae-hee So, Joonhwan Chang, Eunji Kim, Junho Na, JiYeon Choi, Jy-yong Sohn, Byung-Hoon Kim, Sang Hui Chu
Aligning Large Language Models for Enhancing Psychiatric Interviews through Symptom Delineation and Summarization. CoRR (2024)
Minsu Park, Seyeon Choi, Chanyeol Choi, Junseong Kim, Jy-yong Sohn
Improving Multi-lingual Alignment Through Soft Contrastive Learning. CoRR (2024)
Jaewoong Cho, Kartik Sreenivasan, Keon Lee, Kyunghoo Mun, Soheun Yi, Jeong-Gwan Lee, Anna Lee, Jy-yong Sohn, Dimitris Papailiopoulos, Kangwook Lee
Mini-Batch Optimization of Contrastive Loss. Trans. Mach. Learn. Res. 2024 (2024)
Sehee Lim, Yejin Kim, Chi-Hyun Choi, Jy-yong Sohn, Byung-Hoon Kim
ERD: A Framework for Improving LLM Reasoning for Cognitive Distortion Classification. CoRR (2024)
Sangyeop Yeo, Yoojin Jang, Jy-yong Sohn, Dongyoon Han, Jaejun Yoo
Can We Find Strong Lottery Tickets in Generative Models? AAAI (2023)
Angeliki Giannou, Shashank Rajput, Jy-yong Sohn, Kangwook Lee, Jason D. Lee, Dimitris S. Papailiopoulos
Looped Transformers as Programmable Computers. CoRR (2023)
Jaewoong Cho, Kartik Sreenivasan, Keon Lee, Kyunghoo Mun, Soheun Yi, Jeong-Gwan Lee, Anna Lee, Jy-yong Sohn, Dimitris Papailiopoulos, Kangwook Lee
Mini-Batch Optimization of Contrastive Loss. CoRR (2023)
Ozgur Guldogan, Yuchen Zeng, Jy-yong Sohn, Ramtin Pedarsani, Kangwook Lee
Equal Improvability: A New Fairness Notion Considering the Long-term Impact. ICLR (2023)
Angeliki Giannou, Shashank Rajput, Jy-yong Sohn, Kangwook Lee, Jason D. Lee, Dimitris Papailiopoulos
Looped Transformers as Programmable Computers. ICML (2023)
Changhun Jo, Jy-yong Sohn, Kangwook Lee
Breaking Fair Binary Classification with Optimal Flipping Attacks. ISIT (2022)
Tuan Dinh, Yuchen Zeng, Ruisu Zhang, Ziqian Lin, Michael Gira, Shashank Rajput, Jy-yong Sohn, Dimitris S. Papailiopoulos, Kangwook Lee
LIFT: Language-Interfaced Fine-Tuning for Non-Language Machine Learning Tasks. CoRR (2022)
Tuan Dinh, Yuchen Zeng, Ruisu Zhang, Ziqian Lin, Michael Gira, Shashank Rajput, Jy-yong Sohn, Dimitris S. Papailiopoulos, Kangwook Lee
LIFT: Language-Interfaced Fine-Tuning for Non-language Machine Learning Tasks. NeurIPS (2022)
Sangyeop Yeo, Yoojin Jang, Jy-yong Sohn, Dongyoon Han, Jaejun Yoo
Can We Find Strong Lottery Tickets in Generative Models? CoRR (2022)
Kartik Sreenivasan, Shashank Rajput, Jy-yong Sohn, Dimitris S. Papailiopoulos
Finding Nearly Everything within Random Binary Networks. AISTATS (2022)
Ozgur Guldogan, Yuchen Zeng, Jy-yong Sohn, Ramtin Pedarsani, Kangwook Lee
Equal Improvability: A New Fairness Notion Considering the Long-term Impact. CoRR (2022)
Tuan Dinh, Jy-yong Sohn, Shashank Rajput, Timothy Ossowski, Yifei Ming, Junjie Hu, Dimitris S. Papailiopoulos, Kangwook Lee
Utilizing Language-Image Pretraining for Efficient and Robust Bilingual Word Alignment. EMNLP (Findings) (2022)
Tuan Dinh, Jy-yong Sohn, Shashank Rajput, Timothy Ossowski, Yifei Ming, Junjie Hu, Dimitris S. Papailiopoulos, Kangwook Lee
Utilizing Language-Image Pretraining for Efficient and Robust Bilingual Word Alignment. CoRR (2022)
Jy-yong Sohn, Liang Shang, Hongxu Chen, Jaekyun Moon, Dimitris S. Papailiopoulos, Kangwook Lee
GenLabel: Mixup Relabeling using Generative Models. CoRR (2022)
Jy-yong Sohn, Liang Shang, Hongxu Chen, Jaekyun Moon, Dimitris S. Papailiopoulos, Kangwook Lee
GenLabel: Mixup Relabeling using Generative Models. ICML (2022)
Kartik Sreenivasan, Jy-yong Sohn, Liu Yang, Matthew Grinde, Alliot Nagle, Hongyi Wang, Kangwook Lee, Dimitris S. Papailiopoulos
Rare Gems: Finding Lottery Tickets at Initialization. CoRR (2022)
Changhun Jo, Jy-yong Sohn, Kangwook Lee
Breaking Fair Binary Classification with Optimal Flipping Attacks. CoRR (2022)
Kartik Sreenivasan, Jy-yong Sohn, Liu Yang, Matthew Grinde, Alliot Nagle, Hongyi Wang, Eric P. Xing, Kangwook Lee, Dimitris S. Papailiopoulos
Rare Gems: Finding Lottery Tickets at Initialization. NeurIPS (2022)
Dong-Jun Han, Jy-yong Sohn, Jaekyun Moon
TiBroco: A Fast and Secure Distributed Learning Framework for Tiered Wireless Edge Networks. INFOCOM (2021)
Kartik Sreenivasan, Shashank Rajput, Jy-yong Sohn, Dimitris S. Papailiopoulos
Finding Everything within Random Binary Networks. CoRR (2021)
Dong-Jun Han, Jy-yong Sohn, Jaekyun Moon
Hierarchical Broadcast Coding: Expediting Distributed Learning at the Wireless Edge. IEEE Trans. Wirel. Commun. 20 (4) (2021)
Dong-Jun Han, Jy-yong Sohn, Jaekyun Moon
Coded Wireless Distributed Computing With Packet Losses and Retransmissions. IEEE Trans. Wirel. Commun. 20 (12) (2021)
Jy-yong Sohn, Dong-Jun Han, Beongjun Choi, Jaekyun Moon
Election Coding for Distributed Learning: Protecting SignSGD against Byzantine Attacks. NeurIPS (2020)
Hongyi Wang, Kartik Sreenivasan, Shashank Rajput, Harit Vishwakarma, Saurabh Agarwal, Jy-yong Sohn, Kangwook Lee, Dimitris S. Papailiopoulos
Attack of the Tails: Yes, You Really Can Backdoor Federated Learning. NeurIPS (2020)
Hongyi Wang, Kartik Sreenivasan, Shashank Rajput, Harit Vishwakarma, Saurabh Agarwal, Jy-yong Sohn, Kangwook Lee, Dimitris S. Papailiopoulos
Attack of the Tails: Yes, You Really Can Backdoor Federated Learning. CoRR (2020)
Beongjun Choi, Jy-yong Sohn, Dong-Jun Han, Jaekyun Moon
Communication-Computation Efficient Secure Aggregation for Federated Learning. CoRR (2020)
Muah Kim, Jy-yong Sohn, Jaekyun Moon
Coded Matrix Multiplication on a Group-Based Model. ISIT (2019)
Dong-Jun Han, Jy-yong Sohn, Jaekyun Moon
Coded Distributed Computing over Packet Erasure Channels. ISIT (2019)
Beongjun Choi, Jy-yong Sohn, Sung Whan Yoon, Jaekyun Moon
Secure Clustered Distributed Storage Against Eavesdropping. IEEE Trans. Inf. Theory 65 (11) (2019)
Jy-yong Sohn, Beongjun Choi, Sung Whan Yoon, Jaekyun Moon
Capacity of Clustered Distributed Storage. IEEE Trans. Inf. Theory 65 (1) (2019)
Dong-Jun Han, Jy-yong Sohn, Jaekyun Moon
Coded Distributed Computing over Packet Erasure Channels. CoRR (2019)
Jy-yong Sohn, Dong-Jun Han, Beongjun Choi, Jaekyun Moon
Election Coding for Distributed Learning: Protecting SignSGD against Byzantine Attacks. CoRR (2019)
Beongjun Choi, Jy-yong Sohn, Dong-Jun Han, Jaekyun Moon
Scalable Network-Coded PBFT Consensus Algorithm. ISIT (2019)
Muah Kim, Jy-yong Sohn, Jaekyun Moon
Coded Matrix Multiplication on a Group-Based Model. CoRR (2019)
Hyegyeong Park, Kangwook Lee, Jy-yong Sohn, Changho Suh, Jaekyun Moon
Hierarchical Coding for Distributed Computing. ISIT (2018)
Jy-yong Sohn, Beongjun Choi, Jaekyun Moon
A Class of MSR Codes for Clustered Distributed Storage. ISIT (2018)
Hyegyeong Park, Kangwook Lee, Jy-yong Sohn, Changho Suh, Jaekyun Moon
Hierarchical Coding for Distributed Computing. CoRR (2018)
Jy-yong Sohn, Beongjun Choi, Jaekyun Moon
A Class of MSR Codes for Clustered Distributed Storage. CoRR (2018)
Jy-yong Sohn, Jaekyun Moon
Explicit Construction of MBR Codes for Clustered Distributed Storage. CoRR (2018)
Dong-Jun Han, Jaekyun Moon, Jy-yong Sohn, Sunyoung Jo, Jang Hun Kim
Combined Window-Filter Waveform Design With Transmitter-Side Channel State Information. IEEE Trans. Veh. Technol. 67 (9) (2018)
Jy-yong Sohn, Sung Whan Yoon, Jaekyun Moon
On Reusing Pilots Among Interfering Cells in Massive MIMO. CoRR (2017)
Jy-yong Sohn, Beongjun Choi, Sung Whan Yoon, Jaekyun Moon
Capacity of clustered distributed storage. ICC (2017)
Jy-yong Sohn, Beongjun Choi, Sung Whan Yoon, Jaekyun Moon
Capacity of Clustered Distributed Storage. CoRR (2017)
Jy-yong Sohn, Sung Whan Yoon, Jaekyun Moon
On Reusing Pilots Among Interfering Cells in Massive MIMO. IEEE Trans. Wirel. Commun. 16 (12) (2017)
Beongjun Choi, Jy-yong Sohn, Sung Whan Yoon, Jaekyun Moon
Secure clustered distributed storage against eavesdroppers. ICC (2017)
Jy-yong Sohn, Sung Whan Yoon, Jaekyun Moon
Pilot Reuse Strategy Maximizing the Weighted-Sum-Rate in Massive MIMO Systems. IEEE J. Sel. Areas Commun. 35 (8) (2017)
Beongjun Choi, Jy-yong Sohn, Sung Whan Yoon, Jaekyun Moon
Secure Clustered Distributed Storage Against Eavesdroppers. CoRR (2017)
Jy-yong Sohn, Sung Whan Yoon, Jaekyun Moon
Pilot Reuse Strategy Maximizing the Weighted-Sum-Rate in Massive MIMO Systems. CoRR (2017)
Jy-yong Sohn, Beongjun Choi, Sung Whan Yoon, Jaekyun Moon
Capacity of Clustered Distributed Storage. CoRR (2016)