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Suhyun Kim

12 papers at tracked venues · 12 at CORE A* · active 2024–2025

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Venues

AAAI ×4ICCV ×2ICML ×2NeurIPS ×2ACL ×1CVPR ×1

Frequent coauthors

Mincheol Park
×5
Won Woo Ro
×5
Cheonjun Park
×4
Hyunsoo Kim
×2
Wonjun Lee
×2
Sangyoon Yu
×2
Ashkan Yousefpour
×2
Haon Park
×2
Bumsub Ham
×2
Yuna Park
×2
Hyunchan Moon
×2
Myung Kuk Yoon
×2

Papers

  1. Adversarial Purification via Super-Resolution and Diffusion
    ICCV 2025 ·
    Mincheol Park
    ,
    Cheonjun Park
    ,
    Seungseop Lim
    ,
    Mijin Koo
    ,
    Hyunwuk Lee
    ,
    Won Woo Ro
    , Suhyun Kim
  2. Convergence Analysis of Federated Learning Methods Using Backward Error Analysis
    AAAI 2025 ·
    Jinwoo Lim
    , Suhyun Kim,
    Soo-Mook Moon
  3. Difference Inversion: Interpolate and Isolate the Difference with Token Consistency for Image Analogy Generation
    CVPR 2025 ·
    Hyunsoo Kim
    ,
    Donghyun Kim
    , Suhyun Kim
  4. ELITE: Enhanced Language-Image Toxicity Evaluation for Safety
    ICML 2025 ·
    Wonjun Lee
    ,
    Doehyeon Lee
    ,
    Eugene Choi
    ,
    Sangyoon Yu
    ,
    Ashkan Yousefpour
    ,
    Haon Park
    ,
    Bumsub Ham
    , Suhyun Kim
  5. Maximizing the Position Embedding for Vision Transformers with Global Average Pooling
    AAAI 2025 ·
    Wonjun Lee
    ,
    Bumsub Ham
    , Suhyun Kim
  6. One-Shot is Enough: Consolidating Multi-Turn Attacks into Efficient Single-Turn Prompts for LLMs
    ACL 2025 ·
    Junwoo Ha
    ,
    Hyunjun Kim
    ,
    Sangyoon Yu
    ,
    Haon Park
    ,
    Ashkan Yousefpour
    ,
    Yuna Park
    , Suhyun Kim
  7. Rethinking Entropy in Test-Time Adaptation: The Missing Piece from Energy Duality
    NeurIPS 2025 ·
    Mincheol Park
    ,
    Heeji Won
    ,
    Won Woo Ro
    , Suhyun Kim
  8. WINS: Winograd Structured Pruning for Fast Winograd Convolution
    ICCV 2025 ·
    Cheonjun Park
    ,
    Hyun Jae Oh
    ,
    Mincheol Park
    ,
    Hyunchan Moon
    ,
    Minsik Kim
    , Suhyun Kim,
    Myung Kuk Yoon
    ,
    Won Woo Ro
  9. When Model Knowledge meets Diffusion Model: Diffusion-assisted Data-free Image Synthesis with Alignment of Domain and Class
    ICML 2025 ·
    Yujin Kim
    ,
    Hyunsoo Kim
    ,
    Hyunwoo J. Kim
    , Suhyun Kim
  10. Catch-Up Mix: Catch-Up Class for Struggling Filters in CNN
    AAAI 2024 ·
    Minsoo Kang
    ,
    Minkoo Kang
    , Suhyun Kim
  11. DEPrune: Depth-wise Separable Convolution Pruning for Maximizing GPU Parallelism
    NeurIPS 2024 ·
    Cheonjun Park
    ,
    Mincheol Park
    ,
    Hyunchan Moon
    ,
    Myung Kuk Yoon
    ,
    Seokjin Go
    , Suhyun Kim,
    Won Woo Ro
  12. REPrune: Channel Pruning via Kernel Representative Selection
    AAAI 2024 ·
    Mincheol Park
    ,
    Dongjin Kim
    ,
    Cheonjun Park
    ,
    Yuna Park
    ,
    Gyeong Eun Gong
    ,
    Won Woo Ro
    , Suhyun Kim