Xiaofeng He

Best Publications

• On the Equivalence of Nonnegative Matrix Factorization and Spectral Clustering.

  Chris H. Q. Ding;Xiaofeng He

  1305
  Citations

• Spectral Relaxation for K-means Clustering

  Hongyuan Zha;Xiaofeng He;Chris Ding;Ming Gu

  851
  Citations

• PageRank: HITS and a Unified Framework for Link Analysis.

  Chris H. Q. Ding;Xiaofeng He;Parry Husbands;Hongyuan Zha

  547
  Citations

• Bipartite graph partitioning and data clustering

  Hongyuan Zha;Xiaofeng He;Chris Ding;Horst Simon

  489
  Citations

• PageRank, HITS and a unified framework for link analysis

  Chris Ding;Xiaofeng He;Parry Husbands;Hongyuan Zha

  259
  Citations

• Cluster merging and splitting in hierarchical clustering algorithms

  Unknown

  204
  Citations

• Link Analysis: Hubs and Authorities on the World Wide Web ∗

  Chris H. Q. Ding;Hongyuan Zha;Xiaofeng He;Parry Husbands

  147
  Citations

• K-nearest-neighbor consistency in data clustering: incorporating local information into global optimization

  Chris Ding;Xiaofeng He

  145
  Citations

• On the Equivalence of Nonnegative Matrix Factorization and K-means - Spectral Clustering

  Chris Ding;Xiaofeng He;Horst D. Simon;Rong Jin

  141
  Citations

• Linearized cluster assignment via spectral ordering

  Chris Ding;Xiaofeng He

  120
  Citations

• Automatic topic identification using webpage clustering

  Xiaofeng He;C.H.Q. Ding;Hongyuan Zha;H.D. Simon

  116
  Citations

• Adaptive dimension reduction for clustering high dimensional data

  Chris Ding;Xiaofeng He;Hongyuan Zha;Horst Simon

  102
  Citations

• Identification of functional modules in protein complexes via hyperclique pattern discovery.

  Hui Xiong;Xiaofeng He;Chris H. Q. Ding;Ya Zhang;Ya Zhang

  94
  Citations

• Spectral min-max cut for graph partitioning and data clustering

  Chris Ding;Xiaofeng He;Hongyuan Zha;Ming Gu

  93
  Citations

• Distributed Data Stream Clustering: A Fast EM-based Approach

  Aoying Zhou;Feng Cao;Ying Yan;Chaofeng Sha

  91
  Citations

• Knowledge Engineering with Big Data

  Xindong Wu;Huanhuan Chen;Gongqing Wu;Jun Liu

  90
  Citations

• Bipartite graph partitioning and data clustering

  Hongyuan Zha;Xiaofeng He;Chris Ding;Ming Gu

  89
  Citations

• Bipartite graph partitioning and data clustering

  Hongyuan Zha;Xiaofeng He;Chris Ding;Ming Gu

  87
  Citations

• A spectral method to separate disconnected and nearly-disconnected web graph components

  Chris H. Q. Ding;Xiaofeng He;Hongyuan Zha

  78
  Citations

• Cluster structure of K-means clustering via principal component analysis

  Chris H. Q. Ding;Xiaofeng He

  77
  Citations