Xiaofeng He

Xiaofeng He publication distribution in Computer Science in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Computer Science in 2026. The highlighted bar marks where Xiaofeng He sits on this spectrum.

Xiaofeng He D-index placement in Computer Science in 2026

The chart shows the D-index (discipline H-index) distribution of Computer Science scientists ranked by Research.com in 2026. The highlighted bar marks where Xiaofeng He sits on this spectrum.

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