544 citations · 617 across the 22 of their papers we have counts for
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cs.LG2020★ 13 cited
Investigating Extensions to Random Walk Based Graph Embedding
Joerg Schloetterer, Martin Wehking, Fatemeh Salehi Rizi +1
Graph embedding has recently gained momentum in the research community, in particular after the introduction of random walk and neural network based approaches. However, most of th…
cs.LG2020★ 25 cited
Shortest path distance approximation using deep learning techniques
Fatemeh Salehi Rizi, Joerg Schloetterer, Michael Granitzer
Computing shortest path distances between nodes lies at the heart of many graph algorithms and applications. Traditional exact methods such as breadth-first-search (BFS) do not sca…