114 citations · 286 across the 20 of their papers we have counts for
4 papers · 1 filter
Coalescence estimates for the corner growth model with exponential weights
Timo Seppäläinen, Xiao Shen
We establish estimates for the coalescence time of semi-infinite directed geodesics in the planar corner growth model with i.i.d. exponential weights. There are four estimates: upp…
Adversarial Training Methods for Network Embedding
Quanyu Dai, Xiao Shen, Liang Zhang +2
Network Embedding is the task of learning continuous node representations for networks, which has been shown effective in a variety of tasks such as link prediction and node classi…
Deep Network Embedding for Graph Representation Learning in Signed Networks
Xiao Shen, Fu-Lai Chung
Network embedding has attracted an increasing attention over the past few years. As an effective approach to solve graph mining problems, network embedding aims to learn a low-dime…
Network Together: Node Classification via Cross network Deep Network Embedding
Xiao Shen, Quanyu Dai, Sitong Mao +2
Network embedding is a highly effective method to learn low-dimensional node vector representations with original network structures being well preserved. However, existing network…