Wenxuan Zhong

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 18

Top Topics

Anomaly Detection

Kernel Density Estimation

Coronary Heart Disease

Top Venues

J. Comput. Graph. Stat.

Publications

Yufang Liu, Yongkai Chen, Haoran Lu, Wenxuan Zhong, Guo-Cheng Yuan, Ping Ma
Orthogonal multimodality integration and clustering in single-cell data. BMC Bioinform. 25 (1) (2024)
Shushan Wu, Luyang Fang, Jinan Zhang, T. N. Sriram, Stephen James Coshatt, Feraidoon Zahiri, H. Alan Mantooth, Jin Ye, Wenxuan Zhong, Ping Ma, WenZhan Song
Unsupervised Anomaly Detection and Diagnosis in Power Electronic Networks: Informative Leverage and Multivariate Functional Clustering Approaches. IEEE Trans. Smart Grid 15 (2) (2024)
Jingyi Zhang, Cheng Meng, Jun Yu, Mengrui Zhang, Wenxuan Zhong, Ping Ma
An Optimal Transport Approach for Selecting a Representative Subsample with Application in Efficient Kernel Density Estimation. J. Comput. Graph. Stat. 32 (1) (2023)
Shushan Wu, Huimin Cheng, Jiazhang Cai, Ping Ma, Wenxuan Zhong
Subsampling in Large Graphs Using Ricci Curvature. ICLR (2023)
Cheng Meng, Jun Yu, Yongkai Chen, Wenxuan Zhong, Ping Ma
Smoothing Splines Approximation Using Hilbert Curve Basis Selection. J. Comput. Graph. Stat. 31 (3) (2022)
Xin Xing, Rui Xie, Wenxuan Zhong
Model-based sparse coding beyond Gaussian independent model. Comput. Stat. Data Anal. 166 (2022)
Jun Yu, Huimin Cheng, Jinan Zhang, Qi Li, Shushan Wu, Wenxuan Zhong, Jin Ye, Wen-Zhan Song, Ping Ma
CONGO²: Scalable Online Anomaly Detection and Localization in Power Electronics Networks. IEEE Internet Things J. 9 (15) (2022)
Jingyi Zhang, Huolan Zhu, Yongkai Chen, Chenguang Yang, Huimin Cheng, Yi Li, Wenxuan Zhong, Fang Wang
Ensemble machine learning approach for screening of coronary heart disease based on echocardiography and risk factors. BMC Medical Informatics Decis. Mak. 21 (1) (2021)
Cheng Meng, Yuan Ke, Jingyi Zhang, Mengrui Zhang, Wenxuan Zhong, Ping Ma
Large-scale optimal transport map estimation using projection pursuit. CoRR (2021)
Jingyi Zhang, Huolan Zhu, Yongkai Chen, Chenguang Yang, Huimin Cheng, Yi Li, Wenxuan Zhong, Fang Wang
Ensemble machine learning approach for screening of coronary heart disease based on echocardiography and risk factors. CoRR (2021)
Cheng Meng, Rui Xie, Abhyuday Mandal, Xinlian Zhang, Wenxuan Zhong, Ping Ma
LowCon: A Design-based Subsampling Approach in a Misspecified Linear Model. J. Comput. Graph. Stat. 30 (3) (2021)
Cheng Meng, Jun Yu, Jingyi Zhang, Ping Ma, Wenxuan Zhong
Sufficient dimension reduction for classification using principal optimal transport direction. CoRR (2020)
Xin Xing, Meimei Liu, Ping Ma, Wenxuan Zhong
Minimax Nonparametric Parallelism Test. J. Mach. Learn. Res. 21 (2020)
Cheng Meng, Jun Yu, Jingyi Zhang, Ping Ma, Wenxuan Zhong
Sufficient dimension reduction for classification using principal optimal transport direction. NeurIPS (2020)
Jingyi Zhang, Wenxuan Zhong, Ping Ma
A Review on Modern Computational Optimal Transport Methods with Applications in Biomedical Research. CoRR (2020)
Cheng Meng, Yuan Ke, Jingyi Zhang, Mengrui Zhang, Wenxuan Zhong, Ping Ma
Large-scale optimal transport map estimation using projection pursuit. NeurIPS (2019)
Rui Xie, Zengyan Wang, Shuyang Bai, Ping Ma, Wenxuan Zhong
Online Decentralized Leverage Score Sampling for Streaming Multidimensional Time Series. AISTATS (2019)
Xiaoxiao Sun, David Dalpiaz, Di Wu, Jun S. Liu, Wenxuan Zhong, Ping Ma
Statistical inference for time course RNA-Seq data using a negative binomial mixed-effect model. BMC Bioinform. 17 (2016)
Wenxuan Zhong, Kenneth S. Suslick
Matrix Discriminant Analysis With Application to Colorimetric Sensor Array Data. Technometrics 57 (4) (2015)
Wenxuan Zhong, Peng Zeng, Ping Ma, Jun S. Liu, Michael Yu Zhu
RSIR: regularized sliced inverse regression for motif discovery. Bioinform. 21 (22) (2005)