Wenzhou Xia

Wenzhou Xia

PhD Student

Shanghai Jiao Tong University

Research Interests

Optimal Transport
Generative Models
Optimization

About

I am currently a third-year PhD student at the School of Mathematical Sciences, Shanghai Jiao Tong University, advised by Prof. Xiaoqun Zhang.

My current research focuses on Computational Optimal Transport and Generative Models (e.g. Flow Matching).

Selected Publications

View All โ†’

Dual-guided Hierarchical Edge Localization for Large-scale Optimal Transport Across Dimensions

Wenzhou Xia, Qiaoqiao Ding, Jingwei Liang, Xiaoqun Zhang

arXiv preprint arXiv:2609.13010

Code

A Memory-Efficient Hierarchical Algorithm for Large-scale Optimal Transport Problems

Wenzhou Xia, Ya-Nan Zhu, Jingwei Liang, Xiaoqun Zhang

The Fourteenth International Conference on Learning Representations

Code

News

2026-09

Our new preprint HELLO on large-scale optimal transport is released on arXiv ๐ŸŽ‰

2026-01

Our work HALO has been accepted by ICLR 2026 ๐ŸŽ‰

2024-09

Starting my PhD at Shanghai Jiao Tong University