Personal profile
Education
(Ph.D.) 2016.03 - 2024.02, Software, Sungkyunkwan University
(B.S.) 2012.03 - 2016.02, Software, Sungkyunkwan University
(Ph.D.) 2016.03 - 2024.02, 소프트웨어학과, 성균관대학교
(B.S.) 2012.03 - 2016.02, 소프트웨어학과, 성균관대학교
Professional Experience
2024.09 - current, Assistant Professor, Sungkyunkwan University, Department of Immersive Media Engineering/Department of Computer Science Education
2024.03 - 2024.08, Assistant Professor, Hankuk University of Foreign Studies, Division of Language and AI
2024.09 - 현재, 조교수, 성균관대학교 실감미디어공학과/컴퓨터교육과
2024.03 - 2024.08, 조교수, 한국외국어대학교 Language&AI융합학부
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Collaborations and top research areas from the last five years
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CoRAC: Integrating Selective API Document Retrieval with Question Semantic Intent for Code Question Answering
Choi, Y. S., Na, C. W. & Lee, J. H., 2025, Long Papers. Chiruzzo, L., Ritter, A. & Wang, L. (eds.). Association for Computational Linguistics (ACL), p. 12620-12635 16 p. (Proceedings of the 2025 Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies: Long Papers, NAACL-HLT 2025; vol. 1).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
DCG-SQL: Enhancing In-Context Learning for Text-to-SQL with Deep Contextual Schema Link Graph
Lee, J., Lee, J. S., Lee, J., Choi, Y. S. & Lee, J. H., 2025, Long Papers. Che, W., Nabende, J., Shutova, E. & Pilehvar, M. T. (eds.). Association for Computational Linguistics (ACL), p. 15397-15412 16 p. (Proceedings of the Annual Meeting of the Association for Computational Linguistics; vol. 1).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Link opens in a new tab Scopus citations -
DeCAP: Context-Adaptive Prompt Generation for Debiasing Zero-shot Question Answering in Large Language Models
Bae, S., Choi, Y. S. & Lee, J. H., 2025, Long Papers. Chiruzzo, L., Ritter, A. & Wang, L. (eds.). Association for Computational Linguistics (ACL), p. 12555-12574 20 p. (Proceedings of the 2025 Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies: Long Papers, NAACL-HLT 2025; vol. 1).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Q-FAKER: Query-free Hard Black-box Attack via Controlled Generation
Na, C. W., Choi, Y. S. & Lee, J. H., 2025, 2025 Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Proceedings of the Conference Findings, NAACL 2025. Chiruzzo, L., Ritter, A. & Wang, L. (eds.). Association for Computational Linguistics (ACL), p. 8289-8304 16 p. (2025 Annual Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Proceedings of the Conference Findings, NAACL 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
RA-Touch: Retrieval-Augmented Touch Understanding with Enriched Visual Data
Cho, Y., Kim, H., Kim, S., Zhang, Y., Choi, Y. & Hong, S., 27 Oct 2025, MM 2025 - Proceedings of the 33rd ACM International Conference on Multimedia, Co-Located with MM 2025. Association for Computing Machinery, Inc, p. 1288-1297 10 p. (MM 2025 - Proceedings of the 33rd ACM International Conference on Multimedia, Co-Located with MM 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access