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Hyeonah Kim

7 papers at tracked venues · 6 at CORE A* · active 2024–2025

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Venues

ICML ×3AAAI ×1AISTATS ×1NeurIPS ×1SIGKDD ×1

Frequent coauthors

Jinkyoo Park
×7
Minsu Kim
×6
Sanghyeok Choi
×6
Jiwoo Son
×4
Changhyun Kwon
×2
Sungsoo Ahn
×2
Yoshua Bengio
×1
Taeyoung Yun
×1
Emmanuel Bengio
×1
Alex Hernández-García
×1
Federico Berto
×1
Chuanbo Hua
×1

Papers

  1. Ant Colony Sampling with GFlowNets for Combinatorial Optimization
    AISTATS 2025 ·
    Minsu Kim
    ,
    Sanghyeok Choi
    , Hyeonah Kim,
    Jiwoo Son
    ,
    Jinkyoo Park
    ,
    Yoshua Bengio
  2. Improved Off-policy Reinforcement Learning in Biological Sequence Design
    ICML 2025 · Hyeonah Kim,
    Minsu Kim
    ,
    Taeyoung Yun
    ,
    Sanghyeok Choi
    ,
    Emmanuel Bengio
    ,
    Alex Hernández-García
    ,
    Jinkyoo Park
  3. Neural Genetic Search in Discrete Spaces
    ICML 2025 · Hyeonah Kim,
    Sanghyeok Choi
    ,
    Jiwoo Son
    ,
    Jinkyoo Park
    ,
    Changhyun Kwon
  4. RL4CO: An Extensive Reinforcement Learning for Combinatorial Optimization Benchmark
    SIGKDD 2025 ·
    Federico Berto
    ,
    Chuanbo Hua
    ,
    Junyoung Park
    ,
    Laurin Luttmann
    ,
    Yining Ma
    ,
    Fanchen Bu
    ,
    Jiarui Wang
    ,
    Haoran Ye
    ,
    Minsu Kim
    ,
    Sanghyeok Choi
    ,
    Nayeli Gast Zepeda
    ,
    André Hottung
    ,
    Jianan Zhou
    ,
    Jieyi Bi
    ,
    Yu Hu
    ,
    Fei Liu
    , Hyeonah Kim,
    Jiwoo Son
    ,
    Haeyeon Kim
    ,
    Davide Angioni
    ,
    Wouter Kool
    ,
    Zhiguang Cao
    ,
    Qingfu Zhang
    ,
    Joungho Kim
    ,
    Jie Zhang
    ,
    Kijung Shin
    ,
    Cathy Wu
    ,
    Sungsoo Ahn
    ,
    Guojie Song
    ,
    Changhyun Kwon
    ,
    Kevin Tierney
    ,
    Lin Xie
    ,
    Jinkyoo Park
  5. Equity-Transformer: Solving NP-Hard Min-Max Routing Problems as Sequential Generation with Equity Context
    AAAI 2024 ·
    Jiwoo Son
    ,
    Minsu Kim
    ,
    Sanghyeok Choi
    , Hyeonah Kim,
    Jinkyoo Park
  6. Genetic-guided GFlowNets for Sample Efficient Molecular Optimization
    NeurIPS 2024 · Hyeonah Kim,
    Minsu Kim
    ,
    Sanghyeok Choi
    ,
    Jinkyoo Park
  7. Symmetric Replay Training: Enhancing Sample Efficiency in Deep Reinforcement Learning for Combinatorial Optimization
    ICML 2024 · Hyeonah Kim,
    Minsu Kim
    ,
    Sungsoo Ahn
    ,
    Jinkyoo Park