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Shin, Kijung (신기정)
조교수, Kim Jaechul Graduate School of AI(김재철AI대학원)

http://kijungs.github.io

Research Area
Graph Mining, Social Network Analysis, Scalable Machine Learning
Co-researchers
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    NO Title, Author(s) (Publication Title, Volume Issue, Page, Issue Date)
    1
    Effective training strategies for deep-learning-based precipitation nowcasting and estimation

    Ko, Jihoon; Lee, Kyuhan; Hwang, Hyunjin; et al, COMPUTERS & GEOSCIENCES, v.161, 2022-04

    2
    Detecting Group Anomalies in Tera-Scale Multi-Aspect Data via Dense-Subtensor Mining

    Shin, Kijungresearcher; Hooi, Bryan; Kim, Jisu; et al, FRONTIERS IN BIG DATA, v.3, no.N, pp.58 - 58, 2021-04

    3
    CoCoS: Fast and Accurate Distributed Triangle Counting in Graph Streams

    Shin, Kijungresearcher; Lee, Euiwoong; Oh, Jinoh; et al, ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA, v.15, no.3, 2021-04

    4
    Temporal locality-aware sampling for accurate triangle counting in real graph streams

    Lee, Dongjin; Shin, Kijungresearcher; Faloutsos, Christos, VLDB JOURNAL, v.29, no.6, pp.1501 - 1525, 2020-11

    5
    Hypergraph Motifs: Concepts, Algorithms, and Discoveries

    Lee, Geon; Ko, Jihoon; Shin, Kijungresearcher, PROCEEDINGS OF THE VLDB ENDOWMENT, v.13, no.11, pp.2256 - 2269, 2020-07

    6
    Fast and Memory-Efficient Algorithms for High-Order Tucker Decomposition

    Zhang, Jiyuan; Oh, Jinoh; Shin, Kijungresearcher; et al, KNOWLEDGE AND INFORMATION SYSTEMS, v.62, no.7, pp.2765 - 2794, 2020-07

    7
    Fast, Accurate and Provable Triangle Counting in Fully Dynamic Graph Streams

    Shin, Kijungresearcher; Oh, Sejoon; Kim, Jisu; et al, ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA, v.14, no.2, pp.1 - 39, 2020-03

    8
    대용량의 동적인 그래프 데이터에서의 삼각형 수 추정을 위한 스트리밍 알고리즘

    신기정researcher, 한국데이터정보과학회지, v.37, no.8, pp.46 - 51, 2019-08

    9
    Fast, Accurate, and Flexible Algorithms for Dense Subtensor Mining

    Shin, Kijungresearcher; Hooi, Bryan; Faloutsos, Christos, ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA, v.12, no.3, 2018-04

    10
    Patterns and anomalies in k-cores of real-world graphs with applications

    Shin, Kijungresearcher; Eliassi-Rad, Tina; Faloutsos, Christos, KNOWLEDGE AND INFORMATION SYSTEMS, v.54, no.3, pp.677 - 710, 2018-03

    11
    Graph-Based Fraud Detection in the Face of Camouflage

    Hooi, Bryan; Shin, Kijungresearcher; Song, Hyun Ah; et al, ACM TRANSACTIONS ON KNOWLEDGE DISCOVERY FROM DATA, v.11, no.4, 2017-08

    12
    Fully Scalable Methods for Distributed Tensor Factorization

    Shin, Kijungresearcher; Sael, Lee; Kang, U, IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, v.29, no.1, pp.100 - 113, 2017-01

    13
    Random Walk with Restart on Large Graphs Using Block Elimination

    Jung, Jinhong; Shin, Kijungresearcher; Sael, Lee; et al, ACM TRANSACTIONS ON DATABASE SYSTEMS, v.41, no.2, 2016-06
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