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Dongwoo Kim

12 papers at tracked venues · 9 at CORE A* · active 2024–2026

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Venues

AAAI ×2EMNLP ×2ICLR ×2ICML ×2IJCAI ×1NeurIPS ×1S&P ×1SIGKDD ×1

Frequent coauthors

Jungseul Ok
×5
Jaeseung Heo
×4
Moonjeong Park
×4
Seunghyuk Cho
×3
Seungbeom Lee
×3
Youngbin Choi
×2
Sungsoo Ahn
×2
Minjong Lee
×1
Yesong Ko
×1
Suyeon Kim
×1
SeongKu Kang
×1
Hwanjo Yu
×1

Papers

  1. Posterior Label Smoothing for Node Classification
    AAAI 2026 ·
    Jaeseung Heo
    ,
    MoonJeong Park
    , Dongwoo Kim
  2. CoPL: Collaborative Preference Learning for Personalizing LLMs
    EMNLP 2025 ·
    Youngbin Choi
    ,
    Seunghyuk Cho
    ,
    Minjong Lee
    ,
    MoonJeong Park
    ,
    Yesong Ko
    ,
    Jungseul Ok
    , Dongwoo Kim
  3. Delving into Instance-Dependent Label Noise in Graph Data: A Comprehensive Study and Benchmark
    SIGKDD 2025 ·
    Suyeon Kim
    ,
    SeongKu Kang
    , Dongwoo Kim,
    Jungseul Ok
    ,
    Hwanjo Yu
  4. Enhancing Ligand Validity and Affinity in Structure-Based Drug Design with Multi-Reward Optimization
    ICML 2025 ·
    Seungbeom Lee
    ,
    Munsun Jo
    ,
    Jungseul Ok
    , Dongwoo Kim
  5. GeoDANO: Geometric VLM with Domain Agnostic Vision Encoder
    EMNLP 2025 ·
    Seunghyuk Cho
    ,
    Zhenyue Qin
    ,
    Yang Liu
    ,
    Youngbin Choi
    ,
    Seungbeom Lee
    , Dongwoo Kim
  6. Influence Functions for Edge Edits in Non-Convex Graph Neural Networks
    NeurIPS 2025 ·
    Jaeseung Heo
    ,
    Kyeongheung Yun
    ,
    Seokwon Yoon
    ,
    MoonJeong Park
    ,
    Jungseul Ok
    , Dongwoo Kim
  7. Towards Bridging Generalization and Expressivity of Graph Neural Networks
    ICLR 2025 ·
    Shouheng Li
    ,
    Floris Geerts
    , Dongwoo Kim,
    Qing Wang
  8. EPIC: Graph Augmentation with Edit Path Interpolation via Learnable Cost
    IJCAI 2024 ·
    Jaeseung Heo
    ,
    Seungbeom Lee
    ,
    Sungsoo Ahn
    , Dongwoo Kim
  9. Feature Unlearning for Pre-trained GANs and VAEs
    AAAI 2024 ·
    Saemi Moon
    ,
    Seunghyuk Cho
    , Dongwoo Kim
  10. Few-shot Unlearning
    S&P 2024 ·
    Youngsik Yoon
    ,
    Jinhwan Nam
    ,
    Hyojeong Yun
    ,
    Jaeho Lee
    , Dongwoo Kim,
    Jungseul Ok
  11. Graph Generation with K2-trees
    ICLR 2024 ·
    Yunhui Jang
    , Dongwoo Kim,
    Sungsoo Ahn
  12. Mitigating Oversmoothing Through Reverse Process of GNNs for Heterophilic Graphs
    ICML 2024 ·
    Moonjeong Park
    ,
    Jaeseung Heo
    , Dongwoo Kim