Selected Publications

1. Seokho Ahn, Sungbok Shin*, Young-Duk Seo*, "Enriching Semantic Profiles into Knowledge Graph for Recommender Systems Using Large Language Models", KDD 2026: the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Jeju, Korea. (poster) (IF in BK: 4, top-tier) [pdf] [code] [poster] 

2. Chanwoo Jang, Ganghee Go, Jinyong Yun, Seokho Ahn, Myung Sun Shin, Ho-Hyun Kil, Sungmin Chang, Do-Guk Kim*, Young-Duk Seo*, "From Evaluation to Feedback: A Feature-Based and LLM-Constrained Tool for Korean Writing Assessment", SAC 2026: the 41th ACM/SIGAPP Symposium on Applied Computing. Thessaloniki, Greece. (oral) (IF in BK: 1) [pdf] [code]

3. Yeongyeong Lee, Minhye Jeon,  Young-Duk Seo*, "Aesthetic-Enhanced Multimodal Knowledge Graphs via LLMs for Interoperable Recommender Systems", SAC 2026: the 41th ACM/SIGAPP Symposium on Applied Computing. Thessaloniki, Greece. (oral) (IF in BK: 1) [pdf] [code]

4. Hyungjin Kim, Seokho Ahn, Young-Duk Seo*, "Draw Your Mind: Personalized Generation via Condition-Level Modeling in Text-to-Image Diffusion Models", ICCV 2025: International Conference on Computer Vision. Honolulu, Hawai'i. (poster) (IF in BK: 4, top-tier) [pdf] [code] [poster] [video]

5. Seokho Ahn, Junhyung Park, Ganghee Go, Chulhui Kim, Jiho Jung, Myung Sun Shin, Do-Guk Kim, Young-Duk Seo*, "UKTA: Unified Korean Text Analyzer", SAC 2025: the 40th ACM/SIGAPP Symposium on Applied Computing. Sicily, Italy. (oral) (IF in BK: 1) [pdf] [code]

6. Minhye Jeon, Seokho Ahn, Young-Duk Seo*, "Topic-Aware Knowledge Graph with Large Language Models for Interoperability in Recommender Systems", SAC 2025: the 40th ACM/SIGAPP Symposium on Applied Computing. Sicily, Italy. (oral) (IF in BK: 1) [pdf] [code]

7. Seokho Ahn, Hyungjin Kim, Sungbok Shin, Young-Duk Seo*, "Real-time Calibration Model for Low-cost Sensor in Fine-grained Time series", AAAI 2025: the 39th Annual AAAI Conference on Artificial Intelligence. Philadelphia, Pennsylvania, USA. (poster) (IF in BK: 4, top-tier) [pdf] [code] [poster] [video]

8. Seokho Ahn, Hyungjin Kim, Euijong Lee, Young-Duk Seo*, "SenDaL: An Effective and Efficient Calibration Framework of Low-cost Sensors for Daily Life", IEEE Internet of Things Journal, 2024. (JCR IF Top 5%) [pdf] [code]

9. Junhyuk Kwon, Seokho Ahn, Young-Duk Seo*, "RecKG: Knowledge Graph for Recommender Systems", SAC 2024: the 39th ACM/SIGAPP Symposium on Applied Computing. Avila, Spain. (oral) (IF in BK: 1) [pdf] [code]

10. SeungJoo Lee, Seokho Ahn, Young-Duk Seo*, "Relation Modeling on Knowledge Graph for Interoperability in Recommender Systems", SAC 2023: the 38th ACM/SIGAPP Symposium on Applied Computing. Tallinn, Estonia. (oral) (IF in BK: 1) [pdf] [code]

11. Young-Duk Seo, Young-Gab Kim*, Euijong Lee, Hyungjin Kim, "Group recommender system based on genre preference focusing on reducing the clustering cost", Expert Systems with Applications, 2021. (JCR IF Top 5%) [pdf]

12. Young-Duk Seo, Yoon-Sik Cho*, "Point of interest recommendations based on the anchoring effect in location-based social network services", Expert Systems with Applications, 2021. (JCR IF Top 5%) [pdf]