School of Software,
Tsinghua University
Ph.D. Student
Email: ccj17@mails[dot]tsinghua[dot]edu[dot]cn
Address: East Main Building 10-406, Tsinghua University, Beijing, China
I am a final-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, especially visual analysis methods to improve training data quality. Prior to Tsinghua University, I reveived my B.S. in Electronic Engineering from USTC.
| Google Scholar Profile |
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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, 2021 Vol. 27(9): 3701-3716 [video] [code] [bib] |
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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] [slides] [bib] |
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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] |
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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] |
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Recent Research Advances on Interactive Machine Learning
Liu Jiang, Shixia Liu, Changjian Chen Journal of Visualization, 2019 Vol. 22: 401-417 [bib] |
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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] |
| 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 of USTC |
| 09/2015 | Outstanding student scholarship (top-5 in Class of Excellence for Info. Tech.) of USTC |
| 09/2014 | First-class outstanding student scholarship of USTC |
| 2021 | Reviewer for IEEE VIS |
| 2020 | Reviewer for JoVI |
| 2018-2019 | Reviewer for ChinaVis |
| 2017-2020 | Tearch assistant for class Information Visualization and Visual Analytics |
Last updated on May. 29th, 2021.