publications

2026

1. Submitted

   

   Stacked optimal transport for echocardiogram video clustering

   Jun Zhu^*, Xiaxue Ouyang^*, Cheng Meng, and Jingyi Zhang

   2026
2. Submitted

   

   HiMAP: Hilbert Mass-Aligned Parameterization for Multivariate Barycenters and Fre\backslash’chet Regression

   Tao Wang, Qiannan Huang, Jun Zhu, and Cheng Meng

   arXiv preprint arXiv:2603.03674, 2026

   PDF

2025

1. TNNLS

   

   Efficient Variants of Wasserstein Distance in Hyperbolic Space via Space-Filling Curve Projection

   Tao Li, Cheng Meng, Hongteng Xu, and Jun Zhu (Authors are listed in alphabetical order.)

   IEEE Transactions on Neural Networks and Learning Systems, 2025

   DOI Bib HTML

   @article{li2025sfw,
     title = {Efficient Variants of {W}asserstein Distance in Hyperbolic Space via Space-Filling Curve Projection},
     author = {Li, Tao and Meng, Cheng and Xu, Hongteng and Zhu, Jun},
     journal = {IEEE Transactions on Neural Networks and Learning Systems},
     year = {2025},
     volume = {36},
     number = {9},
     pages = {16814--16824},
     doi = {10.1109/TNNLS.2025.3551275},
     url = {https://doi.org/10.1109/TNNLS.2025.3551275},
   }

2023

1. IJPRAI

   

   Graph Convolutional Neural Network with Multi-Scale Attention Mechanism for EEG-Based Motion Imagery Classification

   Jun Zhu, Qingshan Liu, and Chentao Xu

   International Journal of Pattern Recognition and Artificial Intelligence, 2023

   DOI Bib HTML

   @article{zhu2023eeggcn,
     title = {Graph Convolutional Neural Network with Multi-Scale Attention Mechanism for {EEG}-Based Motion Imagery Classification},
     author = {Zhu, Jun and Liu, Qingshan and Xu, Chentao},
     journal = {International Journal of Pattern Recognition and Artificial Intelligence},
     year = {2023},
     volume = {37},
     number = {14},
     pages = {2354020:1--2354020:19},
     doi = {10.1142/S0218001423540204},
     url = {https://doi.org/10.1142/S0218001423540204},
   }