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
(2025)
Automated Prediction of Pathological Complete Response to Neoadjuvant Chemotherapy in Breast Carcinoma Using Deep Learning on Pretreatment Core Needle Biopsy Samples.
ANTICANCER RESEARCH.
45,
11
(2025)
Building the world’s first truly global medical foundation model.
NATURE MEDICINE.
31,
(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
학술회의논문
(2025)
CheckDAPR: An MLLM-based Sketch Analysis System for Draw-A-Person-in-the-Rain Assessments.
ACM Conference on Information and Knowledge Management.
대한민국
(2025)
PracticeDAPR: An AI-based Education-Supported System for Art Therapy.
ACM Conference on Computer-Supported Cooperative Work.
노르웨이
(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
발전기금
