Publications (* indicates equal contribution as co-first authors)
Conference Papers
[C12]
{Hojung Shin*, Taeri Kim*}, Jebum Choi, Hyunjoon Kim, and Sang-Wook Kim, “RaceMED: A Race-Aware Approach to Accurate and Fair Medication Recommendation,” In Proceedings of the ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) V.2, pp., Jeju Island, Republic of Korea, Aug. 9-13, 2026. (Full paper) (BK21 IF: 4) (Poster)
[C11]
Dong-Hyuk Seo, Sein Kim, Taeri Kim, Won-Yong Shin, and Sang-Wook Kim, “SCOUT: Structure-Aware Aspect and Anchor-Count Selection for Node Attribute Augmentation via Positional Information,” In Proceedings of the ACM Web Conference (WWW), pp. 935-946, Dubai, United Arab Emirates, Apr. 13-17, 2026. (Full paper) (BK21 IF: 4) (Poster)
[C10]
Taeri Kim, Sohee Ban, Hyunjoon Kim, and Sang-Wook Kim, “STARLINE: Contrastive Learning with Modality-Aware Graph Refinement for Effective Multimedia Recommendation,” In Proceedings of the ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD) V.2, pp. 1184-1195, Toronto, ON, Canada, Aug. 3-7, 2025. (Full paper) (BK21 IF: 4) (Oral)
[C09]
Dongho Jeong, Taeri Kim, Donghyeon Cho, and Sang-Wook Kim, “MELON: Learning Multi-Aspect Modality Preferences for Accurate Multimedia Recommendation,” In Proceedings of the International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR), pp. 1850-1859, Padova, Italy, Jul. 13-18, 2025. (Full paper) (BK21 IF: 4) (Oral)
[C08]
Taeri Kim, Jiho Heo, Hyunjoon Kim, and Sang-Wook Kim, “HI-DR: Exploiting Health Status-Aware Attention and an EHR Graph+ for Effective Medication Recommendation,” In Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), pp. 11950-11958, Philadelphia, Pennsylvania, USA, Feb. 25-Mar. 4, 2025. (Full paper) (BK21 IF: 4) (Oral)
[C07]
{Taeri Kim*, Jiho Heo*, Hongil Kim*}, Kijung Shin, and Sang-Wook Kim, “VITA: ‘Carefully Chosen and Weighted Less’ Is Better in Medication Recommendation,” In Proceedings of the AAAI Conference on Artificial Intelligence (AAAI), pp. 8600-8607, Vancouver, Canada, Feb. 20-27, 2024. (Full paper) (BK21 IF: 4) (Oral)
[C06]
{Yungi Kim*, Taeri Kim*}, Won-Yong Shin, and Sang-Wook Kim, “MONET: Modality-Embracing Graph Convolutional Network and Target-Aware Attention for Multimedia Recommendation,” In Proceedings of the ACM International Conference on Web Search and Data Mining (WSDM), pp. 332-340, Mérida, México, Mar. 4-8, 2024. (Full paper) (BK21 IF: 3) (Oral)
[C05]
{Taeri Kim*, Noseong Park*}, Jiwon Hong, and Sang-Wook Kim, “Phishing URL Detection: A Network-based Approach Robust to Evasion,” In Proceedings of the ACM SIGSAC Conference on Computer and Communications Security (CCS), pp. 1769-1782, Los Angeles, USA, Nov. 7-11, 2022. (Full paper) (BK21 IF: 4) (Oral)
[C04]
{Taeri Kim*, Yeon-Chang Lee*}, Kijung Shin, and Sang-Wook Kim, “MARIO: Modality-Aware Attention and Modality-Preserving Decoders for Multimedia Recommendation,” In Proceedings of the ACM International Conference on Information and Knowledge Management (CIKM), pp. 993-1002, Atlanta, Georgia, USA, Oct. 17-21, 2022. (Full paper) (BK21 IF: 3) (Oral)
[C03]
{Taeyong Kong*, Taeri Kim*}, Jinsung Jeon, Jeongwhan Choi, Yeon-Chang Lee, Noseong Park, and Sang-Wook Kim, “Linear, or Non-Linear, That is the Question!,” In Proceedings of the ACM International Conference on Web Search and Data Mining (WSDM), pp. 517-525, Virtual Event, Tempe, Arizona, USA, Feb. 21-25, 2022. (Full paper) (BK21 IF: 3) (Oral)
[C02]
Sung-Jun Park, Jiwon Hong, Taeri Kim, and Sang-Wook Kim, “Malware Classification: Methods and Evaluation,” In Proceedings of the International Conference on Convergence Content (ICCC), pp. 267-268, Johor, Malaysia, Dec. 19-21, 2019. (Short paper) (Best Paper Award)
[C01]
Jiwon Hong, Sung-Jun Park, Taeri Kim, Yung-Kyun Noh, and Sang-Wook Kim, “Malware Classification for Identifying Author Groups: A Graph-based Approach,” In Proceedings of the Conference on Research in Adaptive and Convergent Systems (RACS), pp. 169-174, Chongqing, China, Sep. 24-27, 2019. (Full paper)
Journal Papers
[J01]
{Jiyeon Kim*, Taeri Kim*}, and Sang-Wook Kim, “Read between the interactions: Understanding non-interacted items for accurate multimedia recommendation,” Computer Science and Information Systems, Vol. 20(3), pp. 933-948, Jun. 2023. (2023 JCR IF: 1.2)
Book Chapters
[B01]
“Phishing URL Detection with Lexical Features and Blacklisted Domains,” Adaptive Autonomous Secure Cyber Systems 2020 (Chapter 12), pp. 253-267, Springer, 2020.
Teaching Experience
Teaching
V024008: Web Engineering Capstone Design @ Hansung University 2026
V024004: Web Server Programming @ Hansung University 2026
V020014: Operating System @ Hansung University 2026
V020006: Probability and Statistics @ Hansung University 2026
Teaching Assistant
SKT AI Course: Recommender Systems @ SK Telecom 2021
ITE4005: Data Science @ Hanyang University 2020, 2019, 2018
ITE2038: Database Systems @ Hanyang University 2020, 2019, 2018, 2017
Tutoring
MME0017: Object-Oriented Programming @ Hansung University 2014
MME0050: JAVA Programming @ Hansung University 2014, 2013
Education
Ph.D. in Computer Science
Mar. 2017 – Feb. 2025
Hanyang University, Seoul, Republic of Korea
Dissertation: Effective Approaches to Exploiting Multimodal Features for Accurate Recommendation (Best Ph.D. Dissertation Award)
Advisor: Prof. Sang-Wook Kim
B.S. in Computer Science (Multimedia Engineering)
Mar. 2012 – Aug. 2015
Hansung University, Seoul, Republic of Korea
(President’s Award for Outstanding Academic Performance)
