近年来，以第一作者（或同等贡献/通讯作者）在 CRYPTO 2015（美密会，国际密码学领域顶会，北航首篇）、IEEE Transactions on Information Forensics and Security（中国计算机学会推荐A类期刊、Q1区）、Information Sciences（Q1区）、Fuzzy Sets and Systems（Q1区）、Computers & Electrical Engineering、IET Information Security、Indocrypt 2015、ICITS 2013等重要会议和期刊上发表高质量学术论文20余篇，申请发明专利4项，主持国家自然科学基金面上项目、国家自然科学基金青年基金项目、北京市自然科学基金面上项目、软件开发环境国家重点实验室自主研究课题、密码科学技术国家重点实验室开放课题、中央高校基本科研项目等，作为项目骨干参与国家重点研发计划等。指导的研究生获第六届全国密码技术竞赛一等奖、北京市普通高校优秀毕业生等荣誉。发表的主要论文如下： 1. Yevgeniy Dodis, Yanqing Yao. Privacy with Imperfect Randomness. CRYPTO (2) 2015, vol. 9216, pages 463-482. ( EI, 按姓氏排序, 国际密码学领域顶会, 北航首篇, CCF：A类) 2. Yanqing Yao, Zhoujun Li. Differential Privacy With Bias-Control Limited Sources. IEEE Transactions on Information Forensics and Security, 2018, 13(5): 1230-1241. (SCI, JCR分区: Q1, IF: 6.211, CCF：A类) 3. Yanqing Yao, Zhoujun Li, Hua Guo. A unified framework of identity-based sequential aggregate signatures from 2-level HIBE schemes. Information Sciences, 2020, 516: 505-514. (SCI, JCR分区: Q1, IF: 5.524, CCF：B类) 4.Yanqing Yao, Zhengde Zhai, Jianwei Liu, Zhoujun Li. Lattice-Based Key-Aggregate (Searchable) Encryption in Cloud Storage. IEEE Access, 2019, 7: 164544-164555. (SCI, JCR分区: Q1, IF: 4.098) 5.Yanqing Yao. A Generalized Constraint of Privacy: α-Mutual Information Security. IEEE Access, 2019, 7: 36122-36131. (SCI, JCR分区: Q1, IF: 4.098) 6.Yanqing Yao, Jusheng Mi, Zhoujun Li. A novel variable precision (θ,σ)-fuzzy rough set model based on fuzzy granules. Fuzzy Sets and Systems, 2014, 236(1): 58-72. (SCI, 计算机领域 JCR分区: Q1, IF: 2.907) 7.Yanqing Yao, Jusheng Mi, Zhoujun Li. Attribute reduction based on generalized fuzzy evidence theory in fuzzy decision systems. Fuzzy Sets and Systems, 2011, 170(1): 64-75. (SCI, JCR分区: Q1，IF: 2.907) 8.Yanqing Yao, Zhoujun Li. Security of Weak Secrets based Cryptographic Primitives via the Rényi Entropy. IET Information Security, 2016, 10(6): 442-450. (SCIE，JCR分区：Q3, IF: 0.949，中国密码学会：B类) 9.Yanqing Yao, Zhoujun Li. A novel fuzzy identity based signature scheme based on the short integer solution problem. Computers & Electrical Engineering, 2014, 40(6): 1930-1939. (SCIE, JCR分区: Q2, IF: 2.189) 10.Yanqing Yao, Jusheng Mi, Zhoujun Li, Bin Xie. The construction of fuzzy concept lattices based on (θ,σ)-fuzzy rough approximation operators. Fundamenta Informaticae, 2011, 111(1): 33-45. (SCIE, JCR分区: Q2, IF: 1.204) 11.Hua Guo, Chang Xu, Zhoujun Li, Yanqing Yao, Yi Mu. Efficient and dynamic key management for multiple identities in identity-based systems. Information Sciences, 2013, 221: 579-590. (SCI, JCR分区: Q1, IF: 5.524，CCF：B 类) 12.Xuefeng Xu, Yanqing Yao, Lei Cheng. Deep Learning Algorithms Design and Implementation Based on Differential Privacy. ML4CS (1) 2020: 317-330. (EI) 13.Xianfu Cheng, Yanqing Yao, Ao Liu. An Improved Privacy-Preserving Stochastic Gradient Descent Algorithm. ML4CS (1) 2020: 340-354. (EI) 14.Ao Liu, Yanqing Yao, Xianfu Cheng. Recommender Systems with Condensed Local Differential Privacy. ML4CS (1) 2020: 355-365. (EI) 15.Yanqing Yao, Zhoujun Li. Non-Malleable Extractors with Shorter Seeds and Their Applications. Indocrypt 2015, vol. 9462, pages 293-311. (EI) 16.Yanqing Yao, Zhoujun Li. Overcoming Weak Expectations via the Rényi Entropy and the Expanded Computational Entropy. Information Theoretic Security-7 International Conference, ICITS 2013, vol. 8317, pages 162-178. (EI) 17.Yanqing Yao, Zhoujun Li, Hua Guo. A Novel Nonlinear Network Coding Signature Scheme Determined by the SIS Problem. International Journal of Security and Its Applications, 2012, 6(2): 403-408. (EI) 18.Yanqing Yao, Jusheng Mi. Fuzzy concept lattices determined by (θ, σ)-fuzzy rough approximation operators. Rough Sets and Knowledge Technology-4th International Conference, RSKT 2009, vol. 5589, pages 601-609. (EI) 19.姚燕青, 李舟军. 基于非完美随机源的密码学原语的安全性综述.信息安全学报，2016, 1(2): 28-35. 20.姚燕青, 米据生. 直觉：系幕旌系サ靼. 计算机科学，2010, 37(1): 251-257, 274. (原文被评为CRSSC-CWI-CGrC’ 2009优秀学生论文) |
