PPaperPicks

Qingqing Ye

Hong Kong Polytechnic University, Hong Kong

40 papers at tracked venues · 39 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0003-1547-2847 ↗Google Scholar ↗Homepage ↗

Venues

ICDE ×14AAAI ×5VLDB ×3WWW ×3ACL ×2ICCV ×2NeurIPS ×2SIGKDD ×2SIGMOD ×2EMNLP ×1ICML ×1NDSS ×1S&P ×1SIGIR ×1

Frequent coauthors

Haibo Hu
×36
Zi Liang
×9
Sen Zhang
×7
Yaxin Xiao
×7
Jianliang Xu
×7
Kai Huang
×5
Rong Du
×5
Xun Ran
×4
Ronghua Li
×4
Huadi Zheng
×4
Liantong Yu
×4
Haoyang Li
×3

Papers

  1. Adversarial Signed Graph Learning with Differential Privacy
    SIGKDD 2026 ·
    Haobin Ke
    ,
    Sen Zhang
    , Qingqing Ye,
    Xun Ran
    ,
    Haibo Hu
  2. Answering Federated Range Queries with Local Differential Privacy
    ICDE 2026 ·
    Yuemin Zhang
    , Qingqing Ye,
    Junxu Liu
    ,
    Wei Dong
  3. Class-feature Watermark: A Resilient Black-box Watermark Against Model Extraction Attacks
    AAAI 2026 ·
    Yaxin Xiao
    , Qingqing Ye,
    Zi Liang
    ,
    Haoyang Li
    ,
    Ronghua Li
    ,
    Huadi Zheng
    ,
    Haibo Hu
  4. DIFT: Protecting Contrastive Learning Against Data Poisoning Backdoor Attacks
    AAAI 2026 ·
    Jiang Zhu
    ,
    Yulin Jin
    , Qingqing Ye,
    Zhibiao Guo
    ,
    Kun Fang
    ,
    Ruochen Du
    ,
    Yingnan Zhao
    ,
    Haibo Hu
  5. From Domains to Instances: Dual-Granularity Data Synthesis for LLM Unlearning
    ACL 2026 ·
    Xiaoyu Xu
    ,
    Minxin Du
    ,
    Zitong LI
    ,
    Zi Liang
    ,
    Zhibiao Guo
    ,
    Shiyu Zhang
    ,
    Peizhao Hu
    , Qingqing Ye,
    Haibo Hu
  6. How Green Is Your Login? A Cross-Protocol Benchmark of Authentication Energy & Latency
    WWW 2026 ·
    Weizheng Wang
    ,
    Qipeng Xie
    ,
    Shiyu Wang
    , Qingqing Ye,
    Kaishun Wu
    ,
    Haibo Hu
  7. How Much Do Large Language Model Cheat on Evaluation? Benchmarking Overestimation Under the One-Time-Pad-Based Framework
    AAAI 2026 ·
    Zi Liang
    ,
    Liantong Yu
    ,
    Shiyu Zhang
    , Qingqing Ye,
    Haibo Hu
  8. Robust Single-Message Shuffle Differential Privacy Protocol for Accurate Distribution Estimation
    ICDE 2026 ·
    Xiaoguang Li
    ,
    Hanyi Wang
    ,
    Yaowei Huang
    ,
    Jungang Yang
    , Qingqing Ye,
    Haonan Yan
    ,
    Ke Pan
    ,
    Zhe Sun
    ,
    Hui Li
  9. WiFinger: Fingerprinting Noisy IoT Event Traffic Using Packet-level Sequence Matching
    NDSS 2026 ·
    Ronghua Li
    ,
    Shinan Liu
    ,
    Haibo Hu
    , Qingqing Ye,
    Nick Feamster
  10. mKG-RAG: Leveraging Multimodal Knowledge Graphs in Retrieval-Augmented Generation for Knowledge-intensive VQA
    SIGIR 2026 ·
    Xu Yuan
    ,
    Liangbo Ning
    , Qingqing Ye,
    Wenqi Fan
    ,
    Qing Li
  11. "Yes, My LoRD." Guiding Language Model Extraction with Locality Reinforced Distillation
    ACL 2025 ·
    Zi Liang
    , Qingqing Ye,
    Yanyun Wang
    ,
    Sen Zhang
    ,
    Yaxin Xiao
    ,
    Ronghua Li
    ,
    Jianliang Xu
    ,
    Haibo Hu
  12. A Sample-Level Evaluation and Generative Framework for Model Inversion Attacks
    AAAI 2025 ·
    Haoyang Li
    ,
    Li Bai
    , Qingqing Ye,
    Haibo Hu
    ,
    Yaxin Xiao
    ,
    Huadi Zheng
    ,
    Jianliang Xu
  13. AdvSGM: Differentially Private Graph Learning via Adversarial Skip-Gram Model
    ICDE 2025 ·
    Sen Zhang
    , Qingqing Ye,
    Haibo Hu
    ,
    Jianliang Xu
  14. Analyzing and Optimizing Perturbation of DP-SGD Geometrically
    ICDE 2025 ·
    Jiawei Duan
    ,
    Haibo Hu
    , Qingqing Ye,
    Xinyue Sun
  15. Data Poisoning Attacks to Local Differential Privacy Protocols for Graphs
    ICDE 2025 ·
    Xi He
    ,
    Kai Huang
    , Qingqing Ye,
    Haibo Hu
  16. Does Low Rank Adaptation Lead to Lower Robustness against Training-Time Attacks?
    ICML 2025 ·
    Zi Liang
    ,
    Haibo Hu
    , Qingqing Ye,
    Yaxin Xiao
    ,
    Ronghua Li
  17. Dual Utilization of Perturbation for Stream Data Publication Under Local Differential Privacy
    ICDE 2025 ·
    Rong Du
    , Qingqing Ye,
    Yaxin Xiao
    ,
    Liantong Yu
    ,
    Yue Fu
    ,
    Haibo Hu
  18. Exploring Intrinsic Alignments Within Text Corpus
    AAAI 2025 ·
    Zi Liang
    ,
    Pinghui Wang
    ,
    Ruofei Zhang
    ,
    Haibo Hu
    ,
    Shuo Zhang
    , Qingqing Ye,
    Nuo Xu
    ,
    Yaxin Xiao
    ,
    Chen Zhang
    ,
    Lizhen Cui
  19. FUNU: Boosting Machine Unlearning Efficiency by Filtering Unnecessary Unlearning
    WWW 2025 ·
    Zitong Li
    , Qingqing Ye,
    Haibo Hu
  20. Federated Continuous Category Discovery and Learning
    ICCV 2025 ·
    Lixu Wang
    ,
    Chenxi Liu
    ,
    Junfeng Guo
    , Qingqing Ye,
    Heng Huang
    ,
    Haibo Hu
    ,
    Wei Dong
  21. Federated Heavy Hitter Analytics with Local Differential Privacy
    SIGMOD 2025 ·
    Yuemin Zhang
    , Qingqing Ye,
    Haibo Hu
  22. From Randomized Response to Randomized Index: Answering Subset Counting Queries with Local Differential Privacy
    S&P 2025 · Qingqing Ye,
    Liantong Yu
    ,
    Kai Huang
    ,
    Xiaokui Xiao
    ,
    Weiran Liu
    ,
    Haibo Hu
  23. MER-Inspector: Assessing Model Extraction Risks from An Attack-Agnostic Perspective
    WWW 2025 ·
    Xinwei Zhang
    ,
    Haibo Hu
    , Qingqing Ye,
    Li Bai
    ,
    Huadi Zheng
  24. Multi-Class Item Mining Under Local Differential Privacy
    ICDE 2025 ·
    Yulian Mao
    , Qingqing Ye,
    Rong Du
    ,
    Qi Wang
    ,
    Kai Huang
    ,
    Haibo Hu
  25. OBLIVIATE: Robust and Practical Machine Unlearning for Large Language Models
    EMNLP 2025 ·
    Xiaoyu Xu
    ,
    Minxin Du
    , Qingqing Ye,
    Haibo Hu
  26. PrivDPR: Synthetic Graph Publishing with Deep PageRank under Differential Privacy
    SIGKDD 2025 ·
    Sen Zhang
    ,
    Haibo Hu
    , Qingqing Ye,
    Jianliang Xu
  27. PrivIM: Differentially Private Graph Neural Networks for Influence Maximization
    ICDE 2025 ·
    Renxuan Hou
    , Qingqing Ye,
    Xun Ran
    ,
    Sen Zhang
    ,
    Haibo Hu
  28. PrivRM: A Framework for Range Mean Estimation under Local Differential Privacy
    SIGMOD 2025 ·
    Liantong Yu
    , Qingqing Ye,
    Rong Du
  29. Privacy for Free: Leveraging Local Differential Privacy Perturbed Data from Multiple Services
    VLDB 2025 ·
    Rong Du
    , Qingqing Ye,
    Yue Fu
    ,
    Haibo Hu
  30. Reminiscence Attack on Residuals: Exploiting Approximate Machine Unlearning for Privacy
    ICCV 2025 ·
    Yaxin Xiao
    , Qingqing Ye,
    Li Hu
    ,
    Huadi Zheng
    ,
    Haibo Hu
    ,
    Zi Liang
    ,
    Haoyang Li
    ,
    Yijie Jiao
  31. Structure-Preference Enabled Graph Embedding Generation Under Differential Privacy
    ICDE 2025 ·
    Sen Zhang
    , Qingqing Ye,
    Haibo Hu
  32. Toward Efficient Inference Attacks: Shadow Model Sharing via Mixture-of-Experts
    NeurIPS 2025 ·
    Li Bai
    , Qingqing Ye,
    Xinwei Zhang
    ,
    Sen Zhang
    ,
    Zi Liang
    ,
    Jianliang Xu
    ,
    Haibo Hu
  33. Virus Infection Attack on LLMs: Your Poisoning Can Spread "VIA" Synthetic Data
    NeurIPS 2025 ·
    Zi Liang
    , Qingqing Ye,
    Xuan Liu
    ,
    Yanyun Wang
    ,
    Jianliang Xu
    ,
    Haibo Hu
  34. DPSUR: Accelerating Differentially Private Stochastic Gradient Descent Using Selective Update and Release
    VLDB 2024 ·
    Jie Fu
    , Qingqing Ye,
    Haibo Hu
    ,
    Zhili Chen
    ,
    Lulu Wang
    ,
    Kuncan Wang
    ,
    Xun Ran
  35. Differentially Private Graph Neural Networks for Link Prediction
    ICDE 2024 ·
    Xun Ran
    , Qingqing Ye,
    Haibo Hu
    ,
    Xin Huang
    ,
    Jianliang Xu
    ,
    Jie Fu
  36. FRESH: Towards Efficient Graph Queries in an Outsourced Graph
    ICDE 2024 ·
    Kai Huang
    ,
    Yunqi Li
    , Qingqing Ye,
    Yao Tian
    ,
    Xi Zhao
    ,
    Yue Cui
    ,
    Haibo Hu
    ,
    Xiaofang Zhou
  37. Interactive Trimming Against Evasive Online Data Manipulation Attacks: A Game-Theoretic Approach
    ICDE 2024 ·
    Yue Fu
    , Qingqing Ye,
    Rong Du
    ,
    Haibo Hu
  38. LDPRecover: Recovering Frequencies from Poisoning Attacks Against Local Differential Privacy
    ICDE 2024 ·
    Xinyue Sun
    , Qingqing Ye,
    Haibo Hu
    ,
    Jiawei Duan
    ,
    Tianyu Wo
    ,
    Jie Xu
    ,
    Renyu Yang
  39. PriPL-Tree: Accurate Range Query for Arbitrary Distribution under Local Differential Privacy
    VLDB 2024 ·
    Leixia Wang
    , Qingqing Ye,
    Haibo Hu
    ,
    Xiaofeng Meng
  40. PrivShape: Extracting Shapes in Time Series Under User-Level Local Differential Privacy
    ICDE 2024 ·
    Yulian Mao
    , Qingqing Ye,
    Haibo Hu
    ,
    Qi Wang
    ,
    Kai Huang