Convolutional Neural Network-Based Land Cover Classification Using 2-D Spectral Reflectance Curve Graphs With Multitemporal Satellite Imagery. - Miae Kim; Junghee Lee; Daehyeon Han; Minso Shin; Jungho Im; Junghye Lee; Lindi J. Quackenbush; Zhu Gu (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

Privacy-preserving Federated Bayesian Learning of a Generative Model for Imbalanced Classification of Clinical Data. - Seok-Ju Hahn; Junghye Lee (CoRR, 2019)

Secure and Differentially Private Bayesian Learning on Distributed Data. - Yeongjae Gil; Xiaoqian Jiang; Miran Kim; Junghye Lee (CoRR, 2020)

GRAFFL: Gradient-free Federated Learning of a Bayesian Generative Model. - Seok-Ju Hahn; Junghye Lee (CoRR, 2020)

Word2vec-based latent semantic analysis (W2V-LSA) for topic modeling: A study on blockchain technology trend analysis. - Suhyeon Kim; Haecheong Park; Junghye Lee (Expert Syst. Appl., 2020)

Markov blanket-based universal feature selection for classification and regression of mixed-type data. - Junghye Lee; Jun-Yong Jeong; Chi-Hyuck Jun (Expert Syst. Appl., 2020)

Different Spectral Domain Transformation for Land Cover Classification Using Convolutional Neural Networks with Multi-Temporal Satellite Imagery. - Junghee Lee; Daehyeon Han; Minso Shin; Jungho Im; Junghye Lee; Lindi J. Quackenbush (Remote. Sens., 2020)

Secure and Differentially Private Logistic Regression for Horizontally Distributed Data. - Miran Kim; Junghye Lee; Lucila Ohno-Machado; Xiaoqian Jiang (IEEE Trans. Inf. Forensics Secur., 2020)

Subspace Learning for Personalized Federated Optimization. - Seok-Ju Hahn; Minwoo Jeong; Junghye Lee (CoRR, 2021)

A multi-stage data mining approach for liquid bulk cargo volume analysis based on bill of lading data. - Suhyeon Kim; Wonho Sohn; Dongcheol Lim; Junghye Lee (Expert Syst. Appl., 2021)

An efficient multivariate feature ranking method for gene selection in high-dimensional microarray data. - Junghye Lee; In Young Choi; Chi-Hyuck Jun (Expert Syst. Appl., 2021)

Bilingual autoencoder-based efficient harmonization of multi-source private data for accurate predictive modeling. - Taek-Ho Lee; Junghye Lee; Chi-Hyuck Jun (Inf. Sci., 2021)

Connecting Low-Loss Subspace for Personalized Federated Learning. - Seok-Ju Hahn; Minwoo Jeong; Junghye Lee (KDD, 2022)

Risk score-embedded deep learning for biological age estimation: Development and validation. - Suhyeon Kim; Hangyeol Kim; Eun-Sol Lee; Chiehyeon Lim; Junghye Lee (Inf. Sci., 2022)

Multitask Deep Learning for Human Activity, Speed, and Body Weight Estimation Using Commercial Smart Insoles. - Jaeho Kim; Hyewon Kang; Jaewan Yang; Haneul Jung; Seulki Lee 002; Junghye Lee (IEEE Internet Things J., 2023)

Word2Vec-based efficient privacy-preserving shared representation learning for federated recommendation system in a cross-device setting. - Taek-Ho Lee; Suhyeon Kim; Junghye Lee; Chi-Hyuck Jun (Inf. Sci., 2023)

Pursuing Overall Welfare in Federated Learning through Sequential Decision Making. - Seok-Ju Hahn; Gi-Soo Kim; Junghye Lee (ICML, 2024)

CAFO: Feature-Centric Explanation on Time Series Classification. - Jaeho Kim; Seok-Ju Hahn; Yoontae Hwang; Junghye Lee; Seulki Lee 002 (KDD, 2024)

An Interpersonal Dynamics Analysis Procedure With Accurate Voice Activity Detection Using Low-Cost Recording Sensors. - Dongcheol Lim; Hyewon Kang; Beomseok Choi; Woonki Hong; Junghye Lee (IEEE Access, 2024)

HarmoSATE: Harmonized embedding-based self-attentive encoder to improve accuracy of privacy-preserving federated predictive analysis. - Taek-Ho Lee; Suhyeon Kim; Junghye Lee; Chi-Hyuck Jun (Inf. Sci., 2024)

Multichannel convolution neural network for gas mixture classification. - YongKyung Oh; Chiehyeon Lim; Junghye Lee; Sewon Kim; Sungil Kim (Ann. Oper. Res., 2024)

Inter-country trade similarity graph-based long short-term memory for port throughput prediction. - Wonho Sohn; Dongcheol Lim; Suhyeon Kim; Junghye Lee (Eng. Appl. Artif. Intell., 2025)

TMF-GNN: Temporal matrix factorization-based graph neural network for multivariate time series forecasting with missing values. - Suhyeon Kim; Taek-Ho Lee; Junghye Lee (Expert Syst. Appl., 2025)