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AI is Systems-Networks

In order to apply AI technology to production and society in general, high-performance systems and networks are necessary to handle the required amount of computation and data transfer. Also, research on optimizing systems and networks or devising new designs using AI technology is being actively conducted.

  • 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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  • Sign Language Production With Avatar Layering: A Critical Use Case over Rare Words

    Jung-Ho Kim, Euijun Hwang, Sukmin Cho, Lee, Du Hui, Jong C. Park
    The 13th Conference on Language Resources and Evaluation (LREC 2022)
    2022

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  • The Text Analysis Framework for Interactive Statistical Classification Service

    KyoJoong Oh, Ho-Jin Choi, Kim, Jinwon, Cha, Wonsoek, Lim, Kyungmin
    IEEE International Conference on Big Data and Smart Computing (BigComp)
    2022

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  • 강인한 조작을 위한 장면 그래프 기반 반응적 작업 계획법

    RAKHMAN ULZHALGAS, 유재훈, 김예승, 황덕민, 홍승훈, 박대형
    제 17회 한국로봇종합학술대회(KRoC 2022)
    2022

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  • 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

  • 2021

  • An experimental study to understand user experience and perception bias occurred by fact-checking messages

    Park, Sungkyu, Park, Jaimie Yejean, Chin,Hyojin, Kang, Jeong-han, Meeyoung Cha
    2021 World Wide Web Conference, WWW 2021
    2021

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  • DGC: Dynamic Group Behavior Modeling that utilizes Context Information for Group Recommendation

    Hyunji Jeong, Kwang Hee Lee, Myoung Ho Kim
    KNOWLEDGE-BASED SYSTEMS
    2021

  • I/O Efficient Structural Clustering and Maintenance of Clusters for Large-scale Graphs

    Junghyuk Seo, Myoung Ho Kim
    EXPERT SYSTEMS WITH APPLICATIONS
    2021

  • Real-Time Sphere Sweeping Stereo From Multiview Fisheye Images

    Andreas Meuleman, Hyeonjoong Jang, Daniel Jeon, Min H. Kim
    Computer Vision and Pattern Recognition (CVPR) 2021
    2021

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  • Single-shot Hyperspectral-Depth Imaging with Learned Diffractive Optics

    Seung-Hwan Baek, Ikoma, Hayato, Daniel Jeon, Li, Yuqi, Heidrich, Wolfgang, Wetzstein, Gordon, Min H. Kim
    International Conference on Computer Vision (ICCV)
    2021

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  • TAP: A Transformer based Activity Prediction Exploiting Temporal Relations in Collaborative Tasks

    Kim, Hyunju, Dongman Lee
    19th IEEE International Conference on Pervasive Computing and Communications (IEEE PerCom)
    2021

  • 뉴스 요약문을 기반으로 한 가짜 뉴스 탐지

    변지예, 이승언, Singh, Karandeep, 차미영
    한국정보과학회 KCC 2021
    2021

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  • 2020

  • Active 6D Multi-Object Pose Estimation in Cluttered Scenarios with Deep Reinforcement Learning

    Sock, Juil, Kim Tae Kyun, Garcia-Hernando, Guillermo
    IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)
    2020

  • Case Study Investigation of the Fault Detection and Error Locating Effects of Architecture-based Software Testing

    Lee, Jihyun, Sungwon Kang
    INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING
    2020

  • Crowdsourcing in the Development of a Multilingual FrameNet: A Case Study of Korean FrameNet

    Young Gyun Hahm, Noh, Y, Han, Jiyoon, Oh, Taehwan, Choi, Hyonsu, Kim, Hansaem, Key-Sun CHOI
    12th Edition of its Language Resources and Evaluation Conference (LREC 2020)
    2020

  • Evaluating Surprise Adequacy for Question Answering

    Seah Kim, Shin Yoo
    42nd IEEE/ACM International Conference on Software Engineering Workshops, ICSEW 2020
    2020

  • Measuring Generalisation to Unseen Viewpoints, Articulations, Shapes and Objects for 3D Hand Pose Estimation under Hand-Object Interaction

    Armagan, Anil, Garcia-Hernando, Guillermo, Baek, Seungryul, Kim Tae Kyun
    16th European Conference on Computer Vision, ECCV 2020
    2020

  • Residual Neural Processes

    Lee, Byung-Jun, seunghoon.hong, Kee-Eung Kim
    34th AAAI Conference on Artificial Intelligence (AAAI 2020)
    2020

  • TRAP: Two-level Regularized Autoencoder-based Embedding for Power-law Distributed Data

    Park. D, Song, H, 김민석, Lee Jae-Gil
    29th International World Wide Web Conference, WWW 2020
    2020

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