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Xinyi Wang

11 papers at tracked venues · 6 at CORE A* · active 2024–2026

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Venues

CIKM ×2ICLR ×2ICML ×2AAAI ×1ECML-PKDD ×1SDM ×1UAI ×1WWW ×1

Frequent coauthors

Zhiyu Zhu
×11
Zhibo Jin
×11
Huaming Chen
×11
Jiayu Zhang
×10
Kim-Kwang Raymond Choo
×3
Minhui Xue
×3
Dong Yuan
×2
Flora D. Salim
×2
Jun Shen
×2
Silin Liao
×1
Teng Joon Lim
×1
Jianlong Zhou
×1

Papers

  1. K&L: Penetrating Backdoor Defense with Key and Locks
    WWW 2026 · Xinyi Wang,
    Jiayu Zhang
    ,
    Zhiyu Zhu
    ,
    Zhibo Jin
    ,
    Dong Yuan
    ,
    Huaming Chen
  2. Improving Adversarial Transferability via Decision Boundary Adaptation
    UAI 2025 ·
    Jiayu Zhang
    ,
    Zhiyu Zhu
    ,
    Zhibo Jin
    , Xinyi Wang,
    Huaming Chen
    ,
    Kim-Kwang Raymond Choo
  3. PAR-AdvGAN: Improving Adversarial Attack Capability with Progressive Auto-regression AdvGAN
    ECML-PKDD 2025 ·
    Jiayu Zhang
    ,
    Zhiyu Zhu
    , Xinyi Wang,
    Silin Liao
    ,
    Zhibo Jin
    ,
    Flora Salim
    ,
    Huaming Chen
  4. Rethinking Lipschitzness Data-free Backdoor Defense
    CIKM 2025 · Xinyi Wang,
    Zhiyu Zhu
    ,
    Zhibo Jin
    ,
    Huaming Chen
    ,
    Teng Joon Lim
  5. Splitting & Integrating: Out-of-Distribution Detection via Adversarial Gradient Attribution
    ICML 2025 ·
    Jiayu Zhang
    , Xinyi Wang,
    Zhibo Jin
    ,
    Zhiyu Zhu
    ,
    Jianlong Zhou
    ,
    Fang Chen
    ,
    Huaming Chen
  6. AttEXplore: Attribution for Explanation with model parameters eXploration
    ICLR 2024 ·
    Zhiyu Zhu
    ,
    Huaming Chen
    ,
    Jiayu Zhang
    , Xinyi Wang,
    Zhibo Jin
    ,
    Jason Xue
    ,
    Flora D. Salim
  7. Enhancing Transferable Adversarial Attacks on Vision Transformers through Gradient Normalization Scaling and High-Frequency Adaptation
    ICLR 2024 ·
    Zhiyu Zhu
    , Xinyi Wang,
    Zhibo Jin
    ,
    Jiayu Zhang
    ,
    Huaming Chen
  8. GE-AdvGAN: Improving the transferability of adversarial samples by gradient editing-based adversarial generative model
    SDM 2024 ·
    Zhiyu Zhu
    ,
    Huaming Chen
    , Xinyi Wang,
    Jiayu Zhang
    ,
    Zhibo Jin
    ,
    Kim-Kwang Raymond Choo
    ,
    Jun Shen
    ,
    Dong Yuan
  9. Improving Adversarial Transferability via Frequency-Guided Sample Relevance Attack
    CIKM 2024 · Xinyi Wang,
    Zhibo Jin
    ,
    Zhiyu Zhu
    ,
    Jiayu Zhang
    ,
    Huaming Chen
  10. Iterative Search Attribution for Deep Neural Networks
    ICML 2024 ·
    Zhiyu Zhu
    ,
    Huaming Chen
    , Xinyi Wang,
    Jiayu Zhang
    ,
    Zhibo Jin
    ,
    Jason Xue
    ,
    Jun Shen
  11. MFABA: A More Faithful and Accelerated Boundary-Based Attribution Method for Deep Neural Networks
    AAAI 2024 ·
    Zhiyu Zhu
    ,
    Huaming Chen
    ,
    Jiayu Zhang
    , Xinyi Wang,
    Zhibo Jin
    ,
    Minhui Xue
    ,
    Dongxiao Zhu
    ,
    Kim-Kwang Raymond Choo