Hello, i am
Xiong Zhe
(熊哲)

Shanghai Jiao Tong University

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about me

I am a Ph.D student of Institute of Natural Sciences, Shanghai Jiao Tong University. My research is focused on Optimal Transport, Medical Image Processing, Machine Learning and Generative Models.

I have 4 papers about Optimal Transport, Normalizing Flow, ODE-based Models.

phone

+65 13262619639

school email

aristotle-x@sjtu.edu.cn

website

bearx666.github.io
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education

2020 - Present

Institute of Natural Sciences,
Shanghai Jiao Tong University, Shanghai, China

Ph.D in Applied Mathematics

Research in optimal transport, image transfer, and machine learning under the supervise of Prof. Xiaoqun Zhang.

2024 - 2025

Faculty of Science,
National University of Singapre, Queenstown, Singapre

CSC Visiting Student in Applied Mathematics

Research in Image processing and Language models under the supervise of Prof. Hui Ji and Prof. Zuowei Shen.

2016 - 2020

Zhiyuan College,
Shanghai Jiao Tong University, Shanghai, China

B.S in Zhiyuan Honors, Mathematics

Research in applied Mathematics under the supervise of Prof. Xiaoqun Zhang.

Publication

1. Xiong, Zhe, Lei Li, Ya-Nan Zhu, and Xiaoqun Zhang. "On the Convergence of Continuous and Discrete Unbalanced Optimal Transport Models for 1-Wasserstein Distance." SIAM Journal on Numerical Analysis 62, no. 2 (2024): 749-774. 2. Xiong, Zhe, Qiaoqiao Ding, Yuzhong Zhao, and Xiaoqun Zhang. "PET-3DFlow: A Normalizing Flow Based Method for 3D PET Anomaly Detection." In International Workshop on Computational Mathematics Modeling in Cancer Analysis, pp. 91-100. Cham: Springer Nature Switzerland, 2023. 3. Xiong, Zhe, Qiaoqiao Ding, and Xiaoqun Zhang. "SyMOT-Flow: Learning optimal transport flow for two arbitrary distributions with maximum mean discrepancy." arXiv preprint arXiv:2308.13815 (2023). 4. Xiong, Zhe, Qiaoqiao Ding, and Xiaoqun Zhang. "Bi-modality Images Transfer with a Discrete Process Matching Method." arXiv preprint arXiv:2409.03977.