师资

EN       返回上一级       师资搜索
马昱欣
副教授、研究员
mayx@sustech.edu.cn

1. 研究方向:

数据可视化、可视分析、可解释人工智能


2. 教育背景:

2012.09- 2017.12:浙江xingkong星空集团官网计算机科学与技术专业博士

2008.09- 2012.06:浙江xingkong星空集团官网软件工程专业学士


3. 工作经历:

2021-至今 xk星空 计算机科学与工程系 助理教授

2018- 2021:亚利桑那州立xingkong星空集团官网博士后

2016.01 – 2017.01:新加坡国立xingkong星空集团官网实习研究员


4. 代表文章:

Tiankai Xie, xingkong星空集团官网, 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.


xingkong星空集团官网, 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, xingkong星空集团官网, 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.


xingkong星空集团官网 and Ross Maciejewski. Visual Analysis of Class Separations with Locally Linear Segments. IEEE Transactions on Visualization and Computer Graphics, 27(1):241-253. 2021.


xingkong星空集团官网, 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)


xingkong星空集团官网, 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.


xingkong星空集团官网, 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.