教育经历

2010.09 - 2014.06 本科，北京航空航天大学，数学科学学院

2014.09 - 2019.07 博士，清华大学，数学科学系

工作经历

2019.07 - 2021.07 博士后，清华大学，丘成桐数学科学中心

2021.08 至今 讲师，中国人民大学，数学学院

科研成果

Xiuqiong Chen, Zeju Sun, Yangtianze Tao, Stephen S.-T. Yau, A uniform framework of Yau-Yau algorithm based on deep learning with the capability of overcoming the curse of dimensionality, IEEE Transactions on Automatic Control, 2024, to appear, DOI: 10.1109/TAC.2024.3424628.

Zeju Sun, Xiuqiong Chen, Stephen S.-T. Yau, Recurrent neural network spectral method and its application in stable filtering problems, Automatica, to appear.

Xiuqiong Chen, Jiayi Kang, Stephen S.-T. Yau, Continuous discrete optimal transportation particle filter, Asian Journal of Mathematics, to appear.

Xiuqiong Chen, Jiayi Kang, Stephen S.-T. Yau, Time-varying feedback particle filter, Automatica, 2024, 167:111740.

Xiuqiong Chen, Yangtianze Tao and Wenjie Xu, Stephen S.-T. Yau, Recurrent neural networks are universal approximators with stochastic inputs, IEEE Transactions on Neural Networks and Learning Systems, 2023, 34(10): 7992-8006.

Xiuqiong Chen, Stephen S.-T. Yau, On the stability of linear feedback particle filter, Asian Journal of Mathematics, Vol. 27, No. 1 (2023), 95-120.

Xiuqiong Chen, Xue Luo, Ji Shi, Stephen S.-T. Yau, General convergence result for continuous-discrete feedback particle filter, International Journal of Control, Vol. 95, No. 11(2022), 2972-2986.

Xiuqiong Chen, Jiayi Kang, Mina Teicher, Stephen S.-T. Yau, A new linear regression Kalman filter with symmetric samples, Symmetry, Vol. 13, No. 11 (2021), 1-13.

Xiuqiong Chen, Ji Shi, Stephen S.-T. Yau, Real-time solution of time-varying Yau filtering problems via direct method and Gaussian approximation, IEEE Transactions on Automatic Control, 2019, 64(4): 1648-1654.

Xiuqiong Chen, Wenhui Dong, A survey of direct methods for Yau filtering systems, Communications in Information and Systems, 2019, 19(2), 167-191.

荣誉获奖

博士后入选清华大学“水木学者”计划。