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Cong Xie 谢聪

Graduate Student in Computer Science ,
Shanghai Jiao Tong University
Supervised by Prof. Zhihua Zhang
Address SEIEE #3-503,
Department of Computer Science,
800 Dongchuan Road,
Shanghai Jiao Tong University,
200240, China
Email xcgoner@sjtu.edu.cn
Phone 13022162783 (China)


Research Interest

  • Large-scale Machine Learning
  • Graph Partitioning
  • Graph-structured Learning
  • Bayesian Methods

Publication

  • Cong Xie , Ling Yan, Wu-Jun Li, and Zhihua Zhang. Distributed Power-Law Graph Computing: Theoretical and Empirical Analysis. In Proceedings of Conference on Neural Information Processing Systems (NIPS) 2014. ( PDF, Code )


  • Cong Xie , Ling Yan, Wuxuan Jiang, Wu-Jun Li, and Zhihua Zhang. Distributed Power-Law Graph Computing: Theoretical and Empirical Analysis. ( Long Version, Code )


  • Shenjian Zhao, Cong Xie , and Zhihua Zhang. A Scalable and Extensible Framework for Superposition-Structured Models. The Thirtieth Conference on Artificial Intelligence (AAAI-16) 2015.


  • Wuxuan Jiang, Cong Xie , and Zhihua Zhang. Wishart Mechanism for Differentially Private Principle Components Analysis. The Thirtieth Conference on Artificial Intelligence (AAAI-16) 2015. ( http://arxiv.org/abs/1511.05680 )


  • Cong Xie , Wu-Jun Li, and Zhihua Zhang. S-PowerGraph: Streaming Graph Partitioning for Natural Graphs by Vertex-Cut. ( http://arxiv.org/abs/1511.02586 )


  • Cong Xie , Wu-Jun Li, and Zhihua Zhang. A New Relaxation Approach to Normalized Hypergraph Cut. ( http://arxiv.org/abs/1511.02595 )


  • Cong Xie , Donglin Yang, Yixiang Huang, and Donglai Sun. Feature Extraction and Ensemble Decision Tree Classifier in Plant Failure Detection. Annual Conference of the Prognostics and Health Management Society (IEEE PHM2015 Data Challenge Winner Paper) 2015. ( PDF, Code )



Academic Service

Journal Reviewer

  • Journal of Machine Learning Research

Honors & Awards

  • National Scholarship (Top 2%)
  • 3rd place in IEEE PHM 2015 Data Challenge (Leaderboard)
  • NIPS Travel Award
  • SJTU Academic Excellence Scholarship Class-B (Top 10%)
  • SJTU Academic Excellence Scholarship Class-C (2 Times, Top 20%)
  • 2nd provincial-level in China Undergraduate Mathematical Contest in Modeling

Lecture Notes