(* = (co-)corresponding author, ** = equal contributions)
[2026]
Jeewoo Yoon**, Taenyun Kim**, Jinyoung Han**, Joon Seo Hwang, Jeong Mo Han, Ji In Park, Hayeon Song, Daniel Duck-Jin Hwang*, "Expertise Matters in AI Adoption: A Comparative Study of Retina Specialists and General Ophthalmologists in AI-CAD Adoption," International Journal of Human–Computer Interaction (SSCI, JCR 2024 IF = 3.9)
[2024]
Jeong Mo Han**, Jinyoung Han**, Junseo Ko**, Juho Jung, Ji In Park, Joon Seo Hwang, Jeewoo Yoon, Jae Ho Jung, Daniel Duck-Jin Hwang*, "Anti-VEGF treatment outcome prediction based on optical coherence tomography images in neovascular age-related macular degeneration using a deep neural network," Scientific Reports 14(28253) (SCI, JCR 2021 IF = 4.996)
Juho Jung, Chaewon Kang, Jeewoo Yoon, Seungbae Kim, Jinyoung Han*, "HiQuE: Hierarchical Question Embedding Network for Multimodal Depression Detection," ACM International Conference on Information and Knowledge Management (CIKM), accepted. (acceptance ratio = 347/1,496= 23.1%)
Juho Jung**, Jinyoung Han**, Jeong Mo Han**, Junseo Ko, Jeewoo Yoon, Joon Seo Hwang, Ji In Park, Gyudeok Hwang, Jae Ho Jung, Daniel Duck-Jin Hwang*, "Prediction of Neovascular Age-related Macular Degeneration Recurrence using Optical Coherence Tomography Images with a Deep Neural Network," Scientific Reports. (SCI, JCR 2021 IF = 4.996)
[2023]
Jeewoo Yoon**, Jinyoung Han**, Junseo Ko, Seong Choi, Ji In Park, Joon Seo Hwang, Jeong Mo Han, Daniel Duck-Jin Hwang*, "Developing and evaluating an artificial intelligence-based computer-aided diagnosis system for retinal disease: A diagnostic study for central serous chorioretinopathy," Journal of Medical Internet Research (JMIR), 25: e48142. (SCIE, JCR 2022 IF=7.4)
Kyungeun Min**, Jeewoo Yoon**, Migyeong Kang, Daeun Lee, Eunil Park, and Jinyoung Han*, "Detecting depression on video logs using audiovisual features," Humanities and Social Sciences Communications, 10, 788, Nov, 2023. (SSCI, JCR 2022 IF = 3.5)
Migyeong Yang**, Jinyoung Han**, Ji In Park, Joon Seo Hwang, Jeong Mo Han, Jeewoo Yoon, Seong Choi, Gyudeok Hwang, Daniel Duck-Jin Hwang*, "Prediction of Visual Acuity in Pathologic Myopia with Myopic Choroidal Neovascularization Treated with Anti-Vascular Endothelial Growth Factor Using a Deep Neural Network Based on Optical Coherence Tomography Images," Biomedicines, 11(8), 2238, Aug, 2023. (SCIE, JCR 2022 IF = 4.7).
Juho Jung, Chaewon Kang, Jeewoo Yoon, Simon S. Woo, and Jinyoung Han*, "SAFE: Sequential Attentive Face Embedding with Contrastive Learning for Deepfake Video Detection," ACM International Conference on Information and Knowledge Management (CIKM), accepted.
Seoyun Kim, HyeRim Yu, Jeewoo Yoon, and Eunil Park*, "Micro-Locational Fine Dust Prediction Utilizing Machine Learning and Deep Learning Models," Computer Systems Science and Engineering, 48(2), 413-429 (SCIE, JCR 2022 IF=4.397).
Jiwon Kang, Chaewon Kang, Jeewoo Yoon, Houggeun Ji, Taihu Li, Hyunmi Moon, Minsam Ko, and Jinyoung Han*, "Dancing on the Inside: A Qualitative Study on Online Dance Learning with Teacher-AI Cooperation," Education and Information Technologies (SSCI, JCR 2021 IF = 3.666).
Jinyoung Han**, Seong Choi**, Ji In Park, Joon Seo Hwang, Jeong Mo Han, Junseo Ko, Jeewoo Yoon, and Daniel Duck–Jin Hwang*, "Detecting Macular Disease based on Optical Coherence Tomography using a Deep Convolutional Network," Journal of Clinical Medicine, 12(3):1005 (SCIE, JCR 2021 IF = 4.964).
[2022]
Kyeo Re Lee, Jang Hyun Kim, Jaeyeon Jang, Jeewoo Yoon, Dongyan Nam, Yonghwan Kim, and Byungjun Kim, "News big data analysis of international start-up innovation discourses through topic modeling and network analysis: comparing East Asia and North America," Asian Journal of Technology Innovation, 1-23, Oct, 2022.
Chaewon Kang, Jeewoo Yoon, Daejin Choi, Eunil Park, Sangheon Pack, and Jinyoung Han*, "TransTraffic: Predicting Network Traffic using Low Resource Data," International Conference on ICT Convergence (ICTC), Oct, 2022.
Jeewoo Yoon, Jinyoung Han, Erik Bucy, and Jungseock Joo, "Predicting Emotional Intensity in Political Debates via Non-verbal Signals," INTERSPEECH, Sep, 2022.
Also presented at ICA2022 "Video-as-data in computational communication" Panel.
Jiwon Kang, Jeewoo Yoon, Eunil Park, and Jinyoung Han*, "Why Tag Me?: Detecting Motivations of Comment Tagging in Instagram," Expert Systems With Applications, Vol. 202, pp.117171, Sep, 2022. (SCIE, JCR 2021 IF=8.665)
Jeewoo Yoon, Chaewon Kang, Seungbae Kim, and Jinyoung Han*, "D-Vlog: Multimodal Vlog Dataset for Depression Detection," AAAI Conference on Artificial Intelligence (AAAI), Feb, 2022. (acceptance ratio = 1,345/9,251 = 14.5%)
Jinyoung Han**, Seong Choi**, Ji In Park, Joon Seo Hwang, Jeong Mo Han, Hak Jun Lee, Junseo Ko, Jeewoo Yoon, Daniel Duck-Jin Hwang*, "Classifying Neovascular Age-related Macular Degeneration with a Deep Convolutional Neural Network based on Optical Coherence Tomography Images," Scientific Reports 12, 2232(2022), Feb, 2022. (SCI, JCR 2021 IF = 4.996)
Junseo Ko**, Jinyoung Han**, Jeewoo Yoon, Ji In Park, Joon Seo Hwang, Jeong Mo Han, Kyu Hyung Park, and Daniel Duck-Jin Hwang*, "Assessing Central Serous Chorioretinopathy with Deep Learning and Multiple Optical Coherence Tomography Images," Scientific Reports 12, 1831(2022), Feb, 2022. (SCI, JCR 2021 IF = 4.996)
Jeewoo Yoon**, Jinyoung Han**, Junseo Ko, Seong Choi, Ji In Park, Joon Seo Hwang, Jeong Mo Han, Kyuhwan Jang, Joonhong Sohn, Kyu Hyung Park, and Daniel Duck-Jin Hwang*, "Classifying central serous chorioretinopathy subtypes with a deep neural network using optical coherence tomography images: A cross-sectional study," Scientific Reports 12, 422(2022), Jan, 2022. (SCI, JCR 2021 IF = 4.996)
Junseo Ko, Jeewoo Yoon, DaeJin Choi*, Eunil Park, Sangheon Pack, and Jinyoung Han*, "Trafficformer: A Transformer-based Traffic Predictor," IEEE International Conference on Consumer Electronics (ICCE), Jan, 2022. [Code]
[2021]
Taihu Li, Jeewoo Yoon, DaeJin Choi*, and Jinyoung Han*, "Passing to Win: Using Characteristics of Passing Information for Match Winner Prediction," International Conference on Sport Sciences Research and Technology Support (icSPORTS), September, 2021.
Daniel Duck-Jin Hwang**, Seong Choi**, Junseo Ko, Jeewoo Yoon, Ji In Park, Joon Seo Hwang, Jeong Mo Han, Hak Jun Lee, Joonhong Sohn, Kyu Hyung Park, and Jinyoung Han*, "Distinguishing Retinal Angiomatous Proliferation from Polypoidal Choroidal Vasculopathy with A Deep Neural Network based on Optical Coherence Tomography," Scientific Reports 11, 9275(2021), April 2021. (SCI, JCR 2021 IF = 4.996)
[2020]
Jeewoo Yoon**, Jinyoung Han**, Ji In Park, Joon Seo Hwang, Jeong Mo Han, Joonhong Sohn, Kyu Hyung Park, and Daniel Duck-Jin Hwang*, "Optical Coherence Tomography-based Deep-learning Model for Detecting Central Serous Chorioretinopathy," Scientific Reports 10, 18852(2020), November 2020. (SCI, JCR 2020 IF = 4.379)
Seong Choi**, Seunghoon Jeong**, Jeewoo Yoon, Migyeong Yang, Minsam Ko, Eunil Park, Jinyoung Han*, Munyoung Lee, and Seonghee Lee, "VCTUBE: A Library for Automatic Speech Data Annotation," INTERSPEECH Show & Tell, Oct. 2020.
Jeewoo Yoon, Jungseock Joo, Eunil Park, and Jinyoung Han*, "Cross-domain Classification of Facial Appearance of Leaders," International Conference on Social Informatics (SOCINFO), Oct. 2020.
Also published in Lecture Notes in Computer Science (LNCS) 12467, pp. 124-136.
Jiwon Kang, Jeewoo Yoon, and Jinyoung Han*, "Why do Instagram Users Tag Friends in Comments?," The WEB Conference (formerly WWW), April 2020. (poster)
[Domestic]
Junseo Ko, Stephanie An, Changdeuk Hong, Jeewoo Yoon*, and Seong Choi, "A Stemmer-based Korean Grapheme-to-Phoneme Converter for Speech Synthesis," Korea Institute of information and Communication Engineering, Oct. 2023.
Yongmo Ku, Jeewoo Yoon, Seong Choi, and Jinyoung Han*, "A Facial Re-targeting Framework with Artificial Intelligence Models for Lightweight Interaction," KoreaAI - The 4th Korea Artificial Intelligence Conference, Virtual, Oct. 2023.
Chaewon Kang, Jeewoo Yoon, Daeun Lee, Migyeong Kang, Seohyun Lim, Juho Jung, Sejung Son, and Jinyoung Han*, "Toward Natural and Intelligible Speech Synthesis: An Empirical Study on Transfer Learning," The Korean Institute of Broadcast and Media Engineers, Jeju, June. 2023.
Jeewoo Yoon, Jiwon Kang, Seunghoon Jeong, Minsam Ko, Eunil Park, and Jinyoung Han*, "A Deep Neural Network Model for Identifying Political Party based on Face Images," HCI Korea, Jeju, Feb. 2019.