Chuan Hu

1 Contact

2 Research Interest

  • theory and methodology for discovering influence relationships, influence aspect and temporal dynamics of influence on graph structured data
  • fast algorithm for graphical model parameter inference such as Gibbs sampling, EM, Sum Product, and etc.
  • scalable and energy efficient Data Mining and Machine Learning algorithm on Big Data

3 Publication

  • Chuan Hu, Huiping Cao: Aspect-level Influence Discovery from Graphs, IEEE Transactions on Knowledge and Data Engineering (TKDE) (To appear in the next issue).
  • Chuan Hu, Huiping Cao: Discovering Time-evolving Influence from Dynamic Heterogeneous Graphs, 2015 IEEE International Conference on Big Data (IEEE BigData 2015) the first International Workshop on Mining Big Data in Social Networks (MBD-SONET). Slides
  • Yifan Hao, Huiping Cao, Yan Qi, Chuan Hu, Sukumar Brahma, and Jingyu Han: Efficient Keyword Search on Graphs using MapReduce, 2015 IEEE International Conference on Big Data (IEEE BigData 2015) short paper.
  • Yifan Hao, Huiping Cao, Chuan Hu, Kabi Bhattarai, Satyajayant Misra: "K-anonymity for social networks containing rich structural and textual information", Social Network Analysis and Mining (SNAM)
  • Chuan Hu, Huiping Cao, Chaomin Ke: "Detecting Influence Relationships from Graphs", 2014 SIAM International Conference on DATA MINING (SDM 2014). Paper, code and dataset. . Poster Slides
  • Chuan Hu, Cheng Zhang, Tiejun Wang, Qing Li: "An Adaptive Recommendation System in Social Media", 2012 Hawaii International Conference on System Sciences (HICSS-45)
  • (under review) Qing Li, Yuanzhu Chen, Zhangxi Lin, Chen Zhang, Chuan Hu: "News Recommendation in Social Media: a balanced perspective of authors and readers", IEEE transactions on Systems, Man and Cybernetics (IEEE SMC)

3 Award

  • 2014 Spring Outstanding Teaching Assistant Prize from NMSU Computer Science Department
  • SDM2014 Student Travel Support

4 Teaching Assistance

  • 2013 Fall CS272 INTRDN-DATA STRCTRS
  • 2014 Spring CS272 INTRDN-DATA STRCTRS
  • 2014 Fall CS271 O O PROGRAMMING
  • 2014 Fall CS510 AUTOMATA, LANG, COMP

5 Education Experience

  • 2005.9 ~ 2008.6 Shude High School, Chengdu, China
  • 2008.9 ~ 2012.6 B.Sc. Southwestern University of Finance and Economics
  • 2012.8 ~ present Ph.D. New Mexico State University Computer Science Department