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Xiaoyu Zhang

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

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Venues

NeurIPS ×4AAAI ×2ACM MM ×2ICML ×2CCS ×1WWW ×1

Frequent coauthors

Kai Wu
×11
Jian Lou
×5
Handing Wang
×5
Xiaofeng Chen
×4
Jing Liu
×4
Xiaobin Li
×3
Yujian Betterest Li
×3
Yulin Jin
×2
Haoyu Tong
×2
Chenyang Zhang
×2
Haibo Hu
×1
Muqi Han
×1

Papers

  1. Stochastic Universal Adversarial Perturbations with Fixed Optimization Constraint and Ensured High-probability Transferability
    AAAI 2026 ·
    Yulin Jin
    , Xiaoyu Zhang,
    Haoyu Tong
    ,
    Jian Lou
    ,
    Kai Wu
    ,
    Haibo Hu
    ,
    Xiaofeng Chen
  2. B2Opt: Learning to Optimize Black-box Optimization with Little Budget
    AAAI 2025 ·
    Xiaobin Li
    ,
    Kai Wu
    , Xiaoyu Zhang,
    Handing Wang
  3. Enhancing Zero-Shot Black-Box Optimization via Pretrained Models with Efficient Population Modeling, Interaction, and Stable Gradient Approximation
    NeurIPS 2025 ·
    Muqi Han
    ,
    Xiaobin Li
    ,
    Kai Wu
    , Xiaoyu Zhang,
    Handing Wang
  4. PoisonedEye: Knowledge Poisoning Attack on Retrieval-Augmented Generation based Large Vision-Language Models
    ICML 2025 ·
    Chenyang Zhang
    , Xiaoyu Zhang,
    Jian Lou
    ,
    Kai Wu
    ,
    Zilong Wang
    ,
    Xiaofeng Chen
  5. PreferCare: Preference Dataset Copyright Protection in LLM Alignment by Watermark Injection and Verification
    CCS 2025 ·
    Jian Lou
    ,
    Chenyang Zhang
    , Xiaoyu Zhang,
    Kai Wu
  6. Synthetic Series-Symbol Data Generation for Time Series Foundation Models
    NeurIPS 2025 ·
    Wenxuan Wang
    ,
    Kai Wu
    ,
    Yujian Betterest Li
    ,
    Dan Wang
    , Xiaoyu Zhang
  7. TSGGuide: Recommendation Guide for Multivariate Time Series Generation
    WWW 2025 ·
    Beining Zhang
    ,
    Kai Wu
    , Xiaoyu Zhang,
    Handing Wang
    ,
    Jing Liu
    ,
    Bei Wang
    ,
    Kai Wang
  8. Automated Loss function Search for Class-imbalanced Node Classification
    ICML 2024 ·
    Xinyu Guo
    ,
    Kai Wu
    , Xiaoyu Zhang,
    Jing Liu
  9. Balancing Generalization and Robustness in Adversarial Training via Steering through Clean and Adversarial Gradient Directions
    ACM MM 2024 ·
    Haoyu Tong
    , Xiaoyu Zhang,
    Yulin Jin
    ,
    Jian Lou
    ,
    Kai Wu
    ,
    Xiaofeng Chen
  10. GDR-GMA: Machine Unlearning via Direction-Rectified and Magnitude-Adjusted Gradients
    ACM MM 2024 ·
    Shen Lin
    , Xiaoyu Zhang,
    Willy Susilo
    ,
    Xiaofeng Chen
    ,
    Jun Liu
  11. Pretrained Optimization Model for Zero-Shot Black Box Optimization
    NeurIPS 2024 ·
    Xiaobin Li
    ,
    Kai Wu
    ,
    Yujian Betterest Li
    , Xiaoyu Zhang,
    Handing Wang
    ,
    Jing Liu
  12. Rapid Plug-in Defenders
    NeurIPS 2024 ·
    Kai Wu
    ,
    Yujian Betterest Li
    ,
    Jian Lou
    , Xiaoyu Zhang,
    Handing Wang
    ,
    Jing Liu