Assistant Professor Department of Computer Science and Engineering

Yuxin Ma is a Tenure-Track Assistant Professor in the Department of Computer Science and Engineering, Southern University of Science and Technology (SUSTech). He received his B.S. and Ph.D. from Zhejiang University in 2012 and 2017, respectively. Before joining SUSTech, he worked as a Research Intern in Sensor-enhanced Social Media (SeSaMe) Center at National University of Singapore and Postdoctoral Research Associate in the School of Computing, Informatics, and Decision Systems Engineering (CIDSE) at Arizona State University. His primary research interests are in the areas of visualization and visual analytics, focusing on explainable AI, high-dimensional data, and spatiotemporal data. He has served on the program committees for the ChinaVis 2021 and Visualization Meets AI Workshop at PacificVis 2021. He is a recipient of the CVM Journal Honorable Mention Award and Lu Zengyong CAD&CG High-Tech Award (Third Prize).

For more details, please refer to https://mayuxin.me .

Personal Profile

Education

  • 2012 - 2017: Ph.D. in Computer Science and Technology, Zhejiang University.
  • 2008 - 2012: BSc in Software Engineering, Zhejiang University.

Research Experience

  • 2018 - 2021: Postdoctoral Research Associate, CIDSE, Arizona State University.
  • 2016 - 2017: Research Intern, SeSaMe Research Center, National University of Singapore.

Academic Service

  • Program Committee Member, China Visualization and Visual Analytics Conference (ChinaVis). 2021.
  • Program Committee Member, PacificVis Workshop on VIS Meets AI. 2021.
  • Reviewer, IEEE VIS. 2019, 2020, 2021.
  • Reviewer, ACM CHI Conference on Human Factors in Computing Systems (CHI). 2020.
  • Reviewer, IEEE Transactions on Knowledge and Data Engineering (TKDE). 2018.
  • Reviewer, Eurographics/IEEE-VGTC Symposium on Visualization (EuroVis). 2019, 2020, 2021.
  • Reviewer, IEEE Pacific Visualization Symposium (PacificVis), 2019, 2020.
  • Reviewer, China Visualization and Visual Analytics Conference (ChinaVis). 2019.
  • Reviewer, Visual Informatics. 2018, 2019, 2020.

Awards

  • Honorable Mention Award, Computational Visual Media Journal, 2017.
  • Lu Zengyong CAD&CG High-Tech Award, 2016.

Research

Data Visualization

Visual Analytics

Explainable AI


Publications Read More

(Please refer to my Google Scholar page for more details.)

Tiankai Xie, Yuxin Ma, Jian Kang, Hanghang Tong, and Ross Maciejewski. FairRankVis: A Visual Analytics Framework for Exploring Algorithmic Fairness in Graph Mining Models. IEEE Transactions on Visualization and Computer Graphics (Proc. VIS 2021). 2021.

Yuxin Ma, Arlen Fan, Jingrui He, Arun Reddy Nelakurthi, and Ross Maciejewski. A Visual Analytics Framework for Explaining and Diagnosing Transfer Learning Processes. IEEE Transactions on Visualization and Computer Graphics, 27(2):1385-1395. 2021.

Tiankai Xie, Yuxin Ma, Hanghang Tong, My Thai, and Ross Maciejewski. Auditing the Sensitivity of Graph-based Ranking with Visual Analytics. IEEE Transactions on Visualization and Computer Graphics, 27(2):1459-1469. 2021.

Yuxin Ma and Ross Maciejewski. Visual Analysis of Class Separations with Locally Linear Segments. IEEE Transactions on Visualization and Computer Graphics, 27(1):241-253. 2021.

Yuxin Ma, Prannoy Chandra Pydi Medini, Jake R. Nelson, Ran Wei, Tony H. Grubesic, Jorge Sefair, and Ross Maciejewski. A Visual Analytics System for Oil Spill Response and Recovery. IEEE Computer Graphics and Applications. 2020. (Early Access)

Yuxin Ma, Tiankai Xie, Jundong Li, and Ross Maciejewski. Explaining Vulnerabilities to Adversarial Machine Learning through Visual Analytics. IEEE Transactions on Visualization and Computer Graphics, 26(1):1075-1085. 2020.

Yuxin Ma, Anthony K. H. Tung, Wei Wang, Xiang Gao, Zhigeng Pan, and Wei Chen. ScatterNet: A Deep Subjective Similarity Model for Visual Analysis of Scatterplots. IEEE Transactions on Visualization and Computer Graphics, 26(3):1562-1576. 2020.

Lab members Read More

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Contact Us

Contact Address

Room 512, South Tower, Engineering Building

Office Phone

Email

mayx@sustech.edu.cn

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