$$ \newcommand{\floor}[1]{\left\lfloor #1 \right\rfloor} \newcommand{\ceil}[1]{\left\lceil #1 \right\rceil} \newcommand{\N}{\mathbb{N}} \newcommand{\R}{\mathbb{R}} \newcommand{\Z}{\mathbb{Z}} \newcommand{\Q}{\mathbb{Q}} \newcommand{\C}{\mathbb{C}} \renewcommand{\L}{\mathcal{L}} \newcommand{\x}{\times} \newcommand{\contra}{\scalebox{1.5}{$\lightning$}} \newcommand{\inner}[2]{\left\langle #1 , #2 \right\rangle} \newcommand{\st}{\text{ such that }} \newcommand{\for}{\text{ for }} \newcommand{\Setcond}[2]{ \left\{\, #1 \mid #2 \, \right\}} \newcommand{\setcond}[2]{\Setcond{#1}{#2}} \newcommand{\seq}[1]{ \left\langle #1 \right\rangle} \newcommand{\Set}[1]{ \left\{ #1 \right\}} \newcommand{\set}[1]{ \Set{#1} } \newcommand{\sgn}{\text{sign}} \newcommand{\halfline}{\vspace{0.5em}} \newcommand{\diag}{\text{diag}} \newcommand{\legn}[2]{\left(\frac{#1}{#2}\right)} \newcommand{\ord}{\text{ord}} \newcommand{\di}{\mathrel{|}} \newcommand{\gen}[1] \newcommand{\irr}{\mathrm{irr }} \renewcommand{\deg}{\mathrm{deg }} \newcommand{\nsgeq}{\trianglelefteq} \newcommand{\nsg}{\triangleleft} \newcommand{\argmin}{\mathrm{argmin}} \newcommand{\argmax}{\mathrm{argmax}} \newcommand{\minimize}{\mathrm{minimize}} \newcommand{\maximize}{\mathrm{maximize}} \newcommand{\subto}{\mathrm{subject\ to}} \newcommand{\DKL}[2]{D_{\mathrm{KL}}\left(#1 \di\di #2\right)} \newcommand{\ReLU}{\mathrm{ReLU}} \newcommand{\E}{\mathsf{E}} \newcommand{\V}{\mathsf{Var}} \newcommand{\Corr}{\mathsf{Corr}} \newcommand{\Cov}{\mathsf{Cov}} \newcommand{\covariance}[1]{\Cov\left(#1\right)} \newcommand{\variance}[1]{\V\left[#1\right]} \newcommand{\variancewith}[1]{\V\left[#1\right]} \newcommand{\expect}[1]{\E\left[#1\right]} \newcommand{\expectwith}[2]{\E_{#1}\left[#2\right]} \renewcommand{\P}{\mathsf{P}} \newcommand{\uniform}[2]{\mathrm{Uniform}\left(#1 \dots #2\right)} \newcommand{\gdist}[2]{\mathcal{N}\left(#1, #2\right)} \DeclarePairedDelimiter{\norm}{\lVert}{\rVert} $$ \everymath{\displaystyle}

Publications

Publications by categories in reversed chronological order. generated by jekyll-scholar. Some names contain link to their webpages.

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  • 2023

    1. iScience
      Supervised chemical graph mining improves drug-induced liver injury prediction
      Sangsoo Lim, Youngkuk Kim, Jeonghyeon Gu, Sunho Lee, Wonseok Shin, and Sun Kim
      iScience 2023

    2022

    1. Journal of KIISE
      ๋ถ€๋ถ„ ๊ทธ๋ž˜ํ”„ ๋งค์นญ ๋ฌธ์ œ๋ฅผ ์œ„ํ•œ ์ƒˆ๋กœ์šด ๋™์  ๋งค์นญ ์ˆœ์„œ์™€ ์„ฑ๋Šฅ ๋น„๊ต
      Seunghwan Min, Wonseok Shin, Chaewon Kim, and Kunsoo Park
      ์ •๋ณด๊ณผํ•™ํšŒ๋…ผ๋ฌธ์ง€ 2022
  • 2021

    1. KCC 2021
      ๋ถ€๋ถ„ ๊ทธ๋ž˜ํ”„ ๋งค์นญ ๋ฌธ์ œ๋ฅผ ์œ„ํ•œ ํ–ฅ์ƒ๋œ ๋™์  ๋งค์นญ ์ˆœ์„œ
      Seunghwan Min, Wonseok Shin, Chaewon Kim, and Kunsoo Park
      ํ•œ๊ตญ์ •๋ณด๊ณผํ•™ํšŒ ํ•™์ˆ ๋ฐœํ‘œ๋…ผ๋ฌธ์ง‘ 2021
  • 2022

    1. Under Review
      Triangular Contrastive Learning on Molecular Graphs
      MinGyu Choi, Wonseok Shin, Yijingxiu Lu, and Sun Kim
      Under review. 2022
    2. Under Review
      Label Similarity Aware Contrastive Learning
      MinGyu Choi, Soona Hong, Wonseok Shin, Yijingxiu Lu, and Sun Kim
      Under review. 2022