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Zhe Liu

15 papers at tracked venues · 14 at CORE A* · active 2024–2026

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Venues

AAAI ×6CVPR ×2S&P ×2ACL ×1ECAI ×1ICLR ×1NeurIPS ×1USENIX Security ×1

Frequent coauthors

Jiafei Wu
×6
Puning Zhao
×5
Qingming Li
×4
Zhikun Zhang
×3
Li Shen
×3
Xiaogang Xu
×3
Xinwang Liu
×3
Shaowei Wang
×2
Huiwen Wu
×2
Deyi Zhang
×2
Xiaohan Li
×2
Rongfei Fan
×2

Papers

  1. Consistent Estimation of Numerical Distributions Under Local Differential Privacy by Wavelet Expansion
    S&P 2026 ·
    Puning Zhao
    ,
    Zhikun Zhang
    ,
    Bo Sun
    ,
    Li Shen
    ,
    Liang Zhang
    ,
    Shaowei Wang
    , Zhe Liu
  2. An Attack-Agnostic Defense Framework Against Manipulation Attacks Under Local Differential Privacy
    S&P 2025 ·
    Puning Zhao
    ,
    Zhikun Zhang
    ,
    Jiawei Dong
    ,
    Jiafei Wu
    , Zhe Liu,
    Shaowei Wang
    ,
    Yunjun Gao
  3. CG-FedLLM: How to Compress Gradients in Federated Fine-Tuning for Large Language Models
    ECAI 2025 ·
    Huiwen Wu
    ,
    Xiaogang Xu
    ,
    Deyi Zhang
    ,
    Xiaohan Li
    ,
    Jiafei Wu
    , Zhe Liu
  4. DR-Encoder: Encode Low-rank Gradients with Random Prior for Large Language Models Differentially Privately
    AAAI 2025 ·
    Huiwen Wu
    ,
    Deyi Zhang
    ,
    Xiaohan Li
    ,
    Xiaogang Xu
    ,
    Jiafei Wu
    , Zhe Liu
  5. 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
  6. 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
  7. I Can Tell Your Secrets: Inferring Privacy Attributes from Mini-app Interaction History in Super-apps
    USENIX Security 2025 ·
    Yifeng Cai
    ,
    Ziqi Zhang
    ,
    Mengyu Yao
    ,
    Junlin Liu
    ,
    Xiaoke Zhao
    ,
    Xinyi Fu
    ,
    Ruoyu Li
    , Zhe Liu,
    Xiangqun Chen
    ,
    Yao Guo
    ,
    Ding Li
  8. Improving Adversarial Transferability on Vision Transformers via Forward Propagation Refinement
    CVPR 2025 ·
    Yuchen Ren
    ,
    Zhengyu Zhao
    ,
    Chenhao Lin
    ,
    Bo Yang
    ,
    Lu Zhou
    , Zhe Liu,
    Chao Shen
  9. Improving Integrated Gradient-based Transferable Adversarial Examples by Refining the Integration Path
    AAAI 2025 ·
    Yuchen Ren
    ,
    Zhengyu Zhao
    ,
    Chenhao Lin
    ,
    Bo Yang
    ,
    Lu Zhou
    , Zhe Liu,
    Chao Shen
  10. 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
  11. 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
  12. Attribute-Missing Graph Clustering Network
    AAAI 2024 ·
    Wenxuan Tu
    ,
    Renxiang Guan
    ,
    Sihang Zhou
    ,
    Chuan Ma
    ,
    Xin Peng
    ,
    Zhiping Cai
    , Zhe Liu,
    Jieren Cheng
    ,
    Xinwang Liu
  13. Boosting Image Restoration via Priors from Pre-Trained Models
    CVPR 2024 ·
    Xiaogang Xu
    ,
    Shu Kong
    ,
    Tao Hu
    , Zhe Liu,
    Hujun Bao
  14. DVSAI: Diverse View-Shared Anchors Based Incomplete Multi-View Clustering
    AAAI 2024 ·
    Shengju Yu
    ,
    Siwei Wang
    ,
    Pei Zhang
    ,
    Miao Wang
    ,
    Ziming Wang
    , Zhe Liu,
    Liming Fang
    ,
    En Zhu
    ,
    Xinwang Liu
  15. Hawkes-Enhanced Spatial-Temporal Hypergraph Contrastive Learning Based on Criminal Correlations
    AAAI 2024 ·
    Ke Liang
    ,
    Sihang Zhou
    ,
    Meng Liu
    ,
    Yue Liu
    ,
    Wenxuan Tu
    ,
    Yi Zhang
    ,
    Liming Fang
    , Zhe Liu,
    Xinwang Liu