Yujin Nam

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 16

Top Topics

Diffusion Model

Homomorphic Encryption

Reinforcement Learning

Inversely Proportional

Top Venues

GLOBECOM (Workshops)

Publications

Younho Lee, Jinyeong Seo, Yujin Nam, Jiseok Chae, Jung Hee Cheon
HEaaN-STAT: A Privacy-Preserving Statistical Analysis Toolkit for Large-Scale Numerical, Ordinal, and Categorical Data. IEEE Trans. Dependable Secur. Comput. 21 (3) (2024)
Jiheon Jeong, Ki Duk Kim, Yujin Nam, Kyungjin Cho, Jiseon Kang, Gil-Sun Hong, Namkug Kim
Generating High-Resolution 3D CT with 12-Bit Depth Using a Diffusion Model with Adjacent Slice and Intensity Calibration Network. MICCAI (10) (2023)
Jiheon Jeong, Ki Duk Kim, Yujin Nam, Cristina Eunbee Cho, Heounjeong Go, Namkug Kim
Stain normalization using score-based diffusion model through stain separation and overlapped moving window patch strategies. Comput. Biol. Medicine 152 (2023)
Minxuan Zhou, Yujin Nam, Pranav Gangwar, Weihong Xu, Arpan Dutta, Kartikeyan Subramanyam, Chris Wilkerson, Rosario Cammarota, Saransh Gupta, Tajana Rosing
FHEmem: A Processing In-Memory Accelerator for Fully Homomorphic Encryption. CoRR (2023)
Dun Yuan, Yujin Nam, Amal Feriani, Abhisek Konar, Di Wu, Seowoo Jang, Xue Liu, Gregory Dudek
Mixed-Variable PSO with Fairness on Multi-Objective Field Data Replication in Wireless Networks. CoRR (2023)
Juhwan Song, Yujin Nam, Minsuk Choi, Yonghee Jo, Seungyeon Lee, Sanghyun Lee, Nakyoung Kim, Junghwan Lee, Seungmo Kim, Haksung Kim, Seowoo Jang
C-DRX parameters optimization using Multi-Agent Reinforcement Learning with Self-attention. GLOBECOM (2023)
Dun Yuan, Yujin Nam, Amal Feriani, Abhisek Konar, Di Wu, Seowoo Jang, Xue Liu, Gregory Dudek
Mixed-Variable PSO with Fairness on Multi-Objective Field Data Replication in Wireless Networks. ICC (2023)
Yujin Nam, Minxuan Zhou, Saransh Gupta, Gabrielle De Micheli, Rosario Cammarota, Chris Wilkerson, Daniele Micciancio, Tajana Rosing
Efficient Machine Learning on Encrypted Data Using Hyperdimensional Computing. ISLPED (2023)
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
CheSS: Chest X-Ray Pre-trained Model via Self-supervised Contrastive Learning. J. Digit. Imaging 36 (3) (2023)
Yujin Nam, Jaewoo So
One-bit signaling-based interference management for MIMO V2V sidelink. ICT Express 8 (4) (2022)
Juhwan Song, Yujin Nam, Hyungtae Kwon, Ilsong Sim, Seung Joo Maeng, Seowoo Jang
Adaptive Generalized Proportional Fair Scheduling with Deep Reinforcement Learning. GLOBECOM (Workshops) (2022)
Minsuk Choi, Yujin Nam, Juhwan Song, Haksung Kim, Jongwoo Choi, Seungyeon Lee, Seungku Han, Gihyun Kim, Seowoo Jang
Scenario Compaction and Ensemble with RAN Digital Twin for Efficient and Robust Learning. GLOBECOM (Workshops) (2022)
Sunwoong Kim, Keewoo Lee, Wonhee Cho, Yujin Nam, Jung Hee Cheon, Rob A. Rutenbar
Hardware Architecture of a Number Theoretic Transform for a Bootstrappable RNS-based Homomorphic Encryption Scheme. FCCM (2020)
Yujin Nam, Jaewoo So, Jinsung Kim
Interference Mitigation Scheme for Device-to-Device MIMO Communications Underlaying a Cellular Network. KSII Trans. Internet Inf. Syst. 11 (4) (2017)
Taemin Hwang, Yujin Nam, Jaewoo So, Minsoo Na, Changsoon Choi
An Energy-Efficient Data Reporting Scheme Based on Spectrum Sensing in Wireless Sensor Networks. Wirel. Pers. Commun. 93 (4) (2017)
Taemin Hwang, Yujin Nam, Jaewoo So, Minsoo Na, Changsoon Choi
Sensing-based adaptive data reporting scheme in wireless sensor networks. ICUFN (2016)
Yundong Lee, Yujin Nam, Jaewoo So
Optimal user selection algorithm for opportunistic space division multiple access systems. APCC (2012)