I am a first year Ph.D. student in Professor Jiawei Han’s Data Mining Group at the Computer Science Department of UIUC. Before that, I was a member of the Knowledge Engineering Group (KEG) of Tsinghua University, supervised by Professor Jie Tang. I was a research intern in Cornell University in 2016, working with Professor Thorsten Joachims and his group.
I’m obsessed with exciting problems on natural language understanding and information extraction from unstructured data, along with learning problems related to human decisions. Please feel free to drop me an email on any interesting topics!
End-to-End Reinforcement Learning for Automatic Taxonomy Induction
Yuning Mao, Xiang Ren, Jiaming Shen, Xiaotao Gu, Jiawei Han.
Annual Meeting of the Association for Computational Linguistics (ACL), 2018.
Profiling Web Users Using Big Data
Xiaotao Gu, Hong Yang, Jie Tang, Jing Zhang, Fanjin Zhang, Debing Liu, Wendy Hall, and Xiao Fu.
Social Network Analysis and Mining (SNAM), 2018
Web User Profiling using Data Redundancy
Xiaotao Gu, Hong Yang, Jie Tang*, Jing Zhang
The 2016 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining (ASONAM’16) [13.6%]. August 18-21, San Francisco, 2016
(BEST STUDENT PAPER RUNNER-UP)
Large-scale Validation of Counterfactual Learning Methods: A Test-Bed,
D. Lefortier and A. Swaminathan and X. Gu and T. Joachims and M. de Rijke NIPS Workshop on “Inference and Learning of Hypothetical and Counterfactual Interventions in Complex Systems”, 2016.
Scholar Gender Prediction
We developed a coarse toy for gender inference based on name and affiliation. Using Google results only, we easily outperform traditional ways, where an existing name list for each gender is used. Thanks Hong for setting up the web page. Have fun and welcome to send me bug reports!
Download and parse Google search page in batch, python package.
- 2017.8 - present
PhD Student, University of Illinois at Urbana-Champaign, supervised by Professor Jiawei Han
- 2016.7 - 2016.9
- Research Intern, Cornell University, working with Professor Thorsten Joachims
- 2015.6 - 2015.8
- Engineering Intern, Yitu Corporation
- 2013.9 - 2017.6
- Knowledge Engineering Group, Tsinghua University, supervised by Professor Jie Tang
- 2018.1 - Present
- CS412 Introduction to Data Mining (Coursera), UIUC
- 2016.9 - 2017.1
- Software Engineering, Tsinghua University