Democratize Complicated Algorithms
via Interactive Data Visualization

Visual Analysis of Discrimination in Machine Learning

Qianwen Wang, Zhenhua Xu, Zhutian Chen, Yong Wang,
Shixia Liu, and Huamin Qu

IEEE InfoVis 2020

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HypoML: Visual Analysis for Hypothesis-based Evaluation ofMachine Learning Models

Qianwen Wang, William Alexander, Jack Pegg, Huamin Qu, and Min Chen


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Visual Genealogy of Deep Neural Networks

A visual summary of representative DNNs and their evolutionary relationships.

Qianwen Wang, Jun Yuan, Shuxin Chen, Su Hang, Huamin Qu, Shixia Liu


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ATMSeer: Increasing Transparency and Controllability
in Automated Machine Learning

An interactive visualization tool that helps users analyze the searched models and refine the search space when using Automated machine learning.

Qianwen Wang, Yao Ming, Zhihua Jin, Qiaomu Shen,
Dongyu Liu, Micah J. Smith, Kalyan Veeramachaneni, Huamin Qu

ACM CHI 2019

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Towards More Accessible Visualization

Applying Machine Learning Advances to Data Visualization: A Survey on ML4VIS

Qianwen Wang, Zhutian Chen, Yong Wang, and Huamin Qu

arxiv preprint

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SineStream: Improving the Readability of Streamgraphs by Minimizing Sine Illusion Effects

Chuan Bu, Quanjie Zhang, Qianwen Wang, Jian Zhang, Michael Sedlmair, Oliver Deussen, Yunhai Wang.

IEEE InfoVIS 2020

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Augmenting Static Visualizations with PapARVis Designer

Zhutian Chen, Wai Tong, Qianwen Wang, Benjamin Bach, and Huamin Qu.

ACM CHI 2020

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Towards Automated Infographic Design:
Deep Learning-based Auto-Generation of Extensible Timeline

Zhutian Chen, Yun Wang, Qianwen Wang, Yong Wang, Huamin Qu

IEEE InfoVis 2019

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DeepDrawing: A Deep Learning Approach to Graph Drawing

Yong Wang, Zhihua Jin, Qianwen Wang, Weiwei Cui, Tengfei Ma, Huamin Qu

IEEE InfoVis 2019

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MARVisT: Authoring Glyph-based Visualization in Mobile Augmented Reality

An AR glyph-based visualization authoring tool that leverages information from reality to assist non-experts in creating personal data visualization.

Zhutian Chen, Yijia Su, Yifang Wang, Qianwen Wang, Huamin Qu,
Yingcai Wu


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Narvis: Authoring Narrative Slideshows
for Introducing Data Visualization Designs

A semi-auto slideshow authoring tool that assists people in explaining visual designs to the non-experts.

Qianwen Wang, Zhen Li, Siwei Fu, Weiwei Cui, Huamin Qu

IEEE InfoVis 2018, IEEE TVCG 25(1) 779-788, 2019

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Other Applications

Draw Your DNN

A graphical user interface where you can build a keras-based model simply through dragging and dropping.
The Award of Most Feasibility, Microsoft One week Hackthon, 2017, Beijing.


Hello, Manager!

A web-based GPU cluster manager, developed during my internship at MSRA.

Pulse of HKUST

A platform where you can explore the data about our university