KAIST - COMPUTER SCIENCE

  • korea
  • search
  • login

Directions

 
AI is Computing Theory

Not only statistics and mathematical analytics, but computational theories, such as software engineering and programming languages, serve as an essential foundation in developing more accurate, convenient, secure, equitable, and explainable AI. In addition, the development of computational theories and techniques using AI technology is actively progressing.

  • 2021

  • A Generalization of Hierarchical Exchangeability on Trees to Directed Acyclic Graphs

    Jung, Paul Heajoon, Lee, Jiho, Sam Staton, Hongseok Yang
    Annales Henri Lebesgue
    2021

  • 이미지 분할과 관심 영역 맵 기반 색상 스키마 추출

    김수지, 최성희
    정보과학회논문지
    2021

  • 2020

  • Adaptive Kernel Inference for Dense and Sharp Occupancy Grids

    YOUNGSUN KWON, Moon, BoChang, Sung-Eui Yoon
    2020 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS 2020)
    2020

    []

  • Revisit Prediction by Deep Survival Analysis

    Kim, Sundong, Song, H, Sejin Kim, Kim, Beomyoung, Lee Jae-Gil
    24th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2020
    2020

  • 2019

  • Bayesian Optimistic Kullback-Leibler Exploration

    Kang Hoon Lee, Geonhyeong Kim, Ortega, Pedro, Lee, Daniel D., Kee-Eung Kim
    MACHINE LEARNING
    2019

  • 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

  • Foreword: special issue for the journal track of the 8th Asian conference on machine learning (ACML 2016)

    Durrant, RJ, Kee-Eung Kim, Holmes, G, Marsland, S, Sugiyama, M, Zhou, ZH
    Machine Learning
    2017

    []

  • Search-Based Approaches for Software Module Clustering Based on Multiple Relationship Factors

    Jimin Hwa, Shin Yoo, 서영석, Doo-Hwan Bae
    INTERNATIONAL JOURNAL OF SOFTWARE ENGINEERING AND KNOWLEDGE ENGINEERING
    2017

    []

  • 2016

  • Power of Earned Advertising on SNS: A Case Study of Friend Tagging on Facebook

    JAIMIE YEJEAN PARK, 손윤규, Sue Moon
    International AAAI Conference on Web and Social Media (ICWSM 2016)
    2016

    []

  • 2015

  • Hierarchical Bayesian Inverse Reinforcement Learning

    Choi Jaedeug, Kee-Eung Kim
    IEEE TRANSACTIONS ON CYBERNETICS
    2015

    [] []

  • 2014

  • A Fast Approximation for Influence Maximization in Large Social Networks

    Jongryul Lee, Chin-Wan Chung
    International World Wide Web Conference(WWW)
    2014

    []

  • Finding k-Highest Betweenness Centrality Vertices in Graphs

    Minjoong Lee, Chin-Wan Chung
    International World Wide Web Conference(WWW)
    2014

    []

  • Link Prediction Based on Generalized Cluster Information

    Kim, Jungeun, Choy, Minsoo, Kim, Daehoon, U Kang
    International World Wide Web Conference(WWW)
    2014

    []

  • 2012

  • Exploiting symmetries for single- and multi-agent Partially Observable Stochastic Domains

    Byung Kon Kang, Kee-Eung Kim
    Artificial Intelligence
    2012

    [] []

  • Identifying Helpful Reviews Based on Customer’s Mentions about Experiences

    Hye-Jin Min, Jong C. Park
    EXPERT SYSTEMS WITH APPLICATIONS
    2012

    [] []

  • 2011

  • Clustering Very Large Multi-dimensional Datasets with MapReduce.

    Robson L. F. Cordeiro, Caetano Traina Jr., Agma J. M. Traina, Julio L?ez, U Kang, Christos Faloutsos
    ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)
    2011

    [] []

  • 2010

  • Colorization for Image Super Resolution

    Shuaicheng Liu, Michael S. Brown, Seon Joo Kim, 유윙타이
    11th European Conference on Computer Vision (ECCV 2010)
    2010

    [] []

  • Electrophotographic Printer Identification by Halftone Texture Analysis

    Seung Jin Ryu, Hae-Yeoun Lee, Dong-Hyuck Im, JungHo Choi, Heung-Kyu LEE
    IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2010)
    2010

    [] []

  • Generating Domain-specific Clues using News Corpus for Sentiment Classification

    Youngho Kim, Yoon Jung Choi, Sung-Hyon Myaeng
    4th International AAAI Conference on Weblogs and Social Media(ICWSM 2010)
    2010

    [] []

  • 2009

  • Color Extended Visual Cryptography Using Error Diffusion

    In Koo Kang, Heung-Kyu LEE, Gozalo Arce
    IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2009)
    2009

    []

1