Jinbin Huang

I’m a Data Visualization Ph.D. student at Arizona State University working with Chris Bryan.

My research focuses on designing and developing interfaces to help non-experts understanding machine learning models, especially deep neural networks. I also apply immersive technologies to enhance sense-making in data analytics.

I have collaborated with physicians, developers, designers and scientists from Phoenix Children’s Hospital, OPPO U.S. Research Center, BOSCH USA and IBM.

news

Oct 15, 2022	Having two different conference presentation in a week! I will give a talk for ConceptExplainer in Oklahoma City and joing from remote to present SPARVIS to folks attending the VAinIE workshop in ISMAR 2022
Aug 12, 2022	Wrapping up my research internship at BOSCH. I’ve learned a lot this summer working with with Wenbin He, and Liang Gou!
Aug 8, 2022	Our paper SPARVIS: Combining Smartphone and Augmented Reality for Visual Data Analytics is accepted to the Visual Analytics in Immersive Environments (VAinIE) Workshop at ISMAR 2022!
Jun 6, 2022	Our full paper ConceptExplainer: Interactive Explanation for Deep Neural Networks from a Concept Perspective is accepted to IEEE VIS 2022!
Aug 16, 2021	Our paper Phoenix Virtual Heart: A Hybrid VR-Desktop Visualization System for Cardiac Surgery Planning and Education is accepted the IEEE Workshop on Visual Analytics in Healthcare (VAHC) in IEEE VIS 2021

selected publications

SPARVIS: Combining Smartphone and Augmented Reality for Visual Data Analytics

Jinbin Huang, Shuang Liang, Qi Xiong, and 4 more authors

In 2022 IEEE International Symposium on Mixed and Augmented Reality Adjunct (ISMAR-Adjunct) 2022
ConceptExplainer: Interactive Explanation for Deep Neural Networks from a Concept Perspective

Jinbin Huang, Aditi Mishra, Bum Chul Kwon, and 1 more author

IEEE Transactions on Visualization and Computer Graphics 2022
Phoenix Virtual Heart: A Hybrid VR-Desktop Visualization System for Cardiac Surgery Planning and Education

Jinbin Huang, Jonathan D Plasencia, Dianna ME Bardo, and 4 more authors

In 2021 IEEE Workshop on Visual Analytics in Healthcare (VAHC) 2021
Why? Why not? When? Visual Explanations of Agent Behaviour in Reinforcement Learning

Aditi Mishra, Utkarsh Soni, Jinbin Huang, and 1 more author

In 2022 IEEE 15th Pacific Visualization Symposium (PacificVis) 2022