Wenxuan Zhong

According to our database, Wenxuan Zhong authored at least 18 papers between 2005 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Orthogonal multimodality integration and clustering in single-cell data.

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

BMC Bioinform., December, 2024

Unsupervised Anomaly Detection and Diagnosis in Power Electronic Networks: Informative Leverage and Multivariate Functional Clustering Approaches.

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

IEEE Trans. Smart Grid, 2024

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

Luyang Fang, Yongkai Chen, Wenxuan Zhong, Ping Ma

Proceedings of the Forty-first International Conference on Machine Learning, 2024

2023

An Optimal Transport Approach for Selecting a Representative Subsample with Application in Efficient Kernel Density Estimation.

Jingyi Zhang, Cheng Meng, Jun Yu, Mengrui Zhang, Wenxuan Zhong, Ping Ma

J. Comput. Graph. Stat., January, 2023

Subsampling in Large Graphs Using Ricci Curvature.

Shushan Wu, Huimin Cheng, Jiazhang Cai, Ping Ma, Wenxuan Zhong

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Smoothing Splines Approximation Using Hilbert Curve Basis Selection.

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

J. Comput. Graph. Stat., July, 2022

CONGO²: Scalable Online Anomaly Detection and Localization in Power Electronics Networks.

Jun Yu, Huimin Cheng, Jinan Zhang, Qi Li, Shushan Wu, Wenxuan Zhong, Jin Ye, Wen-Zhan Song, Ping Ma

IEEE Internet Things J., 2022

Model-based sparse coding beyond Gaussian independent model.

Xin Xing, Rui Xie, Wenxuan Zhong

Comput. Stat. Data Anal., 2022

2021

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

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

BMC Medical Informatics Decis. Mak., 2021

LowCon: A Design-based Subsampling Approach in a Misspecified Linear Model.

Cheng Meng, Rui Xie, Abhyuday Mandal, Xinlian Zhang, Wenxuan Zhong, Ping Ma

J. Comput. Graph. Stat., 2021

2020

Minimax Nonparametric Parallelism Test.

Xin Xing, Meimei Liu, Ping Ma, Wenxuan Zhong

J. Mach. Learn. Res., 2020

A Review on Modern Computational Optimal Transport Methods with Applications in Biomedical Research.

Jingyi Zhang, Wenxuan Zhong, Ping Ma

CoRR, 2020

Sufficient dimension reduction for classification using principal optimal transport direction.

Cheng Meng, Jun Yu, Jingyi Zhang, Ping Ma, Wenxuan Zhong

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

2019

Large-scale optimal transport map estimation using projection pursuit.

Cheng Meng, Yuan Ke, Jingyi Zhang, Mengrui Zhang, Wenxuan Zhong, Ping Ma

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Online Decentralized Leverage Score Sampling for Streaming Multidimensional Time Series.

Rui Xie, Zengyan Wang, Shuyang Bai, Ping Ma, Wenxuan Zhong

Proceedings of the 22nd International Conference on Artificial Intelligence and Statistics, 2019

2016

Statistical inference for time course RNA-Seq data using a negative binomial mixed-effect model.

Xiaoxiao Sun, David Dalpiaz, Di Wu, Jun S. Liu, Wenxuan Zhong, Ping Ma

BMC Bioinform., 2016

2015

Matrix Discriminant Analysis With Application to Colorimetric Sensor Array Data.

Wenxuan Zhong, Kenneth S. Suslick

Technometrics, 2015

2005

RSIR: regularized sliced inverse regression for motif discovery.

Wenxuan Zhong, Peng Zeng, Ping Ma, Jun S. Liu, Michael Yu Zhu

Bioinform., 2005