Data Science Lab.

Jiwon Son

Ph. D. Candidate, Computer Science Department, Hanyang University, Seoul, Korea

Email

Jiwon Son, Dong-hyuk Seo, Junho Song, Kyungsik Han, Namhyuk Kim, and Sang-Wook Kim, “ A Novel Traffic Flow Prediction Model based on a Direct Spatio-Temporal Graph,” In Proc. of the 39th ACM ACM/SIGAPP Symposium On Applied Computing (ACM SAC 25), pp., Sicily, Italy, March 31 - April 4, 2025
Jiwon Son/, Jaeyoon Kim/, Taekin Kim, Yeon-Chang Lee, and Sang-Wook Kim , “CATER: A Cluster-Based Alternative-Term Recommendation Framework for Large-ScaleWeb Search at NAVER,” In Proc. of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD’25), PP. Toronto, Ontario, Canada, Aug. 3-7, 2025. (/*co-first authors with equal contribution)
Dong-Hyuk Seo꙳, Jiwon Son꙳, Namhyuk Kim, Won-Yong Shin, Sang-Wook Kim, “Empowering Traffic Speed Prediction with Auxiliary Feature-Aided Dependency Learning,” In Proc. of the 33rd ACM International Conference on Information and Knowledge Management (CIKM 2024 short), PP. Boise, Idaho, USA, October, 2024 (꙳co-first authors with equal contribution).
Junho Song, Jiwon Son, Dong-hyuk Seo, Kyungsik Han, Namhyuk Kim, and Sang-Wook Kim, “ST-GAT: A Spatio-Temporal Graph Attention Network for Accurate Traffic Speed Prediction,” In Proc. of the 31st ACM Int’l. Conf. on Information and Knowledge Management (ACM CIKM 2022), pp.4500–4504, Atlanta, GA, USA, Oct. 17-21, 2022 (short paper).

Yeon-Chang Lee, Jiwon Son, Taeho Kim, Daeyoung Park and Sang-Wook Kim, “Exploiting Uninteresting Items for Effective Graph-Based One-Class Collaborative Filtering”, Journal of Supercomputing, Vol. 77, No. 7, pp. 6832-6851, July 2021.

손지원, 송준호, 김남혁, 김태헌, 박성환, 김상욱, “교통 속도 예측을 위한 강수량 데이터 분석,” KIPS 춘계학술대회 2021, pp. 308-309-, 온라인개최, 2021년 5월 14-15일.
손지원, 송준호, 김남혁, 김태헌, 박성환, 김상욱, “딥 러닝을 이용한 다중 도로구간 속도 예측,” KIPS 추계학술대회 2020, pp. 883-885, 온라인개최, 2020년 11월 6-7일.”