Analysis of Resource Usage Management Plan for Federated Learning in Hybrid Cloud. - Sangwon Oh; Hyeju Shin; Minsoo Hahn; Jinsul Kim (ICAIIC, 2023)

Towards Temporal Dependency Identification based on Multivariate Time Series IIoT Data. - Abubakar Isah; Hyeju Shin; Sani Ahmad Hassan; Seungmin Oh; Jinsul Kim (ICTC, 2023)

Toward a Dynamic Tasks Offloading and Resource Allocation for the Metaverse in In-network Computing. - Ibrahim Aliyu; Seungmin Oh; Sangwon Oh; Hyeju Shin; Kwangmoo Chung; Tai-Won Um; Young-Ae Jung; Minsoo Hahn; Jinsul Kim (ICUFN, 2023)

A Data-Driven Digital Twin Network Architecture in the Industrial Internet of Things (IIoT) Applications. - Abubakar Isah; Hyeju Shin; Ibrahim Aliyu; Sangwon Oh; Sangjoon Lee; Jaehyung Park; Minsoo Hahn; Jinsul Kim (CoRR, 2023)

Graph Neural Network for Digital Twin Network: A Conceptual Framework. - Abubakar Isah; Hyeju Shin; Ibrahim Aliyu; Rashid Muhammad Sulaiman; Jinsul Kim (ICAIIC, 2024)

Designing Data Pipeline for Network Data Management in Digital Twin Network Environment. - Hyeju Shin; Seungmin Oh; Jihoon Lee; Gwangmoo Chung; Jinsul Kim (ICAIIC, 2024)

Improving the Real-Data Driven Network Evaluation Model for Digital Twin Networks. - Hyeju Shin; Ibrahim Aliyu; Abubakar Isah; Jinsul Kim (ICC Workshops, 2024)

Spectral and Temporal Denoising for Differentially Private Optimization. - Hyeju Shin; Kyudan Jung; Seongwon Yun; Juyoung Yun (CoRR, 2025)