Researcher Page

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Yun, Seyoung (윤세영)
부교수, (김재철AI대학원)
Research Area
Machine Learning, Statistical inference, artificial intelligence
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    NO Title, Author(s) (Publication Title, Volume Issue, Page, Issue Date)
    1
    Accelerated MM Algorithms for Ranking Scores Inference from Comparison Data

    Vojnovic, Milan; Yun, Seyoungresearcher; Zhou, Kaifang, OPERATIONS RESEARCH, v.71, no.4, pp.1318 - 1342, 2023-07

    2
    The StarCraft Multi-Agent Exploration Challenges: Learning Multi-Stage Tasks and Environmental Factors Without Precise Reward Functions

    Kim, Mingyu; Oh, Jihwan; Lee, Yongsik; et al, IEEE ACCESS, v.11, pp.37854 - 37868, 2023

    3
    Meta-Learning Amidst Heterogeneity and Ambiguity

    Go, Kyeongryeol; Kim, Mingyu; Yun, Seyoungresearcher, IEEE ACCESS, v.11, pp.1578 - 1592, 2023

    4
    Interpretable Deep Learning Model for Analyzing the Relationship between the Electronic Structure and Chemisorption Property

    Hong, Doosun; Oh, Jaehoon; Bang, Kihoon; et al, JOURNAL OF PHYSICAL CHEMISTRY LETTERS, v.13, no.37, pp.8628 - 8634, 2022-09

    5
    Revisiting Orthogonality Regularization: A Study for Convolutional Neural Networks in Image Classification

    Kim, Taehyeon; Yun, Se-Youngresearcher, IEEE ACCESS, v.10, pp.69741 - 69749, 2022

    6
    Calibration of Few-Shot Classification Tasks: Mitigating Misconfidence From Distribution Mismatch

    Kim, Sungnyun; YUN, SE-YOUNGresearcher, IEEE ACCESS, v.10, pp.53894 - 53908, 2022

    7
    A Test Score-Based Approach to Stochastic Submodular Optimization

    Shreyas, Sekar; Milan, Vojnovic; Yun, Seyoungresearcher, MANAGEMENT SCIENCE, v.67, no.2, pp.1075 - 1092, 2021-02

    8
    CLUSTERING IN BLOCK MARKOV CHAINS

    Sanders, Jaron; Proutiere, Alexandre; Yun, Se-Youngresearcher, ANNALS OF STATISTICS, v.48, no.6, pp.3488 - 3512, 2020-12

    9
    Reinforcement with Fading Memories

    Xu, Kuang; Yun, Se-Youngresearcher, MATHEMATICS OF OPERATIONS RESEARCH, v.45, no.4, pp.1258 - 1288, 2020-11

    10
    Game Theoretic Perspective of Optimal CSMA

    Jang, Hyeryung; Yun, Seyoungresearcher; Shin, Jinwooresearcher; et al, IEEE TRANSACTIONS ON WIRELESS COMMUNICATIONS, v.17, no.1, pp.194 - 209, 2018-01

    11
    Delay Optimal CSMA With Linear Virtual Channels Under a General Topology

    Yun, Dong Gyu; Lee, Dongmyung; Yun, Se-Youngresearcher; et al, IEEE-ACM TRANSACTIONS ON NETWORKING, v.24, no.5, pp.2879 - 2889, 2016-10

    12
    Distributed Medium Access Over Time-Varying Channels

    Yun, Se-Youngresearcher; Shin, Jinwooresearcher; Yi, Yungresearcher, IEEE-ACM TRANSACTIONS ON NETWORKING, v.24, no.5, pp.3000 - 3013, 2016-10

    13
    CSMA Using the Bethe Approximation: Scheduling and Utility Maximization

    Yun, Se-Youngresearcher; Shin, Jinwooresearcher; Yi, Yungresearcher, IEEE TRANSACTIONS ON INFORMATION THEORY, v.61, no.9, pp.4776 - 4787, 2015-09

    14
    The Economic Effects of Sharing Femtocells

    Yun, Se-Youngresearcher; Yi, Yungresearcher; Cho, Dong-Horesearcher; et al, IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS, v.30, no.3, pp.595 - 606, 2012-04

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