Lab directory
Data and Adaptive Intelligence Systems Lab
Data and Adaptive Intelligence Systems Lab
Recruiting grad students
Korea University · Computer Science and Engineering
Information sourcenot verified yet
Professor
Prof. 윤수식
Professor's page · publicationsAbout
윤수식 교수 연구실(Data and Adaptive Intelligence Systems Lab, DAIS)은 고려대학교 컴퓨터학과 소속으로, 데이터 기반 통찰을 통해 적응형 지능 시스템을 구현하는 것을 목표로 한다. 정형(테이블) 데이터 표현과 피처 엔지니어링, 시계열 예측, 언어모델 최적화와 NLP, 지속학습(continual learning)과 컨셉 드리프트 탐지, 추천·정보검색 등을 연구하며 KDD·ICML·ACL·SIGIR 등에 논문을 발표하고 있다.
Research keywords
Data and Adaptive Intelligence Systems Lab
Selected publications
- Online Drift Detection with Maximum Concept DiscrepancyKDD · 2024
- Exploiting Representation Curvature for Boundary Detection in Time SeriesNeurIPS · 2024
- One Size Fits All for Semantic Shifts: Adaptive Prompt Tuning for Continual LearningICML · 2024
- Breaking the Time-Frequency Granularity Discrepancy in Time-Series Anomaly DetectionWWW · 2024
- Bi-Modal Learning for Networked Time SeriesKDD · 2025
- CREAM: Continual Retrieval on Dynamic Streaming Corpora with Adaptive Soft MemoryKDD · 2026
Other labs in this department
- Intelligent Computing and Networking LaboratoryRecruiting
곽정호
지능 컴퓨팅 및 네트워킹
- Computer System Architecture LabRecruiting
구건재
Computer Architecture (컴퓨터 구조)
- PALM (Program Analysis, Learning, and Mining) GroupRecruiting
김동선
Program Analysis, Learning, and Mining (PALM)
- Vision and AI LabRecruiting
김진규
비전 및 인공지능
- Generative Intelligence LabRecruiting
박성우
생성형 지능시스템 연구실 (Generative Intelligence Lab)
- Programming Language Research GroupRecruiting
박지혁
프로그래밍 언어 연구실