Published 'PracticeDAPR: An AI-based Education-Supported System for Art Therapy' at ACM CSCW 2025
Published 'CAMEL: Confidence-Aware Multi-task Ensemble Learning with Spatial Information for Retina OCT Image Classification and Segmentation' at WACV 2025
Published 'CURE: Context- and Uncertainty-Aware Mental Disorder Detection' at EMNLP 2024
Published 'HiQuE: Hierarchical Question Embedding Network for Multimodal Depression Detection' at CIKM 2024
Published 'Detecting Bipolar Disorder from Misdiagnosed Major Depressive Disorder with Mood-Aware Multi-Task Learning' at NAACL 2024
Published 'SceneDAPR: A Scene-Level Free-Hand Drawing Dataset for Web-based Psychological Drawing Assessment' at The Web Conference (WWW) 2024
Published 'Learning Co-Speech Gesture for Multimodal Aphasia Type Detection' at EMNLP 2023
Research Experience
Associate Professor at Sungkyunkwan University since March 2023; Head of Department of Applied Artificial Intelligence (2020–2021, 2023–present)
Assistant Professor at Sungkyunkwan University (Sep 2019 – Feb 2023)
Assistant Professor at Hanyang University (ERICA) (Mar 2017 – Aug 2019); Chair of Division of ICT and Head of Department of Human-Computer Interaction (2019); Director of Data Science Track, Department of Media Technology (2018–2019)
Postdoctoral researcher at University of California, Davis (Mar 2014 – Feb 2017), hosted by Prof. Chen-Nee Chuah
Postdoctoral researcher at Seoul National University (Mar 2013 – Feb 2014), hosted by Prof. Ted "Taekyoung" Kwon
Software Engineer at SOFTMAX CO., LTD (Mar 2003 – Aug 2005)