Song Bian

Ph.D. Candidate

Rm 3252, UW-Madison CS Building
Dept. of Computer Science
The University of Wisconsin-Madison

Email: songbian at cs dot wisc dot edu


Biography

I am currently a first-year Ph.D. student at the University of Wisconsin-Madison (UW-Madison).

My research interests are data management systems and data science

Selected Publications

         
DataPrep.EDA: Task-Centric Exploratory Data Analysis for Statistical Modeling in Python
Jinglin Peng*, Weiyuan Wu*, Brandon Lockhart, Song Bian, Jing Nathan Yan, Linghao Xu, Zhixuan Chi, Jeff Rzeszotarski, Jiannan Wang
Proceedings of the ACM SIGMOD International Conference on Management of Data (SIGMOD), 2021. [paper][code]

Efficient Algorithms for Budgeted Influence Maximization on Massive Social Networks
Song Bian, Qintian Guo, Sibo Wang, Jeffrey Xu Yu
Proceedings of the VLDB Endowment (PVLDB), 2020. [paper][code]

SimGNN: A Neural Network Approach to Fast Graph Similarity Computation
Yunsheng Bai, Hao Ding, Song Bian, Ting Chen, Yizhou Sun, Wei Wang.
ACM International Conference on Web Search and Data Mining (WSDM), 2019. [paper][code]

Manuscripts

   
Are Powerful Graph Neural Nets Necessary? A Dissection on Graph Classification
Ting Chen, Song Bian, Yizhou Sun
Technical Report , 2019. [paper][code]

Experience

Honors & Awards

VLDB Student Registration Support, 2020
Zhijun He Scholarship (Top 1%), 2019

Teaching Assistant

CS564 Database Management Systems: Design and Implementation, 2021-2022, Fall & Spring
SEEM3550 Fundamentals in Information Systems, 2020-2021, Spring
FTEC4001 Advanced Database Technologies, 2020-2021, Fall
SEEM3550 Fundamentals in Information Systems, 2019-2020, Spring
CSCI2100 Data Structures, 2019-2020, Spring


© Song Bian | Last updated: September 2021