발행물

전체 논문

189

1

FAIR-SE: Framework for Analyzing Information Disparities in Search Engines with Diverse LLM-Generated Personas
Jaebeom You, Seung-Kyu Hong, Ling Liu, Kisung Lee, Hyuk-Yoon Kwon*
In Proc. the 34th ACM International Conference on Information and Knowledge Management (CIKM), 2025.11

top conference in IR and DB

BK IF=3

2

Adaptive Spike Neural Networks for Natural Language Inference Tasks with Dynamic Spike Predictor
Seung Kyu Hong, Hyuk-Yoon Kwon*
In Proc. the 34th ACM International Conference on Information and Knowledge Management (CIKM), 2025.11

top conference in IR and DB

BK IF=2

short

3

Orchestration of Edge Controller and Cloud Metric Engine for Managing OPC UA-based Microgrids
Junghwan Im, Young Il Lee, Changdae Lee, Hyuk-Yoon Kwon*
IEEE Transactions on Industrial Informatics, 2025.09

IF=9.9

top 4.9%

4

Affective Audio Feature-based Multimodal Learning Model for Extracting Video Highlights
Yujung Hwang, Chanhyeok Kim, Gangmin Park, Hyuk-Yoon Kwon*
Applied Soft Computing, 2025.07

IF=6.6

top 13.4%

5

Multi-Level Graph Representation Learning Through Predictive Community-based Partitioning
Bo-Young Lim, Jeong-Ha Park, Kisung Lee, Hyuk-Yoon Kwon*
In Proc. 2025 ACM SIGMOD Int'l Conf. on Management of Data, 2025.06

top conference in DB

BK IF=4

6

FedSDP: Federated Self-Derived Prototypes for Personalized Federated Learning
Jihoon Moon, Ling Liu, Hyuk-Yoon Kwon*
2025 IEEE 41st International Conference on Data Engineering (ICDE), 2025.05

top conference in DB

BK IF=3

7

TAIL-MIL: Time-Aware and Instance-Learnable Multiple Instance Learning for Multivariate Time Series Anomaly Detection
Jaeseok Jang, Hyuk-Yoon Kwon*
The 39th Annual AAAI Conference on Artificial Intelligence (AAAI2025), 2025.02

top conference in AI

BK IF=4

8

에너지 타입 분류와 동적 위치 임베딩을 활용한 다변량 에너지 소비 예측 모델
김다연, 최지혁, 윤성훈, 김종우, 권혁윤*
한국컴퓨터종합학술대회, 2025

9

대규모 그래프 표현 학습을 위한 커뮤니티 기반 분산 Node2Vec
김혁, 유재범, 권혁윤*
한국컴퓨터종합학술대회, 2025

10

자원 사용량 및 학습 시간 최적화를 위한 커뮤니티 기반 시계열 예측 모델
임정환, 임보영, 민보경, 권혁윤*
한국컴퓨터종합학술대회, 2025