Welcome to Xiaoxiao (Ricky) Shi's Home Page

Publications

2014

  • Xiaoxiao Shi and Philip S. Yu, "Heterogeneous Embedding via Aggregating Multiple Sources", to appear in Annals of Data Science, 2014.

2013

  • Xiaoxiao Shi, Jean-Francois Paiement, David Grangier, and Philip S. Yu, "GBC: Gradient Boosting Consensus Model for Heterogeneous Data", Statistical Analysis and Data Mining, 2013.

  • Weixiang Shao, Xiaoxiao Shi, and Philip S. Yu, "Clustering on Multiple Incomplete Datasets via Collective Kernel Learning", IEEE International Conference on Data Mining (ICDM 2013).

  • Xiaoxiao Shi, Wei Fan, and Philip S. Yu "Dynamic Shaker Detection from Evolving Entities", accepted by SIAM Data Mining Conference 2013.

2012

2011 2010
  • Xiaoxiao Shi, Kevin Chang, Vijay K. Narayanan, Vanja Josifovski and Alex J. Smola, "A Compression Framework for Generating User Profiles", 2010 ACM SIGIR workshop on feature generation and selection for information retrieval, Geneva, Switzerland, July, 2010.
  • Xiaoxiao Shi, Qi Liu, Wei Fan, Qiang Yang and Philip S. Yu, "Predictive Modeling with Heterogeneous Sources", 2010 SIAM International Conference on Data Mining (SDM'10), Columbus, Ohio, Apr 2010. The Powerpoint presentation is here. The clustering-based KL divergence code can be found at here
Before 2010
  • Xiaoxiao Shi, Wei Fan, and Jiangtao Ren, "Actively Transfer Domain Knowledge", 2008 European Confernce on Machine Learning and Principles and Practices of Knowledge Discovery in Databases (ECML/PKDD08), Antwerp, Belgium. The Powerpoint presentation is here. The code and dataset (synthetic and landmine) written by Xiaoxiao Shi can be found at here, and the 20 Newsgroup data can be found at here. (Active Transfer Learning)