Xinrui Zu | CI Robot Learning Lab

MSc Xinrui Zu
PhD Student
x.zu@vu.nl
https://zuxinrui.github.io

I am a PhD student jointly involved in the Computational Intelligence Group and the Quantitative Data Analytics Group at Vrije University Amsterdam, Netherlands, where I am supervised by Dr. Kevin Sebastian Luck and Dr. Shujian Yu. Previously, I was a research assistant at the Department of Imaging Physics, TU Delft, Netherlands, where I was supervised by Dr. Qian Tao and worked on Generative Models, Unsupervised Learning, Machine Learning theories, etc. I finished my MSc at Robotics and Mechatronics group, University of Twente, with my thesis focusing on diffusion-based generative models. I did my bachelors at Fudan University, majored in Theoretical and Applied Mechanics.

Keywords: (Deep) Reinforcement Learning, Robot Learning, Unsupervised Learning, Information Theory

Publications

2022

ICML

SpaceMAP: Visualizing High-Dimensional Data by Space Expansion

Xinrui Zu, and Qian Tao

In Proceedings of the 39th International Conference on Machine Learning, 17–23 jul 2022

Bib PDF

@inproceedings{pmlr-v162-zu22a,
  title = {{S}pace{MAP}: Visualizing High-Dimensional Data by Space Expansion},
  author = {Zu, Xinrui and Tao, Qian},
  booktitle = {Proceedings of the 39th International Conference on Machine Learning},
  pages = {27707--27723},
  year = {2022},
  editor = {Chaudhuri, Kamalika and Jegelka, Stefanie and Song, Le and Szepesvari, Csaba and Niu, Gang and Sabato, Sivan},
  volume = {162},
  series = {Proceedings of Machine Learning Research},
  month = {17--23 Jul},
  publisher = {PMLR},
  url = {https://proceedings.mlr.press/v162/zu22a.html},
}