Seongeun Ryu
Ph. D. Candidate, Department of Artificial Intelligence, Hanyang University, Seoul, Korea
Contact
Research Interests
- Recommender Systems
- Knowledge Graph
- Graph Mining
Publications
3 International Conference Papers
- Yunyong Ko, Seongeun Ryu, Soeun Han, Youngseung Jeon, Jaehoon Kim, Sohyun Park, Kyungsik Han, Hanghang Tong and Sang-Wook Kim, “KHAN: Knowledge-Aware Hierarchical Attention Networks for Accurate Political Stance Prediction”, In Proceedings of the ACM Web Conference 2023 (ACM WWW 2023), pp., Texas, USA, April 30 – May 4, 2023 (full paper). (accepted to appear)
- Seongeun Ryu, Hyejeong Kwon, Min-Jeong Kim, Kyungyong Chung “Deep Autoencoder Model for Unsupervised Anomaly Detection in Road Surface Images”, In Proc. International Conference on Convergence Content (ICCC 2020), pp. 53-54, Busan, Korea, Nov. 12-14, 2020 (short paper)
- Jiwon Baek, Byoungkook Koo, Seongeun Ryu, Sungsoo Park, Kyungyong Chung “Risk Prediction using Correlation from Traffic Modality”, Proc. International Conference on Convergence Technology (ICCT 2020), pp. 110-111, Jeju, Korea, Jul. 8-10, 2020 (short paper)
2 International Journal Papers
- Seong-Eun Ryu and Kyungyong Chung, “Detection model of occluded object based on YOLO using hard-example mining and augmentation policy optimization”, Applied Sciences, Vol. 11(15), pp. 1-17 (7093), 28, Jul, 2021
- Seong-Eun Ryu, Dong-Hoon Shin, and Kyungyong Chung, “Prediction model of dementia risk based on XGBoost using derived variable extraction and hyper parameter optimization”, IEEE Access, Vol. 8, pp. 177708-177720, 21, Sep, 2020
3 Domestic Conference Papers
- 류성은, 구병국, 성기승, 강민정, 김민지, 김도훈 “Hard-example Mining과 Augmentation 최적화를 이용한 위험 상황 탐지 및 소통 서비스”, KIIT 2021, pp. 734-738, 온라인개최, 2021년 6월 3-5일
- 권혜정, 김민정, 류성은, 정경용 “클러스터링 기반 중심점 분석을 이용한 실시간 교통안전등급 산출모델”, KSII 2021, pp. 73-74, 코모도호텔 경주, 2021년 4월 23-24일
- 류성은, 김현진, 구병국, 권혜정, 박찬홍, 정경용 “Data Bias Optimization based Association Reasoning Model”, KCS 2020, pp.1-6, 온라인개최, 2020년 9월 20일