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A matrix sampling approach for efficient SimRank computation Journal article
Information Sciences, 2021,Volume: 556,Page: 1-26
Authors:  Lu,Juan;  Gong,Zhiguo;  Yang,Yiyang
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
Matrix sampling  SimRank  Steepest descent  
GraphLSHC: Towards large scale spectral hypergraph clustering Journal article
Information Sciences, 2021,Volume: 544,Page: 117-134
Authors:  Yang,Yiyang;  Deng,Sucheng;  Lu,Juan;  Li,Yuhong;  Gong,Zhiguo;  U,Leong Hou;  Hao,Zhifeng
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/09
Clustering  Hypergraph  Machine Learning  Unsupervised Learning  
Speeding up SimRank computations by polynomial preconditioners Journal article
Applied Numerical Mathematics, 2020,Volume: 153,Page: 147-163
Authors:  Ng,Sio Wan;  Lei,Siu Long;  Lu,Juan;  Gong,Zhiguo
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/03/09
Graph  Linear system  Matrix  Polynomial preconditioner  SimRank  
A Novel and Fast SimRank Algorithm Journal article
IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, 2017,Volume: 29,Issue: 3,Page: 572-585
Authors:  Lu, Juan;  Gong, Zhiguo;  Lin, Xuemin
Favorite |  | TC[WOS]:6 TC[Scopus]:12 | Submit date:2018/10/30
Simrank  Linear System  Conjugate Gradient