胥皇


胥皇博士现任华为云主任工程师，主要研究方向是机器学习，研究兴趣包括AI角色动画，及机器学习在大规模计算系统中的应用，包括流量调度、自适应缓存、索引和异常检测等。

2019 年 3 月获得西北工业大学工学博士学位，主要研究方向是数据挖掘和机器学习。博士论文获中国人工智能学会优秀博士学位论文奖，中国计算机学会优秀博士学位论文提名奖。2015 年 11 月至 2017 年 11 月在美国罗格斯-新泽西州立大学访问交流(教育部公派联合培养)。本科毕业于西北工业大学(2009~ 2013 年)，计算机科学与技术专业。博士期间在 SIGKDD、 IJCAI、ICDM 等顶级国际学术会议以及 TKDE、THMS 等权威期刊有多篇论文发表.

简历

论文

  1. Huang Xu,Zhiwen Yu, Jingyuan Yang, Hui Xiong, and Hengshu Zhu. Dynamic Talent Flow Analysis with Deep Sequence Prediction Modeling. IEEE Transactions on Knowledge and Data Engineering (TKDE), 2019.

  2. Huang Xu, Zhiwen Yu, Bin Guo, Mingfei Teng, Hui Xiong, Extracting Job Title Hierarchy from Career Trajectories: A Bayesian Perspective. 2018 International Joint Conference on Artificial Intelligence (IJCAI-2018), Stockholm, Sweden, July 13-19, 2018.

  3. Huang Xu, Zhiwen Yu, Jingyuan Yang, Hui Xiong, Hengshu Zhu, Talent Circle Detection in Job Transition Networks. The 22nd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD-2016) , San Francisco, CA, USA, 2016.

  4. Huang Xu, Zhiwen Yu, Hui Xiong, Bin Guo, and Hengshu Zhu, Learning Career Mobility and Human Activity Patterns for Job Change Analysis. In 2015 IEEE International Conference on Data Mining (ICDM-2015), pp. 1057-1062. IEEE, 2015.

  5. Huang Xu, Zhiwen Yu, Zhu Wang, and Hongbo Ni, SmartMic: a smartphone-based meeting support system. The Journal of Supercomputing 70, no. 3 (2014): 1318-1330.

Honors & Awards

  1. National Scholarship: 2015, 2016, and 2017
  2. Supported by the Doctorate Foundation of Northwestern Polytechnical University: 2015 and 2016
  3. The First Prize Scholarship of NPU: 2010~2017
  4. Excellent Bachelor Thesis of Northwestern Polytechnical University: 2013
  5. National Encouragement Scholarship: 2010, 2011, and 2012

Experience

  • Worked as research intern in Baidu Big Data Lab, June - October, 2015.

  • Recieved B.Eng degree from Northwestern Polytechnical University in 2013.