您现在的位置是: 刘金艳

硕士生导师

姓名:刘金艳
所在学科:计算机科学与技术
职称:预聘助理教授(特别副研究员)、硕士生导师
联系电话:
E-mail:jyliu@bit.edu.cn
通信地址:北京市海淀区中关村南大街5号信息中心401

个人信息

刘金艳,预聘助理教授,特别副研究员,硕士生导师。于香港大学计算机系获得博士学位(导师:黄志毅副教授,姚兆明教授),博士期间在新加坡南洋理工大学和美国佐治亚理工学院访学。主要研究方向为理论计算机,包括隐私保护、学习算法、算法博弈论和公平分配等,在计算机顶级会议/期刊NeurIPS, AAAI, AI, PODS等发表多篇学术论文,获得AAAI 2020最佳学生论文奖。招收硕士研究生,也欢迎优秀本的科生加入实验室。


科研方向

隐私保护,算法博弈论,机器学习,公平分配


代表性学术成果

o Fair Division of Mixed Divisible and Indivisible Goods, joint work with Xiaohui Bei, Zihao Li, Shengxin Liu and Xinhang Lu, in Artificial Intellegence (AI), 2021.

o Fair Division of Mixed Divisible and Indivisible Goods, joint work with Xiaohui Bei, Zihao Li, Shengxin Liu and Xinhang Lu, in Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI), 2020. (Outstanding Student Paper Award).

o Privacy-preserving Crowd-guided AI Decision-making in Ethical Dilemmas , joint work with Teng Wang, Jun Zhao, Han Yu, Xinyu Yang, Xuebing Ren, and Shuyu Shi, in Twenty-Eighth ACM International Conference on Information and Knowledge Management (CIKM), 2019.

o Learning Optimal Reserve Price against Non-myopic Bidders, joint work with Zhiyi Huang and Xiangning Wang, in Advances in Neural Information Processing Systems (NeurIPS), 2018.

o Optimal Differentially Private Algorithms for k-Means Clustering , joint work with Zhiyi Huang, in Proceeding of the ACM SIGMOD-SIGACT-SIGAI Symposium on Principles of Databases Systems (PODS), 2018.


承担科研情况

所获奖励


AAAI 2020 最佳学生论文奖

社会兼职

NeurIPS, TKDE, ICLR, ESA, ISAAC, ITCS, FAW, TPDP等计算机会议/期刊审稿。


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