Data Science, Machine Learning, Networks, Computational Social Science, Artificial Intelligence
학력
2013 서울대학교 컴퓨터공학부 박사
2007 KAIST 전산학부 학사
약력/경력
2019-현재 성균관대학교 조교수
2017-2019 한양대학교 조교수
2014-2017 UC Davis 박사후 연구원
2013-2014 서울대학교 박사후 연구원
2003-2005 소프트맥스 엔지니어
학술지 논문
(2024)
Optimizing anemia management using artificial intelligence for patients undergoing hemodialysis.
SCIENTIFIC REPORTS.
14,
1
(2024)
Predicting diversification scores of videos in recommendation network.
EXPERT SYSTEMS WITH APPLICATIONS.
238,
A
(2024)
Prediction of neovascular age-related macular degeneration recurrence using optical coherence tomography images with a deep neural network.
SCIENTIFIC REPORTS.
14,
1
(2023)
Developing and Evaluating an AI-Based Computer-Aided Diagnosis System for Retinal Disease: Diagnostic Study for Central Serous Chorioretinopathy.
JOURNAL OF MEDICAL INTERNET RESEARCH.
25,
1
(2023)
Detecting depression on video logs using audiovisual features.
HUMANITIES & SOCIAL SCIENCES COMMUNICATIONS.
10,
1
(2023)
Predicting continuity of online conversations on Reddit.
TELEMATICS AND INFORMATICS.
79,
101965
(2023)
Dancing on the inside: A qualitative study on online dance learning with teacher-AI cooperation.
EDUCATION AND INFORMATION TECHNOLOGIES.
28,
9
(2022)
Experiencing Stress During COVID-19: A Computational Analysis of Stressors and Emotional Responses to Stress.
CYBERPSYCHOLOGY BEHAVIOR AND SOCIAL NETWORKING.
25,
9
(2022)
?Why tag me??: Detecting motivations of comment tagging in Instagram.
EXPERT SYSTEMS WITH APPLICATIONS.
202,
1
(2022)
Preventing rumor spread with deep learning.
EXPERT SYSTEMS WITH APPLICATIONS.
197,
(2022)
Behind the scenes of K-pop fandom: unveiling K-pop fandom collaboration network.
Quality and Quantity.
56,
3
(2022)
Social Sharing of Emotion During the COVID-19 Pandemic.
CYBERPSYCHOLOGY BEHAVIOR AND SOCIAL NETWORKING.
25,
6
(2022)
The connection to the public's preferred sports analysis and physical education curriculum.
PLOS ONE.
17,
3
(2022)
Classifying neovascular age-related macular degeneration with a deep convolutional neural network based on optical coherence tomography images.
SCIENTIFIC REPORTS.
12,
1
(2022)
Assessing central serous chorioretinopathy with deep learning and multiple optical coherence tomography images.
SCIENTIFIC REPORTS.
12,
1
(2022)
Classifying central serous chorioretinopathy subtypes with a deep neural network using optical coherence tomography images: a cross-sectional study.
SCIENTIFIC REPORTS.
12,
1
(2021)
Distinguishing retinal angiomatous proliferation from polypoidal choroidal vasculopathy with a deep neural network based on optical coherence tomography.
SCIENTIFIC REPORTS.
11,
1
(2021)
Between comments and repeat visit: capturing repeat visitors with a hybrid approach.
DATA TECHNOLOGIES AND APPLICATIONS.
55,
4
(2021)
Traveller acceptance of mobile reservation services.
INTERNATIONAL JOURNAL OF MOBILE COMMUNICATIONS.
19,
2
(2020)
Cross-cultural comparison of interactive streaming services: Evidence from Twitch.
TELEMATICS AND INFORMATICS.
55,
1
학술회의논문
(2025)
HiDF: A Human-Indistinguishable Deepfake Dataset.
ACM SIGKDD Conference on Knowledge Discovery and Data Mining.
캐나다
(2025)
Counselor-AI Collaborative Transcription and Editing System for Child Counseling Analysis.
ACM International Conference on Intelligent User Interfaces.
이탈리아
(2025)
CAMEL: Confidence-Aware Multi-task Ensemble Learning with Spatial Information for Retina OCT Image Classification and Segmentation.
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV).
미국
(2024)
CURE: Context- and Uncertainty-Aware Mental Disorder Detection.
Empirical Methods in Natural Language Processing.
미국
(2024)
HiQuE: Hierarchical Question Embedding Network for Multimodal Depression Detection.
ACM Conference on Information and Knowledge Management.
미국
(2024)
Detecting Bipolar Disorder from Misdiagnosed Major Depressive Disorder with Mood-Aware Multi-Task Learning.
Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies.
멕시코
(2024)
SceneDAPR: A Scene-Level Free-Hand Drawing Dataset for Web-based Psychological Drawing Assessment.
International World Wide Web Conference.
싱가포르
(2023)
Learning Co-Speech Gesture for Multimodal Aphasia Type Detection.
Empirical Methods in Natural Language Processing.
싱가포르
(2023)
SAFE: Sequential Attentive Face Embedding with Contrastive Learning for Deepfake Video Detection.
ACM Conference on Information and Knowledge Management.
영국
(2023)
Towards Suicide Prevention from Bipolar Disorder with Temporal Symptom-Aware Multitask Learning.
ACM SIGKDD Conference on Knowledge Discovery and Data Mining.
미국
(2023)
InfluencerRank: Discovering Effective Influencers via Graph Convolutional Attentive Recurrent Neural Networks.
International AAAI Conference on Web and Social Media.
사이프러스
(2023)
AlphaDAPR: An AI-based Explainable Expert Support System for Art Therapy.
ACM International Conference on Intelligent User Interfaces.
오스트레일리아
(2022)
Magic Brush: An AI-based Service for Dementia Prevention focused on Intrinsic Motivation.
ACM Conference on Computer-Supported Cooperative Work.
미국
(2022)
Predicting Emotional Intensity in Political Debates via Non-verbal Signals.
Interspeech.
대한민국
(2022)
Detecting Suicidality with a Contextual Graph Neural Network.
The Eighth Workshop on Computational Linguistics and Clinical Psychology.
미국
(2022)
D-Vlog: Multimodal Vlog Dataset for Depression Detection.
AAAI Conference on Artificial Intelligence.
미국
(2022)
5G and User Experience: A Bibliometric Approach.
IEEE 40th International Conference on Consumer Electronics.
미국
(2022)
Trafficformer: A Transformer-based Traffic Predictor.
IEEE 40th International Conference on Consumer Electronics.
미국
(2021)
Passing to Win: Using Characteristics of Passing Information for Match Winner Prediction.
International Conference on Sport Sciences Research and Technology Support.
스페인
(2021)
COVID-19 Korean Fake News Detection using Named Entity and User Reproliferation Information.
Human and Language Technology.
대한민국
발전기금
