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AI is Systems-Networks 인공지능과 시스템-네트워크

AI 기술을 제품과 사회에 반영하기 위해서는 요구되는 계산량 및 전송량을 감당할 고성능 시스템 및 네트워킹이 필수적이다. 반면, AI 기술을 이용하여 시스템 및 네트워크를 최적화하거나 새로운 디자인을 고안하는 연구도 활발히 진행되고 있다.

  • 2022

  • Bayesian inductive learning in group recommendations for seen and unseen groups

    Kwang Hee Lee, Myoung Ho Kim
    INFORMATION SCIENCES
    2022

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  • Bootstrapped Knowledge Graph Embedding based on Neighbor Expansion

    Kim, Jun Seon, Ahn, Seong Jin, Myoung Ho Kim
    31st ACM International Conference on Information and Knowledge Management, CIKM 2022
    2022

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  • Multivariate Time series Anomaly Detection based on reconstructed differences using Graph Attention Networks

    Kang, Jung Mo, Myoung Ho Kim
    2nd International Workshop on Big data-driven Edge Cloud Services, BECS 2022
    2022

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  • Online Evasion Attacks on Recurrent Models: The Power of Hallucinating the Future

    Byunggill Joe, Hamm, Jihun, Insik Shin
    31st International Joint Conference on Artificial Intelligence, IJCAI 2022
    2022

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  • VACS: 패션 객체 영역 분할 기법을 통한 가상 착용 기술 아티팩트 보정 시스템

    박원정, 정유진, 박순찬, 박진아
    정보과학회논문지
    2022

  • 고차 그래프 뉴럴 네트워크를 활용한 이질형 그래프에서의 링크 예측

    안성진, 김명호
    정보과학회 컴퓨팅의 실제 논문지
    2022

  • 노드와 링크간의 상호작용을 동시에 반영한 그래프 어텐션 네트워크 기반 지식 그래프 임베딩

    김준선, 김명호
    정보과학회 논문지
    2022

  • 이질형 그래프에서의 고차 구조 정보 활용을 위한 그래프뉴럴 상미분 방정식

    안성진, 김명호
    2022 한국컴퓨터종합학술대회
    2022

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  • 2021

  • A survey on deep learning-based Monte Carlo denoising

    Huo, Yuchi, Sung-Eui Yoon
    COMPUTATIONAL VISUAL MEDIA
    2021

  • GraphShop: Graph-based Approach for Shop-type Recommendation

    GUOYUAN AN, Sung-Eui Yoon, Jaeyoon Kim, Wang, Lin, Myoung Ho Kim
    2021 SIAM International Conference on Data Mining (SDM)
    2021

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  • Instant Panoramic Texture Mapping with Semantic Object Matching for Large-Scale Urban Scene Reproduction

    Park, J, Jeon, Ik-Beom, Sung-Eui Yoon, Woo, W
    IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS
    2021

  • 자기지도학습으로 추론된 특징을 이용한 CT 영상의 보간 방법

    Lim, Joowon, 박진아
    정보과학회논문지
    2021

  • 2020

  • ChronoGraph: Enabling Temporal Graph Traversals for Efficient Information Diffusion Analysis over Time

    Byun, Jaewook, Woo, Sungpil, Daeyoung KIM
    IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
    2020

  • Data augmentation method for improving the accuracy of human pose estimation with cropped images

    Soonchan Park, Lee, Sang-baek, Jinah Park
    PATTERN RECOGNITION LETTERS
    2020

  • Identifying and Quantifying Coordinated Manipulation of Upvotes and Downvotes in Naver News Comments

    Jiwan Jeong, Jeong-han Kang, Sue Moon
    14TH INTERNATIONAL CONFERENCE ON WEB AND SOCIAL MEDIA(ICWSM-2020)
    2020

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  • 2017

  • Computing Betweenness Centrality in B-hypergraphs

    Lee, Kwang Hee, Myoung Ho Kim
    Conference on Information and Knowledge Management(CIKM)
    2017

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  • Data Integration Framework for Heterogeneous Databases in Biomedicine

    Jeong, Hyun Ji, Park, Hye Rin, Kim, Jae Ho, Myoung Ho Kim
    International Conference on Convergence Content (ICCC2017)
    2017

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  • Discovering B-Coupling Relationships in the Bipartite Hypergraph through Link Prediction in the Unimodal Graph

    Kim, Bo Bae, Jeong, Hyun Ji, Myoung Ho Kim
    2017 IEEE 2nd International Conference on Cloud Computing and Big Data Analysis (ICCCBDA)
    2017

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  • Interval Signature: Persistence and Distinctiveness of Inter-event Time Distributions in Online Human Behavior

    Jiwan Jeong, Sue Moon
    International World Wide Web Conference(WWW)
    2017

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  • pm-SCAN: an I/O Efficient Structural Clustering Algorithm for Large-scale Graphs

    Seo, Jung Hyuk, Myoung Ho Kim
    ACM Conference on Information and Knowledge Management (CIKM)
    2017

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