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

Publications

Google Scholar Profile
Interactive Graph Construction for Graph-Based Semi-Supervised Learning
Changjian Chen, Zhaowei Wang, Jing Wu, Xiting Wang, Lan-Zhe Guo, Yu-Feng Li, Shixia Liu
IEEE Transactions on Visualization and Computer Graphics (accepted)
[video] [code] [bib]
A Survey of Visual Analytics Techniques for Machine Learning
Jun Yuan, Changjian Chen, Weikai Yang, Mengchen Liu, Jiazhi Xia, Shixia Liu
Computational Visual Media, 2021, vol. 7(1): 3-36
[bib]
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, 2021 Vol. 27(7): 3335-3349
[video] [code] [bib]
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
[bib]
Recent Research Advances on Interactive Machine Learning
Liu Jiang, Shixia Liu, Changjian Chen
Journal of Visualization, 2019 Vol. 22: 401-417
[bib]
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
[video] [bib]

Honors and Awards

09/2020 First-class outstanding student scholarship of Tsinghua University
09/2019 Second-class outstanding student scholarship of Tsinghua University
09/2016 Seagate outstanding student scholarship
09/2015 National Endeavor Fellowship
09/2014 First-class outstanding student scholarship of USTC

Acknowledgement

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

Last updated on May. 29th, 2021.