Qing-Qing Ye

Most-cited papers

Unlearning Isn't Deletion: Investigating Reversibility of Machine Unlearning in LLMs
XiaoYu Xu, Xiang Yue, Yang Liu, Qing-Qing Ye +4 more
2025arXiv.org51 citations
Semantic Scholar
LDPGuard: Defenses Against Data Poisoning Attacks to Local Differential Privacy Protocols
Kai Huang, Gaoya Ouyang, Qing-Qing Ye, Hai-Bo Hu +4 more
2024IEEE Transactions on Knowledge and Data Engineering34 citations
Semantic Scholar
Differentially Private Graph Neural Networks for Link Prediction
Xun Ran, Qing-Qing Ye, Hai-Bo Hu, Xin Huang +2 more
2024IEEE International Conference on Data Engineering18 citations
Semantic Scholar
RFTrack: Stealthy Location Inference and Tracking Attack on Wi-Fi Devices
Rong-Hua Li, Hai-Bo Hu, Qing-Qing Ye
2024IEEE Transactions on Information Forensics and Security16 citations
Semantic Scholar
LDPRecover: Recovering Frequencies from Poisoning Attacks Against Local Differential Privacy
Xin-Yue Sun, Qing-Qing Ye, Hai-Bo Hu, Jiawei Duan +3 more
2024IEEE International Conference on Data Engineering15 citations Open access
Semantic Scholar
OBLIVIATE: Robust and Practical Machine Unlearning for Large Language Models
XiaoYu Xu, Min-Xin Du, Qing-Qing Ye, Hai-Bo Hu
2025Conference on Empirical Methods in Natural Language Processing14 citations
Semantic Scholar
PUTS: Privacy-Preserving and Utility-Enhancing Framework for Trajectory Synthesization
Xin-Yue Sun, Qing-Qing Ye, Hai-Bo Hu, Jiawei Duan +3 more
2024IEEE Transactions on Knowledge and Data Engineering13 citations
Semantic Scholar
Differential Privacy for Time Series: A Survey
Yulian Mao, Qing-Qing Ye, Qi Wang, Hai-Bo Hu
2024IEEE Data Engineering Bulletin13 citations
Semantic Scholar
DWSSA: Alleviating over-smoothness for deep Graph Neural Networks
Qirong Zhang, Jin Li, Qing-Qing Ye, Yuxi Lin +2 more
2024Neural Networks13 citations
Semantic Scholar
PrivShape: Extracting Shapes in Time Series Under User-Level Local Differential Privacy
Yulian Mao, Qing-Qing Ye, Hai-Bo Hu, Qi Wang +1 more
2024IEEE International Conference on Data Engineering12 citations Open access
Semantic Scholar
MER-Inspector: Assessing Model Extraction Risks from An Attack-Agnostic Perspective
Xin-Wei Zhang, Hai-Bo Hu, Qing-Qing Ye, Li Bai +1 more
2025The Web Conference11 citations Open access
Semantic Scholar
FUNU: Boosting Machine Unlearning Efficiency by Filtering Unnecessary Unlearning
Zitong Li, Qing-Qing Ye, Hai-Bo Hu
2025The Web Conference11 citations Open access
Semantic Scholar
PrivDPR: Synthetic Graph Publishing with Deep PageRank under Differential Privacy
Sen Zhang, Hai-Bo Hu, Qing-Qing Ye, Jianliang Xu
2025Knowledge Discovery and Data Mining11 citations Open access
Semantic Scholar
Generating Location Traces With Semantic- Constrained Local Differential Privacy
Xin-Yue Sun, Qing-Qing Ye, Hai-Bo Hu, Jiawei Duan +4 more
2024IEEE Transactions on Information Forensics and Security11 citations
Semantic Scholar
PriPL-Tree: Accurate Range Query for Arbitrary Distribution under Local Differential Privacy
Leixia Wang, Qing-Qing Ye, Hai-Bo Hu, Xiaofeng Meng
2024Proceedings of the VLDB Endowment11 citations Open access
Semantic Scholar
Analyzing and Optimizing Perturbation of DP-SGD Geometrically
Jiawei Duan, Hai-Bo Hu, Qing-Qing Ye, Xin-Yue Sun
2025IEEE International Conference on Data Engineering9 citations
Semantic Scholar
WiFinger: Fingerprinting Noisy IoT Event Traffic Using Packet-level Sequence Matching
Rong-Hua Li, Shi-Nan Liu, Hai-Bo Hu, Qing-Qing Ye +1 more
2025Network and Distributed System Security Symposium9 citations
Semantic Scholar
ProVFL: Property Inference Attacks Against Vertical Federated Learning
Li Bai, Xin-Wei Zhang, Sen Zhang, Qing-Qing Ye +1 more
2025IEEE Transactions on Information Forensics and Security8 citations
Semantic Scholar
On the Adversarial Robustness of Large Vision-Language Models under Visual Token Compression
Xin-Wei Zhang, Hang-Cheng Liu, Li Bai, Hao Wang +3 more
2026arXiv.org7 citations
Semantic Scholar
A Sample-Level Evaluation and Generative Framework for Model Inversion Attacks
Hao-Yang Li, Li Bai, Qing-Qing Ye, Hai-Bo Hu +3 more
2025AAAI Conference on Artificial Intelligence7 citations
Semantic Scholar
Does Low Rank Adaptation Lead to Lower Robustness against Training-Time Attacks?
Zi Liang, Hai-Bo Hu, Qing-Qing Ye, Ya-Xin Xiao +1 more
2025International Conference on Machine Learning7 citations
Semantic Scholar
Virus Infection Attack on LLMs: Your Poisoning Can Spread "VIA" Synthetic Data
Zi Liang, Qing-Qing Ye, Alex X. Liu, Yanyun Wang +2 more
2025Neural Information Processing Systems7 citations
Semantic Scholar
Toward Efficient Inference Attacks: Shadow Model Sharing via Mixture-of-Experts
Li Bai, Qing-Qing Ye, Xin-Wei Zhang, Sen Zhang +3 more
2025Neural Information Processing Systems7 citations
Semantic Scholar
A Novel Modeling Approach for Cumulative Belief Rule-Base With Joint Optimization and Rule Synthesis
Long-Hao Yang, Dan-Ning Yu, Fei-Fei Ye, Hai-Bo Hu +1 more
2025IEEE Transactions on Systems, Man & Cybernetics. Systems7 citations
Semantic Scholar
Top-k Discovery Under Local Differential Privacy: An Adaptive Sampling Approach
Rongbing Du, Qing-Qing Ye, Yue Fu, Hai-Bo Hu +1 more
2025IEEE Transactions on Dependable and Secure Computing6 citations
Semantic Scholar
Reminiscence Attack on Residuals: Exploiting Approximate Machine Unlearning for Privacy
Ya-Xin Xiao, Qing-Qing Ye, Li Hu, Hua-Di Zheng +4 more
2025IEEE International Conference on Computer Vision6 citations
Semantic Scholar
How Much Do Large Language Model Cheat on Evaluation? Benchmarking Overestimation under the One-Time-Pad-Based Framework
Zi Liang, Liantong Yu, Shiyu Zhang, Qing-Qing Ye +1 more
2025AAAI Conference on Artificial Intelligence6 citations
Semantic Scholar
Federated Heavy Hitter Analytics with Local Differential Privacy
Yue-Min Zhang, Qing-Qing Ye, Hai-Bo Hu
2024Proc. ACM Manag. Data6 citations Open access
Semantic Scholar
Data Poisoning Attacks to Local Differential Privacy Protocols for Graphs
Xi He, Kai Huang, Qing-Qing Ye, Hai-Bo Hu
2024IEEE International Conference on Data Engineering6 citations Open access
Semantic Scholar
From Randomized Response to Randomized Index: Answering Subset Counting Queries with Local Differential Privacy
Qing-Qing Ye, Liantong Yu, Kai Huang, Xiao-Kui Xiao +2 more
2025IEEE Symposium on Security and Privacy5 citations Open access
Semantic Scholar
PrivIM: Differentially Private Graph Neural Networks for Influence Maximization
Renxuan Hou, Qing-Qing Ye, Xun Ran, Sen Zhang +1 more
2025IEEE International Conference on Data Engineering5 citations
Semantic Scholar
RMR: A Relative Membership Risk Measure for Machine Learning Models
Li Bai, Hai-Bo Hu, Qing-Qing Ye, Jianliang Xu +3 more
2025IEEE Transactions on Dependable and Secure Computing5 citations
Semantic Scholar
New Paradigm of Adversarial Training: Breaking Inherent Trade-Off between Accuracy and Robustness via Dummy Classes
Yanyun Wang, Li Liu, Zi Liang, Qing-Qing Ye +1 more
2024arXiv.org5 citations
Semantic Scholar
From Domains to Instances: Dual-Granularity Data Synthesis for LLM Unlearning
XiaoYu Xu, Min-Xin Du, Zitong Li, Zi Liang +5 more
2026Annual Meeting of the Association for Computational Linguistics4 citations
Semantic Scholar
Unlocking High-Fidelity Learning: Towards Neuron-Grained Model Extraction
Ya-Xin Xiao, Hai-Bo Hu, Qing-Qing Ye, Li Tang +2 more
2025IEEE Transactions on Dependable and Secure Computing4 citations
Semantic Scholar
Federated Continuous Category Discovery and Learning
Lixu Wang, Chen-Xi Liu, Junfeng Guo, Qing-Qing Ye +3 more
2025IEEE International Conference on Computer Vision4 citations
Semantic Scholar
Utility-Aware Time Series Data Release With Anomalies Under TLDP
Yulian Mao, Qing-Qing Ye, Qi Wang, Hai-Bo Hu
2024IEEE Transactions on Mobile Computing4 citations
Semantic Scholar
Class-feature Watermark: A Resilient Black-box Watermark Against Model Extraction Attacks
Ya-Xin Xiao, Qing-Qing Ye, Zi Liang, Hao-Yang Li +3 more
2025AAAI Conference on Artificial Intelligence3 citations
Semantic Scholar
AdvSGM: Differentially Private Graph Learning via Adversarial Skip-Gram Model
Sen Zhang, Qing-Qing Ye, Hai-Bo Hu, Jianliang Xu
2025IEEE International Conference on Data Engineering3 citations Open access
Semantic Scholar
LDPTube: Theoretical Utility Benchmark and Enhancement for LDP Mechanisms in High-Dimensional Space
Jiawei Duan, Qing-Qing Ye, Hai-Bo Hu, Xin-Yue Sun
2024IEEE Transactions on Knowledge and Data Engineering3 citations
Semantic Scholar
RATR: Optimized Trajectory Release With Temporal Local Differential Privacy
Shiyu Zhang, Qing-Qing Ye, Jun-Xu Liu, Kai Huang +4 more
2026IEEE Transactions on Dependable and Secure Computing2 citations
Semantic Scholar
Grounding-Driven Attack: Improving Encoder-based Adversarial Transferability against Large Vision-Language Models
Xin-Wei Zhang, Li Bai, Tian-Wei Zhang, You-Chen Zhang +4 more
20262 citations
Semantic Scholar
Structure-Preference Enabled Graph Embedding Generation Under Differential Privacy
Sen Zhang, Qing-Qing Ye, Hai-Bo Hu
2025IEEE International Conference on Data Engineering2 citations Open access
Semantic Scholar
Privacy for Free: Leveraging Local Differential Privacy Perturbed Data from Multiple Services
Rong Du, Qing-Qing Ye, Yue Fu, Hai-Bo Hu
2025Proceedings of the VLDB Endowment2 citations Open access
Semantic Scholar
PrivRM: A Framework for Range Mean Estimation under Local Differential Privacy
Liantong Yu, Qing-Qing Ye, Rong Du
2025Proc. ACM Manag. Data2 citations Open access
Semantic Scholar
Exploring Intrinsic Alignments Within Text Corpus
Zi Liang, Pinghui Wang, Ruofei Zhang, Hai-Bo Hu +6 more
2025AAAI Conference on Artificial Intelligence2 citations Open access
Semantic Scholar
Decision Potential Surface: A Theoretical and Practical Approximation of Large Language Model Decision Boundary
Zi Liang, Zhiyao Wu, Hao-Yang Shang, Yu-Lin Jin +4 more
20252 citations
Semantic Scholar
FRESH: Towards Efficient Graph Queries in an Outsourced Graph
Kai Huang, Yunqi Li, Qing-Qing Ye, Yao Tian +4 more
2024IEEE International Conference on Data Engineering2 citations
Semantic Scholar
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Leixia Wang, Qing-Qing Ye, Hai-Bo Hu, Xiaofeng Meng
2024IEEE Transactions on Knowledge and Data Engineering2 citations
Semantic Scholar
A Survey on Securing Image-Centric Edge Intelligence
Li Tang, Hai-Bo Hu, M. Gabbouj, Qing-Qing Ye +3 more
2024ACM Trans. Multim. Comput. Commun. Appl.2 citations
Semantic Scholar