51 citations · 195 across the 11 of their papers we have counts for
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cs.LG2021
Learning Based Proximity Matrix Factorization for Node Embedding
Xingyi Zhang, Kun Xie, Sibo Wang +1
Node embedding learns a low-dimensional representation for each node in the graph. Recent progress on node embedding shows that proximity matrix factorization methods gain superb p…
cs.DS2021★ 45 cited
Approximate Graph Propagation
Hanzhi Wang, Mingguo He, Zhewei Wei +4
Efficient computation of node proximity queries such as transition probabilities, Personalized PageRank, and Katz are of fundamental importance in various graph mining and learning…