I worked on the data mining on social networks. More specifically, I worked on the following three problems. influence maximization, learning information diffusion models and tweet popularity prediction on Twitter. Our research results are published on peer reviewed computer science conferences and journals.
Selected publications:
Tianyu Cao, Xindong Wu, Song Wang, and Xiaohua Hu, Maximizing Influence Spread in Modular Social Networks by Optimal Resource Allocation, Expert Systems with Applications, 38(2011), 10: 13128-13135.
Tianyu Cao, Xindong Wu, Xiaohua Hu, Song Wang, Active Learning of Model Parameters for Influence Maximization, ECML PKDD 2011, Athens, Greece, September 5th-9th, 2011, 280-295.
Wei Ding, Tomasz F. Stepinski, Lourenço P. C. Bandeira, Ricardo Vilalta, Youxi Wu, Zhenyu Lu, Tianyu Cao: Automatic detection of craters in planetary images: an embedded framework using feature selection and boosting. CIKM 2010:749-758