Xiaoyu Zhang

Venues

Frequent coauthors

Papers

1. Stochastic Universal Adversarial Perturbations with Fixed Optimization Constraint and Ensured High-probability Transferability
   AAAI 2026 ·

   Yulin Jin

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2. B2Opt: Learning to Optimize Black-box Optimization with Little Budget
   AAAI 2025 ·

   Xiaobin Li

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3. Enhancing Zero-Shot Black-Box Optimization via Pretrained Models with Efficient Population Modeling, Interaction, and Stable Gradient Approximation
   NeurIPS 2025 ·

   Muqi Han

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4. PoisonedEye: Knowledge Poisoning Attack on Retrieval-Augmented Generation based Large Vision-Language Models
   ICML 2025 ·

   Chenyang Zhang

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5. Synthetic Series-Symbol Data Generation for Time Series Foundation Models
   NeurIPS 2025 ·

   Wenxuan Wang

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6. TSGGuide: Recommendation Guide for Multivariate Time Series Generation
   WWW 2025 ·

   Beining Zhang

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7. Automated Loss function Search for Class-imbalanced Node Classification
   ICML 2024 ·

   Xinyu Guo

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8. Balancing Generalization and Robustness in Adversarial Training via Steering through Clean and Adversarial Gradient Directions
   ACM MM 2024 ·

   Haoyu Tong

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9. GDR-GMA: Machine Unlearning via Direction-Rectified and Magnitude-Adjusted Gradients
   ACM MM 2024 ·

   Shen Lin

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10. Pretrained Optimization Model for Zero-Shot Black Box Optimization
    NeurIPS 2024 ·

    Xiaobin Li

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11. Rapid Plug-in Defenders
    NeurIPS 2024 ·

    Kai Wu

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