Yujin Nam

25 papers A* 1A 3B 3C 1Misc 1Journal 11Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
FHEmem: A Processing In-Memory Accelerator for Fully Homomorphic Encryption.
IEEE Trans. Emerg. Top. Comput.
Minxuan Zhou, Yujin Nam, Pranav Gangwar, Weihong Xu, Arpan Dutta, Chris Wilkerson, Rosario Cammarota, Saransh Gupta, Tajana Rosing
2025 A conf
PATHE: A Privacy-Preserving Database Pattern Search Platform with Homomorphic Encryption.
ICCAD
Xuan Wang, Minxuan Zhou, Gabrielle De Micheli, Yujin Nam, Sumukh Pinge, Augusto Vega, Tajana Rosing
2025 B conf
Probabilistic Representation for Robust Link Adaptation in Deep Reinforcement Learning-based 5G Systems.
GLOBECOM
Juhwan Song, Yujin Nam, Minsuk Choi, Sang Hyun Lee, Jinguk Jeong, Seowoo Jang
2025 A conf
Rhychee-FL: Robust and Efficient Hyperdimensional Federated Learning with Homomorphic Encryption.
DATE
Yujin Nam, Abhishek Moitra, Yeshwanth Venkatesha, Xiaofan Yu, Gabrielle De Micheli, Xuan Wang, Minxuan Zhou, Augusto Vega, Priyadarshini Panda, Tajana Rosing
2024 J jnl
Approximating Intermediate Feature Maps of Self-Supervised Convolution Neural Network to Learn Hard Positive Representations in Chest Radiography.
J. Imaging Inform. Medicine
Kyungjin Cho, Ki Duk Kim, Jiheon Jeong, Yujin Nam, Jeeyoung Kim, Changyong Choi, Soyoung Lee, Gil-Sun Hong, Joon Beom Seo, Namkug Kim
2024 B conf
Efficient Host Intrusion Detection using Hyperdimensional Computing.
IEEE Big Data
Yujin Nam, Rachel King, Quinn Burke, Minxuan Zhou, Patrick D. McDaniel, Tajana Rosing
2024 J jnl
GraSS: Graph-based Similarity Search on Encrypted Query.
IACR Cryptol. ePrint Arch.
Duhyeong Kim, Yujin Nam, Wen Wang, Huijing Gong, Ishwar Singh Bhati, Rosario Cammarota, Tajana Simunic Rosing, Mariano Tepper, Theodore L. Willke
2024 J jnl
HEaaN-STAT: A Privacy-Preserving Statistical Analysis Toolkit for Large-Scale Numerical, Ordinal, and Categorical Data.
IEEE Trans. Dependable Secur. Comput.
Younho Lee, Jinyeong Seo, Yujin Nam, Jiseok Chae, Jung Hee Cheon
2024 A* conf
UFC: A Unified Accelerator for Fully Homomorphic Encryption.
MICRO
Minxuan Zhou, Yujin Nam, Xuan Wang, Youhak Lee, Chris Wilkerson, Raghavan Kumar, Sachin Taneja, Sanu Mathew, Rosario Cammarota, Tajana Rosing
2023 B conf
C-DRX parameters optimization using Multi-Agent Reinforcement Learning with Self-attention.
GLOBECOM
Juhwan Song, Yujin Nam, Minsuk Choi, Yonghee Jo, Seungyeon Lee, Sanghyun Lee, Nakyoung Kim, Junghwan Lee, Seungmo Kim, Haksung Kim, Seowoo Jang
2023 J jnl
CheSS: Chest X-Ray Pre-trained Model via Self-supervised Contrastive Learning.
J. Digit. Imaging
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
2023 A conf
Efficient Machine Learning on Encrypted Data Using Hyperdimensional Computing.
ISLPED
Yujin Nam, Minxuan Zhou, Saransh Gupta, Gabrielle De Micheli, Rosario Cammarota, Chris Wilkerson, Daniele Micciancio, Tajana Rosing
2023 J jnl
FHEmem: A Processing In-Memory Accelerator for Fully Homomorphic Encryption.
CoRR
Minxuan Zhou, Yujin Nam, Pranav Gangwar, Weihong Xu, Arpan Dutta, Kartikeyan Subramanyam, Chris Wilkerson, Rosario Cammarota, Saransh Gupta, Tajana Rosing
2023 — conf
Generating High-Resolution 3D CT with 12-Bit Depth Using a Diffusion Model with Adjacent Slice and Intensity Calibration Network.
MICCAI (10)
Jiheon Jeong, Ki Duk Kim, Yujin Nam, Kyungjin Cho, Jiseon Kang, Gil-Sun Hong, Namkug Kim
2023 — conf
Mixed-Variable PSO with Fairness on Multi-Objective Field Data Replication in Wireless Networks.
ICC
Dun Yuan, Yujin Nam, Amal Feriani, Abhisek Konar, Di Wu, Seowoo Jang, Xue Liu, Gregory Dudek
2023 J jnl
Mixed-Variable PSO with Fairness on Multi-Objective Field Data Replication in Wireless Networks.
CoRR
Dun Yuan, Yujin Nam, Amal Feriani, Abhisek Konar, Di Wu, Seowoo Jang, Xue Liu, Gregory Dudek
2023 J jnl
Stain normalization using score-based diffusion model through stain separation and overlapped moving window patch strategies.
Comput. Biol. Medicine
Jiheon Jeong, Ki Duk Kim, Yujin Nam, Cristina Eunbee Cho, Heounjeong Go, Namkug Kim
2022 — conf
Adaptive Generalized Proportional Fair Scheduling with Deep Reinforcement Learning.
GLOBECOM (Workshops)
Juhwan Song, Yujin Nam, HyungTae Kwon, Ilsong Sim, Seung Joo Maeng, Seowoo Jang
2022 J jnl
One-bit signaling-based interference management for MIMO V2V sidelink.
ICT Express
Yujin Nam, Jaewoo So
2022 — conf
Scenario Compaction and Ensemble with RAN Digital Twin for Efficient and Robust Learning.
GLOBECOM (Workshops)
Minsuk Choi, Yujin Nam, Juhwan Song, Haksung Kim, Jongwoo Choi, Seungyeon Lee, Seungku Han, Gihyun Kim, Seowoo Jang
2020 Misc conf
Hardware Architecture of a Number Theoretic Transform for a Bootstrappable RNS-based Homomorphic Encryption Scheme.
FCCM
Sunwoong Kim, Keewoo Lee, Wonhee Cho, Yujin Nam, Jung Hee Cheon, Rob A. Rutenbar
2017 J jnl
An Energy-Efficient Data Reporting Scheme Based on Spectrum Sensing in Wireless Sensor Networks.
Wirel. Pers. Commun.
Taemin Hwang, Yujin Nam, Jaewoo So, Minsoo Na, Changsoon Choi
2017 J jnl
Interference Mitigation Scheme for Device-to-Device MIMO Communications Underlaying a Cellular Network.
KSII Trans. Internet Inf. Syst.
Yujin Nam, Jaewoo So, Jinsung Kim
2016 — conf
Sensing-based adaptive data reporting scheme in wireless sensor networks.
ICUFN
Taemin Hwang, Yujin Nam, Jaewoo So, Minsoo Na, Changsoon Choi
2012 C conf
Optimal user selection algorithm for opportunistic space division multiple access systems.
APCC
Yundong Lee, Yujin Nam, Jaewoo So