PPaperPicks

Minghui Li

18 papers at tracked venues · 13 at CORE A* · active 2024–2026

Venues

Frequent coauthors

Shengshan Hu
×17
Leo Yu Zhang
×13
Ziqi Zhou
×9
Yechao Zhang
×7
Xianlong Wang
×6
Lulu Xue
×5
Yichen Wang
×5
Hangtao Zhang
×5
Wei Wan
×5
Peijin Guo
×4
Yanjun Zhang
×4
Hai Jin
×4

Papers

  1. Dual-View Inference Attack: Machine Unlearning Amplifies Privacy Exposure
    AAAI 2026 ·
    Lulu Xue
    ,
    Shengshan Hu
    ,
    Linqiang Qian
    ,
    Peijin Guo
    ,
    Yechao Zhang
    , Minghui Li,
    Yanjun Zhang
    ,
    Dayong Ye
    ,
    Leo Yu Zhang
  2. AdvEDM: Fine-grained Adversarial Attack against VLM-based Embodied Agents
    NeurIPS 2025 ·
    Yichen Wang
    ,
    Hangtao Zhang
    ,
    Hewen Pan
    ,
    Ziqi Zhou
    ,
    Xianlong Wang
    ,
    Peijin Guo
    ,
    Lulu Xue
    ,
    Shengshan Hu
    , Minghui Li,
    Leo Yu Zhang
  3. BadRobot: Jailbreaking Embodied LLM Agents in the Physical World
    ICLR 2025 ·
    Hangtao Zhang
    ,
    Chenyu Zhu
    ,
    Xianlong Wang
    ,
    Ziqi Zhou
    ,
    Changgan Yin
    , Minghui Li,
    Lulu Xue
    ,
    Yichen Wang
    ,
    Shengshan Hu
    ,
    Aishan Liu
    ,
    Peijin Guo
    ,
    Leo Yu Zhang
  4. Breaking Barriers in Physical-World Adversarial Examples: Improving Robustness and Transferability via Robust Feature
    AAAI 2025 ·
    Yichen Wang
    ,
    Yuxuan Chou
    ,
    Ziqi Zhou
    ,
    Hangtao Zhang
    ,
    Wei Wan
    ,
    Shengshan Hu
    , Minghui Li
  5. Detecting and Corrupting Convolution-based Unlearnable Examples
    AAAI 2025 · Minghui Li,
    Xianlong Wang
    ,
    Zhifei Yu
    ,
    Shengshan Hu
    ,
    Ziqi Zhou
    ,
    Longling Zhang
    ,
    Leo Yu Zhang
  6. Improving Generalization of Universal Adversarial Perturbation via Dynamic Maximin Optimization
    AAAI 2025 ·
    Yechao Zhang
    ,
    Yingzhe Xu
    ,
    Junyu Shi
    ,
    Leo Yu Zhang
    ,
    Shengshan Hu
    , Minghui Li,
    Yanjun Zhang
  7. Secure Transfer Learning: Training Clean Model Against Backdoor in Pre-Trained Encoder and Downstream Dataset
    S&P 2025 ·
    Yechao Zhang
    ,
    Yuxuan Zhou
    ,
    Tianyu Li
    , Minghui Li,
    Shengshan Hu
    ,
    Wei Luo
    ,
    Leo Yu Zhang
  8. Test-Time Backdoor Detection for Object Detection Models
    CVPR 2025 ·
    Hangtao Zhang
    ,
    Yichen Wang
    ,
    Shihui Yan
    ,
    Chenyu Zhu
    ,
    Ziqi Zhou
    ,
    Linshan Hou
    ,
    Shengshan Hu
    , Minghui Li,
    Yanjun Zhang
    ,
    Leo Yu Zhang
  9. Transferable Direct Prompt Injection via Activation-Guided MCMC Sampling
    EMNLP 2025 · Minghui Li,
    Hao Zhang
    ,
    Yechao Zhang
    ,
    Wei Wan
    ,
    Shengshan Hu
    ,
    Pei Xiaobing
    ,
    Jing Wang
  10. Uncertainty-Aware Metabolic Stability Prediction with Dual-View Contrastive Learning
    ECML-PKDD 2025 ·
    Peijin Guo
    , Minghui Li,
    Hewen Pan
    ,
    Bowen Chen
    ,
    Yang Wu
    ,
    Zikang Guo
    ,
    Leo Yu Zhang
    ,
    Shengshan Hu
    ,
    Shengqing Hu
  11. DarkFed: A Data-Free Backdoor Attack in Federated Learning
    IJCAI 2024 · Minghui Li,
    Wei Wan
    ,
    Yuxuan Ning
    ,
    Shengshan Hu
    ,
    Lulu Xue
    ,
    Leo Yu Zhang
    ,
    Yichen Wang
  12. DarkSAM: Fooling Segment Anything Model to Segment Nothing
    NeurIPS 2024 ·
    Ziqi Zhou
    ,
    Yufei Song
    , Minghui Li,
    Shengshan Hu
    ,
    Xianlong Wang
    ,
    Leo Yu Zhang
    ,
    Dezhong Yao
    ,
    Hai Jin
  13. PointAPA: Towards Availability Poisoning Attacks in 3D Point Clouds
    ESORICS 2024 ·
    Xianlong Wang
    , Minghui Li,
    Peng Xu
    ,
    Wei Liu
    ,
    Leo Yu Zhang
    ,
    Shengshan Hu
    ,
    Yanjun Zhang
  14. REDLC: Learning-driven Reverse Engineering for Deep Learning Compilers
    ISSRE 2024 · Minghui Li,
    Yang Li
    ,
    Hao Han
    ,
    Xiaopeng Ke
    ,
    Tongyu Wang
    ,
    Fengyuan Xu
    ,
    Liming Fang
  15. Securely Fine-tuning Pre-trained Encoders Against Adversarial Examples
    S&P 2024 ·
    Ziqi Zhou
    , Minghui Li,
    Wei Liu
    ,
    Shengshan Hu
    ,
    Yechao Zhang
    ,
    Wei Wan
    ,
    Lulu Xue
    ,
    Leo Yu Zhang
    ,
    Dezhong Yao
    ,
    Hai Jin
  16. Transferable Adversarial Facial Images for Privacy Protection
    ACM MM 2024 · Minghui Li,
    Jiangxiong Wang
    ,
    Hao Zhang
    ,
    Ziqi Zhou
    ,
    Shengshan Hu
    ,
    Xiaobing Pei
  17. Unlearnable 3D Point Clouds: Class-wise Transformation Is All You Need
    NeurIPS 2024 ·
    Xianlong Wang
    , Minghui Li,
    Wei Liu
    ,
    Hangtao Zhang
    ,
    Shengshan Hu
    ,
    Yechao Zhang
    ,
    Ziqi Zhou
    ,
    Hai Jin
  18. Why Does Little Robustness Help? A Further Step Towards Understanding Adversarial Transferability
    S&P 2024 ·
    Yechao Zhang
    ,
    Shengshan Hu
    ,
    Leo Yu Zhang
    ,
    Junyu Shi
    , Minghui Li,
    Xiaogeng Liu
    ,
    Wei Wan
    ,
    Hai Jin