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Yanjun (Jane) Qi


Jane Qi

Assistant Professor of Computer Science

Office: Rice Hall, Room 503
Phone: 434-243-3089
Email: yq2h@cs.virginia.edu
Home Page: Yanjun Qi

Google Scholar Page

Department of Computer Science
School of Engineering and Applied Scienc
University of Virginia
85 Engineer's Way, P.O. Box 400740
Charlottesville, Virginia 22904-4740

Areas Of Interest

Machine Learning, Bioinformatics, Data Mining, Medical Informatics

Biographical Sketch

Yanjun Qi received her PhD in Computer Science from Carnegie Mellon University in 2008. After receiving her PhD, Yanjun joined Machine Learning Department at NEC Labs America as a Postdoctoral Scientist and later became a Research Staff member. She joined the University of Virginia Department of Computer Science as an Assistant Professor in 2013.

Research

Qi's research interests are within data mining and machine learning. She is particularly interested in applying learning techniques to text, images, video and biological data analysis.

Selected Publications

  • Y. Qi, P. Kuksa, R. Collobert, K. Sadamasa, K. Kavukcuoglu, J. Weston,(2009) "Semi-Supervised Sequence Labeling with Self-Learned Feature" IEEE International Conference on Data Mining (ICDM)
  • Y. Qi, O.Tastan, J. Carbonell, J. Klein-Seetharaman, J. Weston (2010) "Semi-Supervised Multi-Task Learning for Predicting Interactions between HIV-1 and Human Proteins", Bioinformatics
  • Y. Qi, M. Osh, J. Weston, W. Noble (2012), "A unified multitask architecture for predicting local protein properties", PLoS ONE
  • Y. He, Y. Qi, K. Kavukcuoglu, H. Park (2012) "Learning the Dependency Structure of Latent Factors", Neural Information Processing Systems (NIPS)
  • Y. Qi, HK. Dhiman, et al, Z. Bar-Joseph, J. Klein-Seetharaman,(2009) "Systematic prediction of human membrane receptor interactions", PROTEOMICS