2 citations · 3 across the 4 of their papers we have counts for
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cs.LG2018
t-PINE: Tensor-based Predictable and Interpretable Node Embeddings
Saba A. Al-Sayouri, Ekta Gujral, Danai Koutra +2
Graph representations have increasingly grown in popularity during the last years. Existing representation learning approaches explicitly encode network structure. Despite their go…
cs.LG2018★ 1 cited
RECS: Robust Graph Embedding Using Connection Subgraphs
Saba A. Al-Sayouri, Danai Koutra, Evangelos E. Papalexakis +1
The success of graph embeddings or node representation learning in a variety of downstream tasks, such as node classification, link prediction, and recommendation systems, has led…