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Qingming Li

10 papers at tracked venues · 8 at CORE A* · active 2024–2025

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Venues

AAAI ×2EMNLP ×2ACL ×1ACM MM ×1ICCV ×1ICLR ×1NeurIPS ×1USENIX Security ×1

Frequent coauthors

Shouling Ji
×7
Tianyu Du
×4
Chunyi Zhou
×4
Zhe Liu
×4
Jiahao Chen
×3
Puning Zhao
×3
Jiafei Wu
×3
Zonghui Wang
×2
Wenzhi Chen
×2
Yuwen Pu
×2
Jinbao Li
×2
Rongfei Fan
×2

Papers

  1. An Inversion-Based Measure of Memorization for Diffusion Models
    ICCV 2025 ·
    Zhe Ma
    , Qingming Li,
    Xuhong Zhang
    ,
    Tianyu Du
    ,
    Ruixiao Lin
    ,
    Zonghui Wang
    ,
    Shouling Ji
    ,
    Wenzhi Chen
  2. CAMH: Advancing Model Hijacking Attack in Machine Learning
    AAAI 2025 ·
    Xing He
    ,
    Jiahao Chen
    ,
    Yuwen Pu
    , Qingming Li,
    Chunyi Zhou
    ,
    Yingcai Wu
    ,
    Jinbao Li
    ,
    Shouling Ji
  3. Differential Private Stochastic Optimization with Heavy-tailed Data: Towards Optimal Rates
    AAAI 2025 ·
    Puning Zhao
    ,
    Jiafei Wu
    ,
    Zhe Liu
    ,
    Chong Wang
    ,
    Rongfei Fan
    , Qingming Li
  4. Enhancing Learning with Label Differential Privacy by Vector Approximation
    ICLR 2025 ·
    Puning Zhao
    ,
    Jiafei Wu
    ,
    Zhe Liu
    ,
    Li Shen
    ,
    Zhikun Zhang
    ,
    Rongfei Fan
    ,
    Le Sun
    , Qingming Li
  5. Enkidu: Universal Frequential Perturbation for Real-Time Audio Privacy Protection against Voice Deepfakes
    ACM MM 2025 ·
    Zhou Feng
    ,
    Jiahao Chen
    ,
    Chunyi Zhou
    ,
    Yuwen Pu
    , Qingming Li,
    Tianyu Du
    ,
    Shouling Ji
  6. IPIGuard: A Novel Tool Dependency Graph-Based Defense Against Indirect Prompt Injection in LLM Agents
    EMNLP 2025 ·
    Hengyu An
    ,
    Jinghuai Zhang
    ,
    Tianyu Du
    ,
    Chunyi Zhou
    , Qingming Li,
    Tao Lin
    ,
    Shouling Ji
  7. PRSA: Prompt Stealing Attacks against Real-World Prompt Services
    USENIX Security 2025 ·
    Yong Yang
    ,
    Changjiang Li
    , Qingming Li,
    Oubo Ma
    ,
    Haoyu Wang
    ,
    Zonghui Wang
    ,
    Yandong Gao
    ,
    Wenzhi Chen
    ,
    Shouling Ji
  8. TWIST: Text-encoder Weight-editing for Inserting Secret Trojans in Text-to-Image Models
    ACL 2025 ·
    Xindi Li
    ,
    Zhe Liu
    ,
    Tong Zhang
    ,
    Jiahao Chen
    , Qingming Li,
    Jinbao Li
    ,
    Shouling Ji
  9. VideoEraser: Concept Erasure in Text-to-Video Diffusion Models
    EMNLP 2025 ·
    Naen Xu
    ,
    Jinghuai Zhang
    ,
    Changjiang Li
    ,
    Zhi Chen
    ,
    Chunyi Zhou
    , Qingming Li,
    Tianyu Du
    ,
    Shouling Ji
  10. A Huber Loss Minimization Approach to Mean Estimation under User-level Differential Privacy
    NeurIPS 2024 ·
    Puning Zhao
    ,
    Lifeng Lai
    ,
    Li Shen
    , Qingming Li,
    Jiafei Wu
    ,
    Zhe Liu