584 citations · 3.1k across the 56 of their papers we have counts for
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3 papers · 1 filter
cs.SI2018★ 12 cited
Multi-dimensional Graph Convolutional Networks
Yao Ma, Suhang Wang, Charu C. Aggarwal +2
Convolutional neural networks (CNNs) leverage the great power in representation learning on regular grid data such as image and video. Recently, increasing attention has been paid…
cs.SI2017★ 4 cited
Preserving Local and Global Information for Network Embedding
Yao Ma, Suhang Wang, ZhaoChun Ren +2
Networks such as social networks, airplane networks, and citation networks are ubiquitous. The adjacency matrix is often adopted to represent a network, which is usually high dimen…
cs.SI2016
Streaming Recommender Systems
Shiyu Chang, Yang Zhang, Jiliang Tang +4
The increasing popularity of real-world recommender systems produces data continuously and rapidly, and it becomes more realistic to study recommender systems under streaming scena…