职称：准聘教授
联系电话：
E-mail：jyliu@bit.edu.cn
通信地址：北京市海淀区北京理工大学中心教学楼
小我私家信息
刘金艳，准聘教授，国家级青年人才。于香港大学盘算机系获得博士学位（导师： Dr. Zhiyi Huang, Prof. Siu Ming Yiu），博士期间曾在Nanyang Technological University, Singapore (Host: Dr. Xiaohui Bei)和Georgia Institute of Technology, USA (Host: Dr. Rachel Cummings)访学。研究兴趣包罗但不限于人工智能中的隐私掩护与宁静防御，机械人的模型学习与数据驱动，数据资源的在线学习与机制设计，和多智能体的协同控制与博弈研究等。在盘算机科学的国际顶级聚会会议/期刊NeurIPS, AAAI, AI, WINE等发表多篇学术论文，主持国家自然科学基金青年项目，担任中国盘算机学会理论盘算机专业委员会执行委员，担任NeurIPS, AAAI，ICML, TKDE, ICLR, ITCS等盘算机聚会会议/期刊法式委员会成员或审稿人。获得人工智能国际顶会AAAI 2020唯一最佳学生论文奖。
每年计划招收1名博士研究生和3名硕士研究生，接待优秀本科生加入实验室科研，可推荐优秀学生赴外洋知名高校学习。
科研偏向
人工智能、具身智能、隐私宁静、博弈论等
代表性学术结果
1. Exploring Hyperbolic Hierarchical Structure for Multimodal Rumor Detection. The 2025 Conference on Empirical Methods in Natural Language Processing (Findings of EMNLP, THU-A类）2025. Md Mahbubur Rahman, Shufeng Hao, Chongyang Shi, An Lao and Jinyan Liu
2. Truthful High Dimensional Sparse Linear Regression. Liyang Zhu, Amina Manseur, Meng Ding, Jinyan Liu, Jinhui Xu, Di Wang. Advances in Neural Information Processing Systems (NeurIPS, CCF-A类), 2024.
3. Truthful and privacy-preserving generalized linear models. Yuan Qiu, Jinyan Liu and Di Wang. Information and Computation (IANDC, CCF-A类期刊),
4. Deep Graph Clustering With Triple Fusion Mechanism for Community Detection. IEEE Transactions on Computational Social Systems (TCSS，JCR-Q1期刊). Yuanchi Ma, Kaize Shi, Xueping Peng, Hui He, Peng Zhang, Jinyan Liu, Zhongxiang Lei, and Zhendong Niu.
5. Truthful Generalized Linear Models. Yuan Qiu, Jinyan Liu and Di Wang. The 18th Conference on Web and Internet Economics (WINE, CCF-A类), 2022.
6. Fair Division of Mixed Divisible and Indivisible Goods. Xiaohui Bei, Zihao Li, Jinyan Liu, Shengxin Liu and Xinhang Lu. Artificial Intelligence (AI, CCF-A类期刊), 2021.
7. Fair Division of Mixed Divisible and Indivisible Goods. Xiaohui Bei, Zihao Li, Jinyan Liu, Shengxin Liu and Xinhang Lu. Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI, CCF-A类), 2020. (最佳学生论文奖).
8. Learning Optimal Reserve Price against Non-myopic Bidders. Zhiyi Huang, Jinyan Liu and Xiangning Wang. Advances in Neural Information Processing Systems (NeurIPS, CCF-A类), 2018.
9. Optimal Differentially Private Algorithms for k-Means Clustering. Zhiyi Huang and Jinyan Liu. Proceeding of the ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Databases Systems (PODS, THU-A类), 2018.
肩负科研情况
2022.01-2024.12，国家自然科学基金青年项目，62102026，基于隐私掩护的拍卖机制和在线学习算法的研究，30万元，主持。
2020.11-2027.12，北京理工大学高条理人才科研启动计划（外洋高条理青年人才），100万元，主持。
所获奖励
人工智能国际顶会AAAI 2020最佳学生论文奖
北京理工大学优秀人才奖 2022
社会兼职
担任NeurIPS (CCF-A), AAAI (CCF-A), ICML (CCF-A), TKDE (CCF-A), ICLR (机械学习领域顶会)等盘算机科学国际顶级聚会会议/期刊的法式委员会成员或审稿人