I am a third-year Ph.D. student in the School of Software at Tsinghua University, advised by Prof. Shixia Liu. My research interest focuses on interactive machine learning. Prior to Tsinghua University, I reveived my B.S. in Electronic Engineering from USTC.


Publications

Google Scholar Profile
A Survey of Visual Analytics Techniques for Machine Learning
Jun Yuan, Changjian Chen, Weikai Yang, Mengchen Liu, Jiazhi Xia, Shixia Liu
Computational Visual Media (accepted)
OoDAnalyzer: Interactive Analysis of Out-of-Distribution Samples
Changjian Chen*, Jun Yuan*, Yafeng Lu, Yang Liu, Hang Su, Songtao Yuan, and Shixia Liu
IEEE Transactions on Visualization and Computer Graphics (accepted)
[project] [demo] [code]
An Interactive Feature Selection Method Based on Learning-from-Crowds (in Chinese)
Changjian Chen, Liu Jiang, Na Lei, Shixia Liu
SCIENTIA SINICA Informationis (accepted)
Recent Research Advances on Interactive Machine Learning
Liu Jiang, Shixia Liu, Changjian Chen
Journal of Visualization, 2019 Vol. 22: 401-417
An Interactive Methond to Improve Crowdsourced Annotations
Shixia Liu, Changjian Chen, Yafeng Lu, Fangxin Ouyang, Bin Wang
IEEE Transactions on Visualization and Computer Graphics, 2019 Vol. 25(1): 235-245
[demo]

Honors and Awards

09/2019 Tung OOCL scholarship
09/2016 Seagate outstanding student scholarship
09/2015 National Endeavor Fellowship
09/2014 First-class outstanding student scholarship of USTC

Miscellaneous

This is a reading list for explainable machine learning.

Acknowledgement

This webpage design was "stolen" from Peiyun Hu. Special thanks to him!


Last updated on May. 29th, 2020.