Yujin Nam

According to our database, Yujin Nam authored at least 16 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

HEaaN-STAT: A Privacy-Preserving Statistical Analysis Toolkit for Large-Scale Numerical, Ordinal, and Categorical Data.

Younho Lee, Jinyeong Seo, Yujin Nam, Jiseok Chae, Jung Hee Cheon

IEEE Trans. Dependable Secur. Comput., 2024

2023

CheSS: Chest X-Ray Pre-trained Model via Self-supervised Contrastive Learning.

Kyungjin Cho, Ki Duk Kim, Yujin Nam, Jiheon Jeong, Jeeyoung Kim, Changyong Choi, Soyoung Lee, Jun Soo Lee, Seoyeon Woo, Gil-Sun Hong, Joon Beom Seo, Namkug Kim

J. Digit. Imaging, June, 2023

FHEmem: A Processing In-Memory Accelerator for Fully Homomorphic Encryption.

Minxuan Zhou, Yujin Nam, Pranav Gangwar, Weihong Xu, Arpan Dutta, Kartikeyan Subramanyam, Chris Wilkerson, Rosario Cammarota, Saransh Gupta, Tajana Rosing

CoRR, 2023

Stain normalization using score-based diffusion model through stain separation and overlapped moving window patch strategies.

Jiheon Jeong, Ki Duk Kim, Yujin Nam, Cristina Eunbee Cho, Heounjeong Go, Namkug Kim

Comput. Biol. Medicine, 2023

Generating High-Resolution 3D CT with 12-Bit Depth Using a Diffusion Model with Adjacent Slice and Intensity Calibration Network.

Jiheon Jeong, Ki Duk Kim, Yujin Nam, Kyungjin Cho, Jiseon Kang, Gil-Sun Hong, Namkug Kim

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2023, 2023

Efficient Machine Learning on Encrypted Data Using Hyperdimensional Computing.

Yujin Nam, Minxuan Zhou, Saransh Gupta, Gabrielle De Micheli, Rosario Cammarota, Chris Wilkerson, Daniele Micciancio, Tajana Rosing

Proceedings of the IEEE/ACM International Symposium on Low Power Electronics and Design, 2023

Mixed-Variable PSO with Fairness on Multi-Objective Field Data Replication in Wireless Networks.

Dun Yuan, Yujin Nam, Amal Feriani, Abhisek Konar, Di Wu, Seowoo Jang, Xue Liu, Gregory Dudek

Proceedings of the IEEE International Conference on Communications, 2023

C-DRX parameters optimization using Multi-Agent Reinforcement Learning with Self-attention.

Juhwan Song, Yujin Nam, Minsuk Choi, Yonghee Jo, Seungyeon Lee, Sanghyun Lee, Nakyoung Kim, Junghwan Lee, Seungmo Kim, Haksung Kim, Seowoo Jang

Proceedings of the IEEE Global Communications Conference, 2023

2022

One-bit signaling-based interference management for MIMO V2V sidelink.

Yujin Nam, Jaewoo So

ICT Express, 2022

Adaptive Generalized Proportional Fair Scheduling with Deep Reinforcement Learning.

Juhwan Song, Yujin Nam, Hyungtae Kwon, Ilsong Sim, Seung Joo Maeng, Seowoo Jang

Proceedings of the IEEE Globecom 2022 Workshops, 2022

Scenario Compaction and Ensemble with RAN Digital Twin for Efficient and Robust Learning.

Minsuk Choi, Yujin Nam, Juhwan Song, Haksung Kim, Jongwoo Choi, Seungyeon Lee, Seungku Han, Gihyun Kim, Seowoo Jang

Proceedings of the IEEE Globecom 2022 Workshops, 2022

2020

Hardware Architecture of a Number Theoretic Transform for a Bootstrappable RNS-based Homomorphic Encryption Scheme.

Sunwoong Kim, Keewoo Lee, Wonhee Cho, Yujin Nam, Jung Hee Cheon, Rob A. Rutenbar

Proceedings of the 28th IEEE Annual International Symposium on Field-Programmable Custom Computing Machines, 2020

2017

An Energy-Efficient Data Reporting Scheme Based on Spectrum Sensing in Wireless Sensor Networks.

Taemin Hwang, Yujin Nam, Jaewoo So, Minsoo Na, Changsoon Choi

Wirel. Pers. Commun., 2017

Interference Mitigation Scheme for Device-to-Device MIMO Communications Underlaying a Cellular Network.

Yujin Nam, Jaewoo So, Jinsung Kim

KSII Trans. Internet Inf. Syst., 2017

2016

Sensing-based adaptive data reporting scheme in wireless sensor networks.

Taemin Hwang, Yujin Nam, Jaewoo So, Minsoo Na, Changsoon Choi

Proceedings of the Eighth International Conference on Ubiquitous and Future Networks, 2016

2012

Optimal user selection algorithm for opportunistic space division multiple access systems.

Yundong Lee, Yujin Nam, Jaewoo So

Proceedings of the 18th Asia-Pacific Conference on Communications, 2012