(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
(2025)
Exploring political orientation: a comparative analysis of news media and government responses to the Russia-Ukraine conflict.
HUMANITIES & SOCIAL SCIENCES COMMUNICATIONS.
12,
1169
(2025)
TFBlender: a hybrid time series attention model with data-driven macroeconomic perspectives for ELS Knock-In prediction.
JOURNAL OF BIG DATA.
12,
173
(2025)
We know who wins: graph-oriented approaches of passing networks for predictive football match outcomes.
JOURNAL OF BIG DATA.
12,
147
(2025)
Determinants of housing rental prices in Seoul: applying explainable AI.
SPATIAL ECONOMIC ANALYSIS.
20,
2
(2025)
Enhancing Dimensional Image Emotion Detection with a Low-resource Dataset via Two-stage Training.
IEEE TRANSACTIONS ON COGNITIVE AND DEVELOPMENTAL SYSTEMS.
17,
3
(2025)
Reconceptualizing the metaverse: A taxonomy for user experience analysis and insights from real-world platforms.
TECHNOLOGY IN SOCIETY.
81,
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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,
61
(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
(2024)
Determinants of South Korean adolescents' offline and online violence: a structural equation modeling approach.
HUMANITIES & SOCIAL SCIENCES COMMUNICATIONS.
11,
1160
(2024)
Enhancing real-time traffic volume prediction: A two-step approach of object detection and time series modelling.
IET INTELLIGENT TRANSPORT SYSTEMS.
18,
12
(2024)
Multi-Pop: Enhancing user engagement with content-based multimodal popularity prediction in social media.
EXPERT SYSTEMS.
41,
12
(2024)
Predicting ferry services with integrated meteorological data using machine learning.
PROCEEDINGS OF THE INSTITUTION OF CIVIL ENGINEERS-TRANSPORT.
177,
7
(2024)
STAD-GCN: Spatial-Temporal Attention-based Dynamic Graph Convolutional Network for retail market price prediction.
EXPERT SYSTEMS WITH APPLICATIONS.
255,
B
특허/프로그램
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
(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)
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)
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
(2024)
Perceive before Respond: Improving Sticker Response Selection by Emotion Distillation and Hard Mining.
ACM Multimedia Conference.
오스트레일리아
(2024)
Preserving Old Memories in Vivid Detail: Human-Interactive Photo Restoration Framework.
ACM Conference on Information and Knowledge Management.
미국
(2024)
FVTTS: Face Based Voice Synthesis for Text-to-Speech.
INTERSPEECH 2024.
그리스
(2024)
MART: Masked Affective RepresenTation Learning via Masked Temporal Distribution Distillation.
Conference on Computer Vision and Pattern Recognition.
미국
(2024)
Poster: ISOML: Inter-Service Online Meta-Learning for Newly Emerging Network Traffic Prediction.
ACM International Conference on Mobile Systems, Application and Services.
일본
(2024)
AutoCaCoNet: Automatic Cartoon Colorization Network Using Self-Attention GAN, Segmentation, and Color Correction.
WACV '24 Workshop.
미국
(2023)
데이터 기반 접근법을 통한 국내 범죄 가중처벌 판례 분류 모델에 관한 연구.
2023 한국소프트웨어종합학술대회.
대한민국
(2023)
사용자 선호 기반 미술 작품 추천: 클러스터링 및 시각적 특징의 통합을 중심으로0.
2023 한국소프트웨어종합학술대회.
대한민국
(2023)
Bibliometric study on artificial intelligence technologies for semiconductor defects.
The 14th International Conference on ICT Convergence.
대한민국
(2023)
Network Data Generation using IP2Vec Embedding.
The 14th International Conference on ICT Convergence.
대한민국
(2023)
Towards a Lightweight Object Detection through Model Pruning Approaches.
The 14th International Conference on ICT Convergence.
대한민국
(2023)
D-ViSA: A Dataset for Detecting Visual Sentiment from Art Images.
the IEEE/CVF International Conference on Computer Vision Workshop (ICCV '23 Workshop).
프랑스
(2023)
소셜 미디어상 재난 전파에 참여하는 사용자 유형 및 참여 분석.
2023 한국정보기술학회 하계 종합학술대회.
대한민국
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