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Xiao-Shan Gao

17 papers at tracked venues · 17 at CORE A* · active 2024–2025

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Venues

NeurIPS ×8AAAI ×3ICLR ×3ICML ×3

Frequent coauthors

Lijia Yu
×10
Yibo Miao
×10
Yifan Zhu
×8
Lijun Zhang
×5
Yinpeng Dong
×5
Yihan Wang
×4
Shuang Liu
×3
Xiao Yang
×2
Jun Zhu
×2
Yiwei Lu
×1
Gautam Kamath
×1
Yaoliang Yu
×1

Papers

  1. Analyzing the Power of Chain of Thought through Memorization Capabilities
    NeurIPS 2025 ·
    Lijia Yu
    , Xiao-Shan Gao,
    Lijun Zhang
  2. BridgePure: Limited Protection Leakage Can Break Black-Box Data Protection
    NeurIPS 2025 ·
    Yihan Wang
    ,
    Yiwei Lu
    , Xiao-Shan Gao,
    Gautam Kamath
    ,
    Yaoliang Yu
  3. Generalizability of Neural Networks Minimizing Empirical Risk Based on Expressive Power
    ICLR 2025 ·
    Lijia Yu
    ,
    Yibo Miao
    ,
    Yifan Zhu
    , Xiao-Shan Gao,
    Lijun Zhang
  4. PowerMLP: An Efficient Version of KAN
    AAAI 2025 ·
    Ruichen Qiu
    ,
    Yibo Miao
    ,
    Shiwen Wang
    ,
    Yifan Zhu
    ,
    Lijia Yu
    , Xiao-Shan Gao
  5. Provable Robust Overfitting Mitigation in Wasserstein Distributionally Robust Optimization
    ICLR 2025 ·
    Shuang Liu
    ,
    Yihan Wang
    ,
    Yifan Zhu
    ,
    Yibo Miao
    , Xiao-Shan Gao
  6. Provable Watermarking for Data Poisoning Attacks
    NeurIPS 2025 ·
    Yifan Zhu
    ,
    Lijia Yu
    , Xiao-Shan Gao
  7. Red-Teaming Text-to-Image Systems by Rule-based Preference Modeling
    NeurIPS 2025 ·
    Yichuan Cao
    ,
    Yibo Miao
    , Xiao-Shan Gao,
    Yinpeng Dong
  8. Detection and Defense of Unlearnable Examples
    AAAI 2024 ·
    Yifan Zhu
    ,
    Lijia Yu
    , Xiao-Shan Gao
  9. Efficient Availability Attacks against Supervised and Contrastive Learning Simultaneously
    NeurIPS 2024 ·
    Yihan Wang
    ,
    Yifan Zhu
    , Xiao-Shan Gao
  10. Efficient Black-box Adversarial Attacks via Bayesian Optimization Guided by a Function Prior
    ICML 2024 ·
    Shuyu Cheng
    ,
    Yibo Miao
    ,
    Yinpeng Dong
    ,
    Xiao Yang
    , Xiao-Shan Gao,
    Jun Zhu
  11. Game-Theoretic Unlearnable Example Generator
    AAAI 2024 ·
    Shuang Liu
    ,
    Yihan Wang
    , Xiao-Shan Gao
  12. Generalizablity of Memorization Neural Network
    NeurIPS 2024 ·
    Lijia Yu
    , Xiao-Shan Gao,
    Lijun Zhang
    ,
    Yibo Miao
  13. Generalization Bound and New Algorithm for Clean-Label Backdoor Attack
    ICML 2024 ·
    Lijia Yu
    ,
    Shuang Liu
    ,
    Yibo Miao
    , Xiao-Shan Gao,
    Lijun Zhang
  14. Improving Robustness of 3D Point Cloud Recognition from a Fourier Perspective
    NeurIPS 2024 ·
    Yibo Miao
    ,
    Yinpeng Dong
    ,
    Jinlai Zhang
    ,
    Lijia Yu
    ,
    Xiao Yang
    , Xiao-Shan Gao
  15. Optimal robust Memorization with ReLU Neural Networks
    ICLR 2024 ·
    Lijia Yu
    , Xiao-Shan Gao,
    Lijun Zhang
  16. T2VSafetyBench: Evaluating the Safety of Text-to-Video Generative Models
    NeurIPS 2024 ·
    Yibo Miao
    ,
    Yifan Zhu
    ,
    Lijia Yu
    ,
    Jun Zhu
    , Xiao-Shan Gao,
    Yinpeng Dong
  17. Toward Availability Attacks in 3D Point Clouds
    ICML 2024 ·
    Yifan Zhu
    ,
    Yibo Miao
    ,
    Yinpeng Dong
    , Xiao-Shan Gao