Huang Xu 胥皇


I am a PhD student from Northwestern Polytechnical University. I was supported by China Scholarship Council as a Visiting Scholar at Rutgers-the State University of New Jersey under advisory of Professor Hui Xiong from 2015 to 2017. My research interests are data mining and machine learning. I have been mainly focusing on mining of human resource data during my Ph.D. Some of my research work have been published on SIGKDD, IJCAI, ICDM and THMS.

My research interests are data mining and machine learning.

CV in Chinese


Publications

  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), 2018.

  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.

  6. Zhiwen Yu, Huang Xu, Zhe Yang and Bin Guo, Personalized Travel Package With Multi-Point-of-Interest Recommendation Based on Crowdsourced User Footprints. In IEEE Transactions on Human-Machine Systems (THMS), vol. 46, no. 1, pp. 151-158, Feb. 2016.

  7. Zhiwen Yu, Rong Du, Bin Guo, Huang Xu, Tao Gu, Zhu Wang, and Daqing Zhang, Who should I invite for my party?: combining user preference and influence maximization for social events. In Proceedings of the 2015 ACM International Joint Conference on Pervasive and Ubiquitous Computing(UbiComp 2015), pp. 879-883. ACM, 2015.

  8. Zhiwen Yu, Yun Feng, Huang Xu and Xingshe Zhou, Recommending Travel Packages based on Mobile Crowdsourced Data. IEEE Communications Magazine, Vol. 52, No. 8, August 2014, pp. 56-62.


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.