PPaperPicks

Won Hwa Kim

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

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Venues

MICCAI ×14ICLR ×3ICML ×2NeurIPS ×2AAAI ×1CVPR ×1WACV ×1

Frequent coauthors

Guorong Wu
×13
Jaeyoon Sim
×8
Hyuna Cho
×5
Tingting Dan
×4
Soojin Hwang
×3
Joonhyuk Park
×3
Donghyun Lee
×3
Minjae Jeong
×3
Yechan Hwang
×3
Sungyoon Jung
×3
Yujee Song
×3
Hayoung Ahn
×2

Papers

  1. HiMix : Hierarchical Visual-Textual Mixing Network for Lesion Segmentation
    WACV 2026 ·
    Soojin Hwang
    ,
    Jaeyoon Sim
    , Won Hwa Kim
  2. Adaptive Adversarial Data Augmentation with Trajectory Constraint for Alzheimer's Disease Conversion Prediction
    MICCAI 2025 ·
    Hyuna Cho
    ,
    Hayoung Ahn
    ,
    Guorong Wu
    , Won Hwa Kim
  3. Conditional Diffusion with Ordinal Regression: Longitudinal Data Generation for Neurodegenerative Disease Studies
    ICLR 2025 ·
    Hyuna Cho
    ,
    Ziquan Wei
    ,
    Seungjoo Lee
    ,
    Tingting Dan
    ,
    Guorong Wu
    , Won Hwa Kim
  4. Conditional Graph Diffusion with Topological Constraints for Brain Network Generation
    MICCAI 2025 ·
    Joonhyuk Park
    ,
    Donghyun Lee
    ,
    Guorong Wu
    , Won Hwa Kim
  5. DISCLOSE the Neurodegeneration Dynamics: Individualized ODE Discovery for Alzheimer's Disease Precision Medicine
    MICCAI 2025 ·
    Wooseok Jung
    ,
    Joonhyuk Park
    , Won Hwa Kim
  6. Explore In-Context Message Passing Operator for Graph Neural Networks in A Mean Field Game
    NeurIPS 2025 ·
    Tingting Dan
    ,
    Xinwei Huang
    , Won Hwa Kim,
    Guorong Wu
  7. HGM³: Hierarchical Generative Masked Motion Modeling with Hard Token Mining
    ICLR 2025 ·
    Minjae Jeong
    ,
    Yechan Hwang
    ,
    Jaejin Lee
    ,
    Sungyoon Jung
    , Won Hwa Kim
  8. Improved Tumor Segmentation Using Selective Synthetic Augmentation for Enhanced Surgical Planning in Breast MRI
    MICCAI 2025 ·
    Miguel Luna
    ,
    John Baek
    , Won Hwa Kim,
    Wan Gyu Son
    ,
    Kwang Min Lee
    ,
    Hye Jung Kim
    ,
    Jaeil Kim
  9. Improving Sound Source Localization with Joint Slot Attention on Image and Audio
    CVPR 2025 ·
    Inho Kim
    ,
    Youngkil Song
    ,
    Jicheol Park
    , Won Hwa Kim,
    Suha Kwak
  10. MNM: Multi-level Neuroimaging Meta-analysis with Hyperbolic Brain-Text Representations
    MICCAI 2025 ·
    Seunghun Baek
    ,
    Jaejin Lee
    ,
    Jaeyoon Sim
    ,
    Minjae Jeong
    , Won Hwa Kim
  11. MindLink: Subject-Agnostic Cross-Subject Brain Decoding Framework
    MICCAI 2025 ·
    Sungyoon Jung
    ,
    Donghyun Lee
    , Won Hwa Kim
  12. REMix: Refinement-Enhanced Visual-Textual Mixing for Lesion Segmentation
    MICCAI 2025 ·
    Soojin Hwang
    ,
    Jaeyoon Sim
    , Won Hwa Kim
  13. Spectral Graph Autoregressive Modeling for Conditional Brain Network Augmentation
    MICCAI 2025 ·
    Hayoung Ahn
    ,
    Seungjoo Lee
    ,
    Jaeyoon Sim
    ,
    Yechan Hwang
    ,
    Hyuna Cho
    ,
    Guorong Wu
    , Won Hwa Kim
  14. Topology-aware Graph Diffusion Model with Persistent Homology
    NeurIPS 2025 ·
    Joonhyuk Park
    ,
    Donghyun Lee
    ,
    Yujee Song
    ,
    Guorong Wu
    , Won Hwa Kim
  15. Decoupled Marked Temporal Point Process using Neural Ordinary Differential Equations
    ICLR 2024 ·
    Yujee Song
    ,
    Donghyun Lee
    ,
    Rui Meng
    , Won Hwa Kim
  16. Exploring the Enigma of Neural Dynamics Through A Scattering-Transform Mixer Landscape for Riemannian Manifold
    ICML 2024 ·
    Tingting Dan
    ,
    Ziquan Wei
    , Won Hwa Kim,
    Guorong Wu
  17. Gene-to-Image: Decoding Brain Images from Genetics via Latent Diffusion Models
    MICCAI 2024 ·
    Sooyeon Jeon
    ,
    Yujee Song
    , Won Hwa Kim
  18. Learning to Approximate Adaptive Kernel Convolution on Graphs
    AAAI 2024 ·
    Jaeyoon Sim
    ,
    Sooyeon Jeon
    ,
    Injun Choi
    ,
    Guorong Wu
    , Won Hwa Kim
  19. Multi-modal Graph Neural Network with Transformer-Guided Adaptive Diffusion for Preclinical Alzheimer Classification
    MICCAI 2024 ·
    Jaeyoon Sim
    ,
    Minjae Lee
    ,
    Guorong Wu
    , Won Hwa Kim
  20. Multi-order Simplex-Based Graph Neural Network for Brain Network Analysis
    MICCAI 2024 ·
    Yechan Hwang
    ,
    Soojin Hwang
    ,
    Guorong Wu
    , Won Hwa Kim
  21. Neurodegenerative Brain Network Classification via Adaptive Diffusion with Temporal Regularization
    ICML 2024 ·
    Hyuna Cho
    ,
    Jaeyoon Sim
    ,
    Guorong Wu
    , Won Hwa Kim
  22. OCL: Ordinal Contrastive Learning for Imputating Features with Progressive Labels
    MICCAI 2024 ·
    Seunghun Baek
    ,
    Jaeyoon Sim
    ,
    Guorong Wu
    , Won Hwa Kim
  23. Uncertainty-Aware Diffusion-Based Adversarial Attack for Realistic Colonoscopy Image Synthesis
    MICCAI 2024 ·
    Minjae Jeong
    ,
    Hyuna Cho
    ,
    Sungyoon Jung
    , Won Hwa Kim
  24. Uncovering Cortical Pathways of Prion-Like Pathology Spreading in Alzheimer's Disease by Neural Optimal Mass Transport
    MICCAI 2024 ·
    Yanquan Huang
    ,
    Tingting Dan
    , Won Hwa Kim,
    Guorong Wu