Jingyi Zhang

According to our database, Jingyi Zhang authored at least 9 papers between 2019 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of three.

2024

CPS Attack Detection under Limited Local Information in Cyber Security: An Ensemble Multi-Node Multi-Class Classification Approach.

Junyi Liu, Yifu Tang, Haimeng Zhao, Xieheng Wang, Fangyu Li, Jingyi Zhang

ACM Trans. Sens. Networks, March, 2024

Nonparametric Additive Models for Billion Observations.

Mengyu Li, Jingyi Zhang, Cheng Meng

J. Comput. Graph. Stat., 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

Classification Using Deep Transfer Learning on Structured Healthcare Data.

Ayda Farhadi, David Chen, Rozalina G. McCoy, Christopher Scott, Ping Ma, Celine M. Vachon, Jingyi Zhang, Che Ngufor, John A. Miller

Proceedings of the IEEE Symposium Series on Computational Intelligence, 2023

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

High resolution 3D terrestrial LiDAR for cotton plant main stalk and node detection.

Shangpeng Sun, Changying Li, Peng W. Chee, Andrew H. Paterson, Cheng Meng, Jingyi Zhang, Ping Ma, Jon S. Robertson, Jeevan Adhikari

Comput. Electron. Agric., 2021

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