Xiaotong T Shen

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Xiaotong T Shen

Accepting PhD Students

PhD projects

Deep learning inference and biomedical applications, natural language processing and
generative modeling

1993 …2024

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  • 2023

    Boosting Summarization with Normalizing Flows and Aggressive Training

    Yang, Y. & Shen, X., 2023, EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings. Bouamor, H., Pino, J. & Bali, K. (eds.). Association for Computational Linguistics (ACL), p. 2727-2751 25 p. (EMNLP 2023 - 2023 Conference on Empirical Methods in Natural Language Processing, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2016

    Absolute fused lasso and its application to genome-wide association studies

    Yang, T., Liu, J., Gong, P., Zhang, R., Shen, X. & Ye, J., Aug 13 2016, KDD 2016 - Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1955-1964 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. 13-17-August-2016).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    8 Scopus citations
  • 2012

    Feature grouping and selection over an undirected graph

    Yang, S., Yuan, L., Lai, Y. C., Shen, X., Wonka, P. & Ye, J., 2012, KDD'12 - 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 922-930 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    94 Scopus citations

  • Optimal exact least squares rank minimization

    Xiang, S., Zhu, Y., Shen, X. & Ye, J., 2012, KDD'12 - 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 480-488 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    31 Scopus citations
  • 2006

    Multiple video object extraction using multi-category ψ-learning

    Liu, Y., Zheng, Y. F. & Shen, X. T., 2006, 2006 IEEE International Conference on Acoustics, Speech, and Signal Processing - Proceedings. p. V909-V912 1661424. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 5).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1 Scopus citations

  • On L1-norm multi-class support vector machines

    Wang, L., Shen, X. T. & Zheng, Y. F., 2006, Proceedings - 5th International Conference on Machine Learning and Applications, ICMLA 2006. p. 83-88 6 p. 4041474. (Proceedings - 5th International Conference on Machine Learning and Applications, ICMLA 2006).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    4 Scopus citations