Personal profile
Biography
Dr. Ye Qingqing received her PhD degree from Renmin University of China in 2020, and joined the Hong Kong Polytechnic University as a Research Assistant Professor since then. In 2022, she was appointed as an Assistant Professor in the Hong Kong Polytechnic University. Her research interests include data privacy and security, and adversarial machine learning. She has published a series of flagship conference papers and top-tier journal papers in related areas, including IEEE S&P, SIGMOD, VLDB, ICDE, INFOCOM, ICML, NuerIPS, VLDBJ, TKDE, TMC, TDSC, TIFS, etc. She is the recipient of several prestigious awards, including RGC Early Career Award, IEEE S&P Travel Award, National Scholarship, etc. She serves as a reviewer and TPC member for top-tier journals and conferences, including ICDE, VLDB, ICML, NeurIPS, SIGKDD, AAAI, CCS, TKDE, TDSC, TIFS, TOPS, etc.
Research interests
Data privacy and security, Adversarial machine learning
Education/Academic qualification
Doctor of Philosophy, Renmin University of China
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Collaborations and top research areas from the last five years
Research output
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Answering Range Queries for Arbitrary Distribution under Shuffled Differential Privacy
Wang, L., Ye, Q., Hu, H. & Meng, X., Jan 2026, In: IEEE Transactions on Knowledge and Data Engineering. p. 1-14 14 p., 11362978.Research output: Journal article publication › Journal article › Academic research › peer-review
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SUGPT: Efficient Graph Unsummarization for the Right to Be Forgotten
Li, Z., Ye, Q., Hu, H., Huang, X., Liu, J. & Meng, X., Feb 2026, In: IEEE Transactions on Knowledge and Data Engineering. p. 1-14 14 p., 11409365.Research output: Journal article publication › Journal article › Academic research › peer-review
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AdvSGM: Differentially Private Graph Learning via Adversarial Skip-Gram Model
Zhang, S., Ye, Q., Hu, H. & Xu, J., Aug 2025, Proceedings - 2025 IEEE 41st International Conference on Data Engineering, ICDE 2025. IEEE Computer Society, p. 3494-3507 14 p. 11113159. (Proceedings - International Conference on Data Engineering).Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review
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Analyzing and Enhancing LDP Perturbation Mechanisms in Federated Learning
Duan, J., Ye, Q., Hu, H. & Sun, X., Jun 2025, In: IEEE Transactions on Knowledge and Data Engineering. p. 1-14Research output: Journal article publication › Journal article › Academic research › peer-review
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Analyzing and Optimizing Perturbation of DP-SGD Geometrically
Duan, J., Hu, H., Ye, Q. & Sun, X., Aug 2025, Proceedings - 2025 IEEE 41st International Conference on Data Engineering, ICDE 2025. IEEE Computer Society, p. 3439-3452 14 p. 11113137. (Proceedings - International Conference on Data Engineering).Research output: Chapter in book / Conference proceeding › Conference article published in proceeding or book › Academic research › peer-review
3 Link opens in a new tab Citations (Scopus)