Shin Gijeong Lab

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Professor

Prof. 신기정

About

신기정(Kijung Shin) 교수의 Data Mining Lab은 KAIST 김재철AI대학원 및 전기및전자공학부(컴퓨터 분과) 소속 연구실이다. 데이터마이닝, 그래프/하이퍼그래프 알고리즘, 텐서 분석, 동적 네트워크 이상탐지, 확장가능한 머신러닝을 연구한다. PI는 CMU에서 Christos Faloutsos 지도로 박사학위를 받았다.

Research keywords

Data MiningGraph/Hypergraph AlgorithmsTensor AnalysisAnomaly DetectionScalable Machine Learning

Selected publications

RDB2G-Bench: A Comprehensive Benchmark for Automatic Graph Modeling of Relational DatabasesNeurIPS 2025 · 2025
Attributed Hypergraph Generation with Realistic Interplay Between Structure and AttributesICDM 2025 (IEEE Best Paper Award) · 2025
Rethinking Reconstruction-based Graph-Level Anomaly DetectionNeurIPS 2024 · 2024
A Survey on Hypergraph Neural NetworksKDD 2024 · 2024
Compact Decomposition of Irregular Tensors for Data CompressionKDD 2024 · 2024

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