발행물

전체 논문

129

1

Orchestration of Edge Controller and Cloud Metric Engine for Managing OPC UA-based Microgrids
IEEE TII, 2025

2

SaaN 2L-GRL: Two-Level Graph Representation Learning Empowered with Subgraph-as-a-Node
Jeong-Ha Park, Bo-Young Lim
IEEE TKDE, 2024

3

Learning with Correlation-Guided Attention for Multi-Energy Consumption Forecasting
Jong Seong Park, Jeong-Ha Park, Jihyeok Choi
IEEE TII, 2024

4

Self-Training of Cyber-Threat Classification Model with Threat-Payload Centric Augmentation
Jae-yeol Kim
IEEE TII, 2024

5

TAIL-MIL: Time-Aware and Instance-Learnable Multiple Instance Learning for Multivariate Time Series Anomaly Detection
AAAI, 2025

6

Multi-Level Graph Representation Learning Through Predictive Community-based Partitioning
ACM SIGMOD, 2025

7

Are Multiple Instance Learning Algorithms Learnable for Instances?
NeurIPS, 2024

8

FedSDP: Federated Self-Derived Prototypes for Personalized Federated Learning
Jihoon Moon, Ling Liu, Hyuk-Yoon Kwon*
2025

9

Affective Audio Feature-based Multimodal Learning Model for Extracting Video Highlights
Yujung Hwang, Chanhyeok Kim, Gangmin Park, Hyuk-Yoon Kwon*
Applied Soft Computing, 2025

10

Learning Model Combined with Data Clustering and Dimensionality Reduction for Short-Term Electricity Load Forecasting
Hyun-Jung Bae, Jong-Seong Park, Ji-hyeok Choi, Hyuk-Yoon Kwon*
Scientific Reports, 2025