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Qingqing Ye

Hong Kong Polytechnic University, Hong Kong

38 papers at tracked venues · 37 at CORE A* · active 2024–2026

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Venues

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

Frequent coauthors

Zi Liang
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Sen Zhang
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Yaxin Xiao
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Xiaoyu Xu
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Rong Du
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Yulian Mao
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Haobin Ke
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Yuemin Zhang
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Jiang Zhu
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Weizheng Wang
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Xiaoguang Li
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Xu Yuan
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Papers

  1. Adversarial Signed Graph Learning with Differential Privacy
    SIGKDD 2026 ·
    Haobin Ke
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  2. Answering Federated Range Queries with Local Differential Privacy
    ICDE 2026 ·
    Yuemin Zhang
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  3. Class-feature Watermark: A Resilient Black-box Watermark Against Model Extraction Attacks
    AAAI 2026 ·
    Yaxin Xiao
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  4. DIFT: Protecting Contrastive Learning Against Data Poisoning Backdoor Attacks
    AAAI 2026 ·
    Jiang Zhu
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  5. From Domains to Instances: Dual-Granularity Data Synthesis for LLM Unlearning
    ACL 2026 ·
    Xiaoyu Xu
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  6. How Green Is Your Login? A Cross-Protocol Benchmark of Authentication Energy & Latency
    WWW 2026 ·
    Weizheng Wang
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  7. How Much Do Large Language Model Cheat on Evaluation? Benchmarking Overestimation Under the One-Time-Pad-Based Framework
    AAAI 2026 ·
    Zi Liang
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  8. Robust Single-Message Shuffle Differential Privacy Protocol for Accurate Distribution Estimation
    ICDE 2026 ·
    Xiaoguang Li
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  9. mKG-RAG: Leveraging Multimodal Knowledge Graphs in Retrieval-Augmented Generation for Knowledge-intensive VQA
    SIGIR 2026 ·
    Xu Yuan
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  10. "Yes, My LoRD." Guiding Language Model Extraction with Locality Reinforced Distillation
    ACL 2025 ·
    Zi Liang
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  11. A Sample-Level Evaluation and Generative Framework for Model Inversion Attacks
    AAAI 2025 ·
    Haoyang Li
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  12. AdvSGM: Differentially Private Graph Learning via Adversarial Skip-Gram Model
    ICDE 2025 ·
    Sen Zhang
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  13. Analyzing and Optimizing Perturbation of DP-SGD Geometrically
    ICDE 2025 ·
    Jiawei Duan
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  14. Data Poisoning Attacks to Local Differential Privacy Protocols for Graphs
    ICDE 2025 ·
    Xi He
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  15. Does Low Rank Adaptation Lead to Lower Robustness against Training-Time Attacks?
    ICML 2025 ·
    Zi Liang
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  16. Dual Utilization of Perturbation for Stream Data Publication Under Local Differential Privacy
    ICDE 2025 ·
    Rong Du
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  17. Exploring Intrinsic Alignments Within Text Corpus
    AAAI 2025 ·
    Zi Liang
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  18. FUNU: Boosting Machine Unlearning Efficiency by Filtering Unnecessary Unlearning
    WWW 2025 ·
    Zitong Li
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  19. Federated Continuous Category Discovery and Learning
    ICCV 2025 ·
    Lixu Wang
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  20. Federated Heavy Hitter Analytics with Local Differential Privacy
    SIGMOD 2025 ·
    Yuemin Zhang
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  21. MER-Inspector: Assessing Model Extraction Risks from An Attack-Agnostic Perspective
    WWW 2025 ·
    Xinwei Zhang
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  22. Multi-Class Item Mining Under Local Differential Privacy
    ICDE 2025 ·
    Yulian Mao
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  23. OBLIVIATE: Robust and Practical Machine Unlearning for Large Language Models
    EMNLP 2025 ·
    Xiaoyu Xu
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  24. PrivDPR: Synthetic Graph Publishing with Deep PageRank under Differential Privacy
    SIGKDD 2025 ·
    Sen Zhang
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  25. PrivIM: Differentially Private Graph Neural Networks for Influence Maximization
    ICDE 2025 ·
    Renxuan Hou
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  26. PrivRM: A Framework for Range Mean Estimation under Local Differential Privacy
    SIGMOD 2025 ·
    Liantong Yu
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  27. Privacy for Free: Leveraging Local Differential Privacy Perturbed Data from Multiple Services
    VLDB 2025 ·
    Rong Du
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  28. Reminiscence Attack on Residuals: Exploiting Approximate Machine Unlearning for Privacy
    ICCV 2025 ·
    Yaxin Xiao
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  29. Structure-Preference Enabled Graph Embedding Generation Under Differential Privacy
    ICDE 2025 ·
    Sen Zhang
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  30. Toward Efficient Inference Attacks: Shadow Model Sharing via Mixture-of-Experts
    NeurIPS 2025 ·
    Li Bai
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  31. Virus Infection Attack on LLMs: Your Poisoning Can Spread "VIA" Synthetic Data
    NeurIPS 2025 ·
    Zi Liang
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  32. DPSUR: Accelerating Differentially Private Stochastic Gradient Descent Using Selective Update and Release
    VLDB 2024 ·
    Jie Fu
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  33. Differentially Private Graph Neural Networks for Link Prediction
    ICDE 2024 ·
    Xun Ran
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  34. FRESH: Towards Efficient Graph Queries in an Outsourced Graph
    ICDE 2024 ·
    Kai Huang
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  35. Interactive Trimming Against Evasive Online Data Manipulation Attacks: A Game-Theoretic Approach
    ICDE 2024 ·
    Yue Fu
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  36. LDPRecover: Recovering Frequencies from Poisoning Attacks Against Local Differential Privacy
    ICDE 2024 ·
    Xinyue Sun
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  37. PriPL-Tree: Accurate Range Query for Arbitrary Distribution under Local Differential Privacy
    VLDB 2024 ·
    Leixia Wang
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  38. PrivShape: Extracting Shapes in Time Series Under User-Level Local Differential Privacy
    ICDE 2024 ·
    Yulian Mao
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