Publications

• Bisection Grover’s Search Algorithm and Its Application in Analyzing CITE-seq Data

Ping Ma#, Yongkai Chen#, Haoran Lu, Wenxuan Zhong

Journal of the American Statistical Association, 2024. [PDF]

• Decreased GABA levels during development result in increased connectivity in the larval zebrafish tectum

Yang Liu#, Yongkai Chen#, Carly R. Duffy#, Ariel J. VanLeuven, John Branson Byers, Hannah C. Schriever, Rebecca E. Ball et al.

bioRxiv, 2024.[PDF]

• Bayesian Knowledge Distillation: A Bayesian Perspective of Distillation with Uncertainty Quantification

Luyang Fang#, Yongkai Chen#, Wenxuan Zhong, and Ping Ma

In Forty-first International Conference on Machine Learning, 2024. [PDF]

• Orthogonal multimodality integration and clustering in single-cell data

Yongkai Chen#, Yufang Liu#, Haoran Lu, Wenxuan Zhong, Guo-Cheng Yuan, and Ping Ma.

BMC bioinformatics, 2024. [PDF]

• Elucidating Dynamic Cell Lineages and Gene Networks in Time-Course Single Cell Differentiation

Mengrui Zhang#, Yongkai Chen#, Dingyi Yu, Wenxuan Zhong, Jingyi Zhang, Ping Ma

Artificial Intelligence in the Life Sciences, 2023. [PDF]

• Asymptotic Analysis of Sampling Estimators for Randomized Numerical Linear Algebra Algorithms

Ping Ma, Yongkai Chen, Xinlian Zhang, Xin Xing, Jingyi Ma, Michael W. Mahoney

Journal of Machine Learning Research, 2022. [PDF]

• Smoothing splines approximation using Hilbert curve basis selection

Cheng Meng, Jun Yu, Yongkai Chen, Wenxuan Zhong, Ping Ma

Journal of Computational and Graphical Statistics, 2022 published. [PDF]

• Ensemble machine learning approach for screening of coronary heart disease based on echocardiography and risk factors

Jingyi Zhang, Huolan Zhu, Yongkai Chen, Huimin Cheng, Yi Li, Wenxuan Zhong, Fang Wang

BMC Medical Informatics and Decision Making, published. [PDF]

• Drug screening with zebrafish visual behavior identifies carvedilol as a potential treatment for an autosomal dominant form of retinitis pigmentosa

Ganzen, Logan, Mee Jung Ko, Mengrui Zhang, Rui Xie, Yongkai Chen, Liyun Zhang, Rebecca James, Jeff Mumm, Richard M. van Rijn, Wenxuan Zhong, Chi Pui Pang, Mingzhi Zhang, Motokazu Tsujikawa and Yuk Fai Leung Scientific reports, 2021, published. [PDF]

• Best Subset Selection: Statistical Computing Meets Quantum Computing

Zhong, Wenxuan, Yuan Ke, Ye Wang, Yongkai Chen, Jinyang Chen, and Ping Ma

arXiv:2107.08359 (2021). [PDF]