261 citations · 1.1k across the 20 of their papers we have counts for
3 papers · 1 filter
Revisiting Role Discovery in Networks: From Node to Edge Roles
Nesreen K. Ahmed, Ryan A. Rossi, Theodore L. Willke +1
Previous work in network analysis has focused on modeling the mixed-memberships of node roles in the graph, but not the roles of edges. We introduce the edge role discovery problem…
Relational Similarity Machines
Ryan A. Rossi, Rong Zhou, Nesreen K. Ahmed
This paper proposes Relational Similarity Machines (RSM): a fast, accurate, and flexible relational learning framework for supervised and semi-supervised learning tasks. Despite th…
Hybrid CPU-GPU Framework for Network Motifs
Ryan A. Rossi, Rong Zhou
Massively parallel architectures such as the GPU are becoming increasingly important due to the recent proliferation of data. In this paper, we propose a key class of hybrid parall…