Pilsung Kang
Pilsung Kang
Seoul National University · Industrial Engineering
Professor
Prof. 강필성
Professor's page · publicationsAbout
데이터과학 및 비즈니스 애널리틱스(DSBA) 연구실을 이끌며, 데이터 기반 지능형 알고리즘으로 산업 문제를 해결하고 신뢰할 수 있는 AI를 개발한다. 시계열·언어·비전의 멀티모달 분석을 핵심 축으로 이상탐지, 예지보전, 대규모 언어모델 안전성 등을 제조·금융·에너지 분야에 적용한다.
Research keywords
Recent papers
- RECUR: Retrieval-Based customer review analysis framework utilizing nonparametric masked language modelingMultimedia Tools and Applications · Oct 7
- Avoid wasted annotation costs in open-set active learning with pre-trained vision–language modelEngineering Applications of Artificial Intelligence · Sep 17
- Not All Variables Agree: Reliability-Aware Variable-Wise Gradient Surgery for Multivariate Time-Series ForecastingPreprintarXiv (Cornell University) · Sep 8
From OpenAlex · papers whose author affiliation matches this university
Selected publications
- Domain Adaptation of Attention Heads for Zero-shot Anomaly DetectionComputer Vision and Image Understanding · 2026
- Multi-class Image Anomaly Detection for Practical Applications: Requirements and Robust SolutionsNeurocomputing · 2026
- UFORank: Unified Framework of Unsupervised Keyphrase Extraction for Long DocumentsIEEE Access · 2026
- GETUSP: Goal-Oriented Topic Modeling Framework for Unique Selling Point DiscoveryJournal of Retailing and Consumer Services · 2026
- Memory Bank-Guided Diffusion Model for Lightweight Anomaly DetectionApplied Soft Computing · 2026
- Patch-level proxy metric learning with coresets for precise anomaly localizationEngineering Applications of Artificial Intelligence · 2026
Labs doing related research
Labs that recently published on topics this lab's recent papers share
Statistical Inference Lab
KAIST · Graduate School of AI
Eliciting Weak-to-Strong Generalization with On-Policy Reverse DistillationPreprintarXiv (Cornell University) · Sep 8Shared topic: Machine Learning and Algorithms
Kim Junmo Lab
KAIST · Electrical Engineering
Do LLMs Learn from Rewards in Context? : Rethinking the role of reward in In-Context RLNewPreprintarXiv (Cornell University) · Oct 8Shared topic: Domain Adaptation and Few-Shot Learning
Music and Audio Computing Lab
KAIST · Graduate School of Culture Technology
Beyond Token Revision: Investigating Mask-and-Replace Diffusion for Zero-Shot Text-to-SpeechPreprintarXiv (Cornell University) · Oct 7Shared topic: Topic Modeling
Other labs in this department
- Sungzoon Cho
Sungjun Cho
Data Mining, Machine Learning
- Ilkyeong Moon
Production Planning and Control, Supply Chain Management, Logistics Management
- WooJin Park
Woojin Park
Ergonomics, Generative AI, AI Applications, Vehicle Ergonomics, UI/UX, Occupational Biomechanics, Creative Thinking
- Sungsoo Park
Mathematical Optimization, Operations Research
- Youngjung Geum
Data-driven Technology Planning, Service Innovation, R&D Management
- Kunsoo Park
Production Planning and Operations Management, Inventory and Supply Chain Management, Logistics Management