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
(* = equal contribution)
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, 2020 vol. 50(6): 794-812
Recent Research Advances on Interactive Machine Learning
Liu Jiang, Shixia Liu, Changjian Chen
Journal of Visualization, 2019 Vol. 22: 401-417
An Interactive Method 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.