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.

๐Ÿ”ฅ News

  • 2023.10: ย ๐ŸŽ‰๐ŸŽ‰ I gave a gust talk at HKUST VIS lab.
  • 2023.08: ย ๐ŸŽ‰๐ŸŽ‰ Three papers are accepted by IEEE VIS.

๐Ÿ“ Publications

IEEE VIS 2023
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A Unified Interactive Model Evaluation for Classification, Object Detection, and Instance Segmentation in Computer Vision

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).

Video | Code

IEEE VIS 2023
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Cluster Aware Grid Layout

Yuxing Zhou, Weikai Yang, Jiashu Chen, Changjian Chen, Zhiyang Shen, Xiaonan Luo, Lingyun Yu, Shixia Liu.

IEEE VIS (to be appear).

Video | Code

IEEE VIS 2023
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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).

CAD/CG 2023
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CCF CAD/CG (to be appear).

IEEE TVCG 2022
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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.

Video | Code

IEEE TVCG 2021
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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

IEEE TVCG 2021
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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

CVM 2021
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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.

SCIENTIA 2020
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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.

JoV 2019
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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.

IEEE VIS 2018
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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

๐ŸŽ– 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.

๐Ÿ“– 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)

๐Ÿ’ฌ Invited Talks

  • 2023.10, Guest talk @HKUST VIS lab.
  • 2023.05, Guest talk @GAMES | [video].