I am an assistant processor in Hunan University. I received my Ph.D. degree from Tsinghua University, advised by Prof. Shixia Liu. Before that, I reveived my B.S. in Electronic Engineering from University of Science and Technology of China. My research interest focuses on visual analytics and machine learning, especially visual analysis methods to improve training data quality.
๐ฅ News
- 2023.10: ย ๐๐ I gave a gust talk at HKUST VIS lab.
- 2023.08: ย ๐๐ Three papers are accepted by IEEE VIS.
๐ Publications
Changjian Chen, Yukai Guo, Fengyuan Tian, Shilong Liu, Weikai Yang, Zhaowei Wang, Jing Wu, Hang Su, Hanspeter Pfister, Shixia Liu.
IEEE VIS (to be appear).
Yuxing Zhou, Weikai Yang, Jiashu Chen, Changjian Chen, Zhiyang Shen, Xiaonan Luo, Lingyun Yu, Shixia Liu.
IEEE VIS (to be appear).
VideoPro: A Visual Analytics Approach for Interactive Video Programming
Jianben He, Xingbo Wang, Kam Kwai Wong, Xijie Huang, Changjian Chen, Zixin Chen, Fengjie Wang, Min Zhu, Huamin Qu.
IEEE VIS (to be appear).
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CCF CAD/CG (to be appear).
Towards Better Caption Supervision for Object Detection
Changjian Chen, Jing Wu, Xiaohan Wang, Shouxing Xiang, Song-Hai Zhang, Qifeng Tang, Shixia Liu.
IEEE Transactions on Visualization and Computer Graphics, 2022 Vol. 28(4): 1941-1954.
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.
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.
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.
An Interactive Feature Selection Method Based on Learning-from-Crowds
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.
๐ Honors and Awards
- 2022.06 Outstanding Graduates, School of Software, Tsinghua University.
- 2021.09 First-class outstanding student scholarship, Tsinghua University.
- 2020.09 First-class outstanding student scholarship, Tsinghua University.
- 2019.09 Second-class outstanding student scholarship, Tsinghua University.
- 2016.09 Seagate outstanding student scholarship, USTC.
- 2015.09 Outstanding student scholarship (top-5 in Class of Excellence for Info. Tech.), USTC.
- 2014.09 First-class outstanding student scholarship of USTC, USTC.
๐ Services
- PC member
- PacificVis (Journal Track, 2023)
- IEEE VIS (2023)
- ChinaVis (2022, 2023)
- Reviewer AIIM (2022), IEEE TVCG (2022, 2023), IUI (2022), IEEE VIS (2021, 2022), JoVI (2020), ChinaVis (2018, 2019)
- Teach assistant Information Visualization and Visual Analytics (2018, 2019, 2020, 2021)
๐ฌ Invited Talks
- 2023.10, Guest talk @HKUST VIS lab.
- 2023.05, Guest talk @GAMES | [video].