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cs.LG2023
Contrastive Learning for Non-Local Graphs with Multi-Resolution Structural Views
Asif Khan, Amos Storkey
Learning node-level representations of heterophilic graphs is crucial for various applications, including fraudster detection and protein function prediction. In such graphs, nodes…
cs.CC2023
The Parallel Dynamic Complexity of the Abelian Cayley Group Membership Problem
V. Arvind, Samir Datta, Asif Khan +3
Let be a finite group given as input by its multiplication table. For a subset of and an element the Cayley Group Membership Problem (denoted CGM) is to check…
cs.DS2023
Dynamic Planar Embedding is in DynFO
Samir Datta, Asif Khan, Anish Mukherjee
Planar Embedding is a drawing of a graph on the plane such that the edges do not intersect each other except at the vertices. We know that testing the planarity of a graph and comp…