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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.

  • 2021

  • 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

  • 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

  • Ultrafast Local Outlier Detection from a Data Stream with Stationary Region Skipping

    윤수식, Lee Jae-Gil, Lee, Byung Suk
    26th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD 2020
    2020

  • Unsupervised Learning of Optical Flow with Deep Feature Similarity

    Woobin Im, Kim Tae Kyun, Sung-Eui Yoon
    European Conference on Computer Vision (ECCV)
    2020

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  • Utilizing adjacency of colleagues and type correlations for enhanced link prediction

    Hyunji Jeong, Myoung Ho Kim
    DATA & KNOWLEDGE ENGINEERING
    2020

  • Variational Interaction Information Maximization for Cross-domain Disentanglement

    Hwang, Hyeongjoo, Kim, Geon-Hyeong, seunghoon.hong, Kee-Eung Kim
    Thirty-fourth Conference on Neural Information Processing Systems (NeurIPS 2020)
    2020

  • 2019

  • HGGC: A hybrid group recommendation model considering group cohesion

    Hyunji Jeong, Myoung Ho Kim
    EXPERT SYSTEMS WITH APPLICATIONS
    2019

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  • Harmonious Sampling for Mobile Manipulation Planning

    Mincheul Kang, Donghyuk Kim, Sung-Eui Yoon
    2019 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2019)
    2019

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  • Hyperlink Classification via Structured Graph Embedding

    Lee, Geon, Kang, Seonggoo, Whang Joyce Jiyoung
    42nd Annual International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)
    2019

  • 2017

  • A System to Analyze Group Socializing Behaviors in Social Parties

    Hyukjae Jang, 조성원, Gunkel, SNB, Seungwoo Kang, Junehwa Song
    IEEE Transactions on Human-Machine Systems
    2017

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  • Real-Time Scheduling for Preventing Information Leakage with Preemption Overheads

    백형부, 이진규, 이재원, 김평, Kang, Brent Byunghoon
    Advances in Electrical and Computer Engineering
    2017

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  • 2016

  • An Enhanced Rule-Based Web Scanner Based on Similarity Score

    MinSoo Lee, 이연호, Hyunsoo Yoon
    ADVANCES IN ELECTRICAL AND COMPUTER ENGINEERING
    2016

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  • An efficient top-k query processing framework in mobile sensor networks

    Hee Jung Yang, Chin-Wan Chung, Myoung Ho Kim
    DATA & KNOWLEDGE ENGINEERING
    2016

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