Hi-IoP | International Conference

2026-07-07

International Conference

Cascade Segmentation with L1-Norm Dice-Focal Loss for Tiny Lesion Detection in Medical Imaging

오상원, 김도연, 송재호, 이예원, 원용관, 김진술*

ICUFN 2026

2026-07-07

International Conference

Knowledge Graph-Based Propagation for Failure Localization in 5G Core Networks

Abubakar Isah, Ibrahim Aliyu, 오승민, 박재형, 한민수, 김진술*

ICUFN 2026

2026-07-07

International Conference

Cross-Modal Gated Fusion for Joint Anomaly Detection and Fault Category Diagnosis in Distributed Systems

이지훈, 노주현, 박재형, 류호용, 한민수, 김진술

ICUFN 2026

2026-02-24

International Conference

Axial-iFormer: Robust and Efficient Wafer Map Defect Classification via Modulated Axial Attention

송재호, 노주현, 이지훈, 원용관, 박재형, 김진술*

ICAIIC 2026

2026-02-24

International Conference

DeepSets-S: An Encoder-Decoder Model for Real-Time Resource Allocation in In-network Edge Metaverse Systems

Sulaiman Muhammad Rashid, Ibrahim Aliyu, 오승민, 원용관, 박재형, 김진술*

ICGHIT 2026

2026-02-12

International Conference

Synthetic Network Metric Generation via Conditional DDPM with Categorical and Continuous Log-Metric Conditions

오상원, 류호용, 박재형, 김진술*

IHSI 2026

2025-10-15

International Conference

Generative AI for DTN Initialization : High-Fidelity Time-Series Network Data Synthesis via Denoising Diffusion Models

오상원, 노주현, 류호용, 한민수, 박재형, 김진술*

ICTC 2025

2025-10-15

International Conference

Enhancing Network Log Clustering through Fourier Transform-Based Embeddings

이중훈, 이지훈, 심재찬, 박재형, 한민수, 김진술*

ICTC 2025

2025-07-07

International Conference

Extending Graph Deviation Network for More Effective Anomaly Detection

노주현, 이지훈, 오상원, 박재형, 원용관, 한민수, 김진술*

MadeAI 2025 – Modelling, Data Analytics and AI in Engineering

2025-07-07

International Conference

Size-Aware SIoU: Enhancing Bounding Box Regression

송재호, 오승민, 이지훈, 오상원, 한민수, 김진술*

MadeAI 2025 – Modelling, Data Analytics and AI in Engineering

2025-02-20

International Conference

Exploring Image-Based Approaches for Effective Synthetic Time-Series Data Generation

오상원, 오승민, 김도연, 한민수, 이중훈, 김진술*

ICAIIC 2025

2025-02-19

International Conference

Explainable Network Anomaly Detection with GraphSAGE and SHAP

이지훈, 오승민, 송재호, 노주현, 한민수, 김진술*

ICAIIC 2025

2024-06-09

International Conference

Improving the Real-Data Driven Network Evaluation Model for Digital Twin Networks

Hyeju Shin, Ibrahim Aliyu, Abubakar Isah, Jinsul Kim*

IEEE ICC 2024 Workshop

2024-02-22

International Conference

Designing Data Pipeline for Network Data Management in Digital Twin Network Environment

신혜주, 오승민, 이지훈, 정광무, 김진술*

IEEE ICAIIC 2024

2024-02-22

International Conference

A Preliminary Analysis of a Nuclear Power Plant Startup for a Physics-based Model of a Digital Twin

Awwal M. Arigi, Ibrahim Aliyu, 김진술*

Intelligent Human Systems Integration (IHSI 2024)

2024-02-21

International Conference

Graph Neural Network for Digital Twin Network: A Conceptual Framework

Abubakar Isah, Ibrahim Aliyu, Rashid Muhammad Sulaiman, 김진술*

IEEE ICAIIC 2024

2024-02-19

International Conference

Brands Logo Recognition with Semi-Supervised Learning using a Robust YOLOv8 Detection Model

Usman Ali, 오승민, 이중훈, 김진술*

IEEE ICAIIC 2024

2024-02-12

International Conference

A Preliminary Analysis of a Nuclear Power Plant Startup for a Physics-based Model of a Digital Twin

Awwal Arigi, Ibrahim Aliyu, Jinsul Kim*

IHSI 2024

2024-01-16

International Conference

A Deep Learning Model for the Fine-grained Prediction Multivariate Nonresidential Power Consumption

오승민, 이지훈, 김진술*

2024 12th ICAEIC