75 citations · 473 across the 72 of their papers we have counts for
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cs.AI2017★ 2 cited
Graph Embedding with Rich Information through Heterogeneous Network
Guolei Sun, Xiangliang Zhang
Graph embedding has attracted increasing attention due to its critical application in social network analysis. Most existing algorithms for graph embedding only rely on the typolog…
cs.LG2017
Coarse Grained Exponential Variational Autoencoders
Ke Sun, Xiangliang Zhang
Variational autoencoders (VAE) often use Gaussian or category distribution to model the inference process. This puts a limit on variational learning because this simplified assumpt…