Intelligent Data System Laboratory.
서울대학교 지능형 데이터 시스템 연구실
Department of Computer Science & Engineering, Seoul National University, Korea, since 1992.
Research in the Intelligent Data Systems laboratory, supervised by professor Sang-goo Lee, focuses on the areas of data mining, data processing, information retrieval, recommendation, natural language processing and deep learning.
Researches in IDS Lab.
Over the years, the IDS lab. has been involved in research activities in the fields of computer science and information technology.
Our recent research areas are as follows:
Major Publications
- Proxy-based Item Representation for Attribute and Context-aware Recommendation
Jinseok Seol, Minseok Gang, Sang-goo Lee, Jaehui Park
The 17th ACM International Conference on Web Search and Data Mining (WSDM 2024), 2024 - Universal Domain Adaptation for Robust Handling of Distributional Shifts in NLP
Hyuhng Joon Kim, Hyunsoo Cho, Sang-Woo Lee, Junyeob Kim, Choonghyun Park, Sang-goo Lee, Kang Min Yoo, Taeuk Kim
Findings of 2023 Conference on Empirical Methods in Natural Language Processing (EMNLP 2023), 2023 - CELDA: Leveraging Black-box Language Model as Enhanced Classifier without Labels
Hyunsoo Cho, Youna Kim, Sang-goo Lee
The 61st Annual Meeting of the Association for Computational Linguistics (ACL 2023), 2023 - Prompt-Augmented Linear Probing: Scaling Beyond The Limit of Few-shot In-Context Learners
Hyunsoo Cho, Hyuhng Joon Kim, Jun Yeob Kim, Sang-Woo Lee, Sang-goo Lee, Kang Min Yoo, Taeuk Kim
Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI 2023), 2023 - Multi-Scale Contrastive Learning for Complex Scene Generation
Hanbit Lee, Youna Kim, Sang-goo Lee
IEEE/CVF Winter Conference on Applications of Computer Vision (WACV 2023), 2023
For complete publication list, visit Publications page.
Application to IDS Lab.
IDS Lab seeks fresh and energetic students!
Contact us via 02-880-5517 or chief at europa.snu.ac.kr for lab application info.