Lab directory
Joyce Jiyoung Whang
Joyce Jiyoung Whang
Recruiting grad students
KAIST · School of Computing
Information sourcenot verified yet
This lab is recruiting graduate students
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Professor
Prof. 황지영
Professor's page · publicationsAbout
KAIST 전산학부 빅데이터 인텔리전스 연구실(Big Data Intelligence Lab)을 이끈다. 개체 간 상호작용으로 데이터를 표현·해석하는 그래프 머신러닝과 마이닝을 중심으로 딥러닝, 지식그래프, 데이터 마이닝, 빅데이터 분석을 연구한다.
Research keywords
AIdata miningmachine learning
Selected publications
- Structure Is All You Need: Structural Representation Learning on Hyper-Relational Knowledge GraphsICML · 2025
- Stability and Generalization Capability of Subgraph Reasoning Models for Inductive Knowledge Graph CompletionICML · 2025
- Unveiling the Threat of Fraud Gangs to Graph Neural Networks: Multi-Target Graph Injection Attacks against GNN-Based Fraud DetectorsAAAI Conference on Artificial Intelligence · 2025
- PAC-Bayesian Generalization Bounds for Knowledge Graph Representation LearningICML · 2024
- Representation Learning on Hyper-Relational and Numeric Knowledge Graphs with TransformersKDD · 2023
- InGram: Inductive Knowledge Graph Embedding via Relation GraphsICML · 2023
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