Zijie Jay Wang

Hi, I'm Jay. I'm a Machine Learning Ph.D. student in the College of Computing at Georgia Tech advised by Polo Chau.

My research focuses on making AI more accessible, interpretable, and accountable, by designing and developing novel interactive interfaces for people to easily and enjoyably interact with machine learning systems at scale.

I received my B.S. from UW–Madison, where I worked closely with Anthony Gitter, Michael Gleicher, and Yu Hen Hu.

News
March 29, 2021
Posted our Dodrio paper on arXiv! Dodrio is an interactive visualization tool that helps researchers explore attention weights with linguistic knowledge.
March 16, 2021
New survey paper on human-in-the-loop systems in NLP is accepted to the HCI + NLP workshop at EACL2021!
Aug. 29, 2020
Two papers, CNN Explainer and Bluff, are accepted for IEEE VIS 2020!
June 18, 2020
Started my first internship at Bosch (Sunnyvale) , working with Liang Gou on visual analytics for autonomous driving.
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Featured Publications
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Fun Projects
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Clip2imgur: Convenient macOS command line tool for uploading screen-shots from the clipboard to Imgur.
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FaceData: MacOS GUI to auto-annotate facial landmarks from a video. Landmarks can be used to train GANs.
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Graphics on the Web: Interactive 2D, 2.5D and 3D computational graphics with shaders and textures, created with HTML canvas and webGL.
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Group Assignment Problem: Flexible and robust Mixed Integer Quadratic Programming model written in Julia to solve a real-life optimization problem.
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Dean's list Vis: Interactive geo-visualization to explore where UW–Madison Chinese students are from.
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Yelp Sentiment: Predicting Yelp ratings based on text comments of restaurants at Madison Wisconsin.