Xiuheng Wang
Associate Professor at South China University of Technology
Guangzhou International Campus, 511436, China.
I am an associate professor at School of Future Technology, South China University of Technology, China, working with Human-centered AI Lab.
Before that, I was a postdoctoral researcher during 2024-2026 at Centre national de la recherche scientifique, France, working with Dr. Ricardo Borsoi. I obtained my Ph.D. in Electrical Engineering in 2024 at Laboratoire Lagrange, Université Côte d’Azur, France, under the supervision of Prof. Cédric Richard. I received my master degree in 2021 under the supervision of Prof. Jie Chen, from Northwestern Polytechnical University, China, where I also received my bachelor degree in 2018.
My research interests lie at the intersection of artificial intelligence and signal processing, with special attention to
- Deep generative models
- Change point detection
- Optimization (on manifolds)
and their applications to hyperspectral imaging and distributed acoustic sensing.
A formal biography is available here.
News
| Jun, 2026 | I have started my work at Human-centered AI Lab, South China University of Technology. |
|---|---|
| Jan, 2026 | Our paper Anisotropic Tensor Deconvolution of Hyperspectral Images has been accepted to ICASSP 2026. |
| Dec, 2025 | A new preprint Distributed Riemannian Optimization in Geodesically Non-convex Environments is available online. |
| Aug, 2025 | We are presenting a tutorial on Integration of Physics-Based and Data-Driven Models for Parameter Estimation with Jie Chen and Ziye Yang at IEEE MLSP 2025. |
| May, 2025 | Our paper Riemannian Change Point Detection on Manifolds with Robust Centroid Estimation has been accepted to EUSIPCO 2025. |
| May, 2025 | Our paper Riemannian Diffusion Adaptation for Distributed Optimization on Manifolds has been accepted to ICML 2025. |
| Oct, 2024 | I have started my work at Université de Lorraine, and my email address with the domain @oca.eu will no longer be available. The best way to contact me is by Gmail. |
| Jul, 2024 | I have been granted 2023 Chinese government award for outstanding self-financed students abroad. This is the highest award for Chinese students overseas, 1 of 650 globally. |
| Jun, 2024 | I have successfully defended my Ph.D. thesis, entitled Joint Modeling and Learning Approaches for Hyperspectral Imaging and Changepoint Detection, one milestone in my life!  |
| May, 2024 | Our paper Non-parametric Online Change Point Detection On Riemannian manifolds has been accepted to ICML 2024. |