(2026)
Towards objective heart disease classification: A deep neural network approach for comprehensive diagnosis.
BIOMEDICAL SIGNAL PROCESSING AND CONTROL.
117,
(2026)
SABER: Integrating sentiment and stance detection for climate change discourse on social media.
KNOWLEDGE-BASED SYSTEMS.
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iGraphCTC: an inter-connected graph convolutional network for comprehensive clinical trial collaborations.
SCIENTIFIC REPORTS.
16,
7939
(2025)
How private is private enough? Evaluating facial de-identification across changing social contexts.
TELEMATICS AND INFORMATICS.
103,
(2025)
Understanding user intention in metaverse education: a synthesis of diffusion of innovation and UTAUT2.
BEHAVIOUR & INFORMATION TECHNOLOGY.
44,
19
(2025)
Continuance use of AI coding assistants among South Korean Industry Developers: A survey case study with large language models.
EMPIRICAL SOFTWARE ENGINEERING.
30,
177
(2025)
Would you shop on a platform that discriminates against users? A study on the impact of algorithmic price discrimination on consumer purchase intention.
TELEMATICS AND INFORMATICS.
101,
(2025)
CRxK dataset: a multi-view surveillance video dataset for re-enacted crimes in Korea.
SCIENTIFIC REPORTS.
15,
28946
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Exploring political orientation: a comparative analysis of news media and government responses to the Russia-Ukraine conflict.
HUMANITIES & SOCIAL SCIENCES COMMUNICATIONS.
12,
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TFBlender: a hybrid time series attention model with data-driven macroeconomic perspectives for ELS Knock-In prediction.
JOURNAL OF BIG DATA.
12,
173
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We know who wins: graph-oriented approaches of passing networks for predictive football match outcomes.
JOURNAL OF BIG DATA.
12,
147
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Determinants of housing rental prices in Seoul: applying explainable AI.
SPATIAL ECONOMIC ANALYSIS.
20,
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Enhancing Dimensional Image Emotion Detection with a Low-resource Dataset via Two-stage Training.
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS.
17,
3
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Reconceptualizing the metaverse: A taxonomy for user experience analysis and insights from real-world platforms.
TECHNOLOGY IN SOCIETY.
81,
(2025)
Data‑driven approaches for predicting Tommy John Surgery risk in major league baseball pitchers.
JOURNAL OF BIG DATA.
12,
87
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ViCap-AD: video caption-based weakly supervised video anomaly detection.
MACHINE VISION AND APPLICATIONS.
36,
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(2025)
MSDLF-K: A Multimodal Feature Learning Approach for Sentiment Analysis in Korean Incorporating Text and Speech.
IEEE TRANSACTIONS ON MULTIMEDIA.
27,
(2025)
MOSS-6: a multi-label dataset and deep learning model for detecting diverse social support-seeking behaviours in online mental health communities.
INFORMATION COMMUNICATION & SOCIETY.
28,
4
(2025)
Analyzing media bias in defense and foreign affairs: A deep learning and eXplainable artificial intelligence approach.
TELEMATICS AND INFORMATICS.
97,
(2025)
I Know Your Stance! Analyzing Twitter users’ political stance on diverse perspectives.
JOURNAL OF BIG DATA.
12,
14
특허/프로그램
음성 합성 장치 및 방법.
10-2024-0062346.
20260126.
대한민국
전자 장치, 이모지 생성용 인공지능 모델 학습 방법 및 이모지 생성 방법.
10-2023-0040064.
20250829.
대한민국
열 수송관 진단 방법.
10-2021-0084305.
20240715.
대한민국
멀티모덜 데이터 기반 생성적 딥러닝 모델을 통한 설비 이상 탐지 프로그램.
C-2022-043847.
20221107.
대한민국
이상 진단 인공지능 모델 학습을 위한 멀티모달 데이터 전처리 프로그램.
C-2022-043846.
20221107.
대한민국
균열 검출 딥러닝 기반 열수송관 건전성 진단 서버 프로그램.
C-2020-042571.
20201109.
대한민국
가짜뉴스 및 사용자 반응 수집 소프트웨어.
C-2018-029279.
20181029.
대한민국
수상/공훈
2017년 세계적 수준 올해의 신진연구자 (한국연구재단-Elsevier 선정) 외
학술회의논문
(2026)
Thriving, Not Just Growing: Structural Sustainability as the Key to Quality in Online Wellness Communities.
ACM Conference on Human Factors in Computing Systems.
스페인
(2026)
AIMER: Affective Intention-guided Multimodal Emotion Reasoner for Visual Emotion Analysis in Social Media.
International World Wide Web Conference.
아랍에미리트
(2026)
ReMi-ReMath: A Reverse-Mutual Reasoning Framework for Enhancing Mathematical Thinking in Small Language Models.
International World Wide Web Conference.
아랍에미리트
(2026)
MARs: Multi-Scale Convolution-Attention residual Fusion for Video Summarization.
MMSys '26: ACM Multimedia Systems Conference 2026.
홍콩
(2026)
Alignment and Distillation: A Robust Framework for Multimodal Domain Generalizable Human Action Recognition.
WACV 2026: The IEEE/CVF Winter Conference on Applications of Computer Vision 2026.
미국
(2026)
MASP: Multi-Aspect Guided Emotion Reasoning with Soft Prompt Tuning in Vision-Language Models.
AAAI Conference on Artificial Intelligence.
싱가포르
(2025)
KMD: Korean Meme Dataset and A Vision-centric Approach for Negative Content Detection0.
2025 IEEE International Conference on Big Data (Big Data).
마카오
(2025)
Language Model-Driven Agent-Based Framework for Generating and Evaluating Cyber Attack Scenarios.
PRIMA 2025: Principles and Practice of Multi-Agent Systems.
이탈리아
(2025)
MW-MAS: A Multi-agent System for Multimodal Watermarking with Agent Orchestration.
PRIMA 2025: Principles and Practice of Multi-Agent Systems.
이탈리아
(2025)
Time-Aware Multimodal Climate Forecasting: Aligning Numerical and Textual Signals for Context-Aware Long-Term Predictions.
2025 IEEE International Conference on Big Data (Big Data).
마카오
(2025)
BOVIS: Bias-Mitigated Object-Enhanced Visual Emotion Analysis.
ACM Conference on Information and Knowledge Management.
대한민국
(2025)
Streamlining Feature Interactions via Selectively Crossing Vectors for Click-Through Rate prediction.
ACM Conference on Information and Knowledge Management.
대한민국
(2025)
Dynamic Temporal Gating Networks for Cross-Modal Valence-Arousal Estimation.
International Conference on Computer Vision 2025 Workshop.
미국
(2025)
Art or Artifact? Segmenting AI-Generated Images for Deeper Detection.
the 4th Workshop on Security Implications of Deepfakes and Cheapfakes.
베트남
(2025)
Privacy-Driven Faces: A Survey on Generative Facial De-identification.
the 4th Workshop on Security Implications of Deepfakes and Cheapfakes.
베트남
(2025)
Solving Copyright Infringement on Short Video Platforms: Novel Datasets and an Audio Restoration Deep Learning Pipeline.
International Joint Conference on Artificial Intelligence.
캐나다
(2025)
Inside and Outside the Online Study Room: An Exploratory Study of Student Practices and Perceptions.
The 23rd EUSSET Conference on Computer-Supported Cooperative Work.
영국
(2025)
Cost-Effective High-Speed DRAM Testing: Circuit-Level Enhancements with Clock Multiplication and ECC.
2025 International Conference on IC Design and Technology (ICICDT).
이탈리아
(2025)
EmoVLM-KD: Fusing Distilled Expertise with Vision-Language Models for Visual Emotion Analysis.
CVPR Workshop 2025 (8th Workshop and Competition on Affective & Behavior Analysis in-the-wild (ABAW)).
미국
(2025)
Advancing Chronic Disease Prediction with Your First-Visit: Ensemble and Deep Learning Approaches.
ACM SIGAPP Symposium on Applied Computing.
이탈리아
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