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Zhen Zhang

Associate Professor

19982023

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  • 2020

    Is network the bottleneck of distributed training?

    Zhang, Z., Chang, C., Lin, H., Wang, Y., Arora, R. & Jin, X., Aug 14 2020, NetAI 2020 - Proceedings of the 2020 Workshop on Network Meets AI and ML. Association for Computing Machinery, p. 8-13 6 p. (NetAI 2020 - Proceedings of the 2020 Workshop on Network Meets AI and ML).

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

    1 Scopus citations

  • Pipe switch: Fast pipelined context switching for deep learning applications

    Bai, Z., Zhang, Z., Zhu, Y. & Jin, X., 2020, Proceedings of the 14th USENIX Symposium on Operating Systems Design and Implementation, OSDI 2020. USENIX Association, p. 499-514 16 p. (Proceedings of the 14th USENIX Symposium on Operating Systems Design and Implementation, OSDI 2020).

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

  • 2012

    Accurate identification of significant aberrations in contaminated cancer genome

    Hou, X., Yu, G., Yuan, X., Zhang, B., Shih, I. M., Zhang, Z., Clarke, R. & Madhavan, S., Dec 1 2012, Proceedings 2012 IEEE International Workshop on Genomic Signal Processing and Statistics, GENSIPS 2012. p. 74-77 4 p. 6507730. (Proceedings - IEEE International Workshop on Genomic Signal Processing and Statistics).

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

  • 2011

    Cardinal multiridgelet-based prostate cancer histological image classification for Gleason grading

    Yoon, H. J., Li, C. C., Christudass, C., Veltri, R., Epstein, J. I. & Zhang, Z., Dec 1 2011, Proceedings - 2011 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2011. p. 315-320 6 p. 6120459. (Proceedings - 2011 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2011).

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

    15 Scopus citations
  • 2007

    Biomarker identification by knowledge-driven multi-level ICA and motif analysis

    Chen, L., Wang, C., Shih, I. M., Wang, T. L., Zhang, Z., Wang, Y., Clarke, R., Hoffman, E. & Xuan, J., 2007, Proceedings - 6th International Conference on Machine Learning and Applications, ICMLA 2007. p. 560-566 7 p. 4457289. (Proceedings - 6th International Conference on Machine Learning and Applications, ICMLA 2007).

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

    1 Scopus citations