48 citations · 51 across the 4 of their papers we have counts for
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cs.LG2021★ 1 cited
Latent Network Embedding via Adversarial Auto-encoders
Minglong Lei, Yong Shi, Lingfeng Niu
Graph auto-encoders have proved to be useful in network embedding task. However, current models only consider explicit structures and fail to explore the informative latent structu…
cs.LG2018
A Novel Large-scale Ordinal Regression Model
Yong Shi, Huadong Wang, Xin Shen +1
Ordinal regression (OR) is a special multiclass classification problem where an order relation exists among the labels. Recent years, people share their opinions and sentimental ju…
cs.LG2018★ 2 cited
Diffusion Based Network Embedding
Yong Shi, Minglong Lei, Peng Zhang +1
In network embedding, random walks play a fundamental role in preserving network structures. However, random walk based embedding methods have two limitations. First, random walk m…