Data Intelligence Lab
Data Intelligence Lab
Chungnam National University · Computer Science and Engineering
Professor
Prof. 임성수
Professor's page · publicationsAbout
데이터 인텔리전스 연구실은 데이터 마이닝과 기계학습, 그래프 마이닝, 그래프 신경망(Graph Neural Networks)을 연구한다. 그래프 구조 데이터로부터 지식을 추출하는 기술을 다룬다.
Research keywords
Recent papers
From OpenAlex · papers whose author affiliation matches this university
Selected publications
- Label-based graph augmentation with metapath for graph anomaly detectionExpert Systems with Applications · 2026
- Uncovering high-order cohesive structures: Efficient (k, g)-core computation and decomposition for large hypergraphsKnowledge-Based Systems · 2026
- StAR: Adaptive Structure-Aware Reranking for Semantic-Structural Alignment in GraphRAGSIGIR · 2026
- DisCoRec: Disentangled Conformity-aware Recommendation with LLM-Guided Multi-View LearningSIGIR · 2026
- Metadata Meets LLMs: Constructing Knowledge-Rich Citation Networks with CoT-Enhanced RepresentationsWSDM · 2026
- Succinct Link Transformation-Based Overlapping Community Detection Framework for Social Network AnalysisIEEE Access · 2025
Labs doing related research
Labs that recently published on topics this lab's recent papers share
Shared topic: Atomic and Molecular Physics
Cheol Ho Choi
Kyungpook National University · Chemistry
Benchmarking Core-Level X-ray Absorption with MRSF-TDDFT, RASPT2, and Stochastic GAS Using the XABOOM SetJournal of Chemical Theory and Computation · Sep 10Quantum Biochemistry Laboratory
Chungbuk National University · Chemistry
State-Specific Analytical Nuclear Gradients for the Density-Fitted Exact Two-Component State-Averaged Complete Active Space Self-Consistent Field (X2C-SA-CASSCF) TheoryJournal of Chemical Theory and Computation · Sep 25Christian Mendl 교수 연구실
Technical University of Munich · Department of Computer Science
Computing electron overlap integrals for Gausslet orbitals on cubic latticesPreprintarXiv (Cornell University) · Sep 30
Other labs in this department
- Computer Vision Lab
Koh Yeong Jun
컴퓨터비전, 영상처리, 머신러닝
- Generative Intelligence Lab
Kwon Jingun
자연어처리, 생성학습
- Deep Learning and Scientific Computing Lab
Kyungsup Kim
기계학습, 응용과학계산
- Mobile and Intelligent Network Lab
Ki Il Kim
이동네트워크, IoT
- Data Optimization Lab
SangMook Kim
머신러닝, 데이터 사이언스, 의료 AI
- Smart Data Lab
Kim, Young-Kuk
딥러닝·데이터 마이닝 (추천 시스템, 스마트 데이터/스마트홈 데이터 분석)