A Framework for Knowledge-Derived Query Suggestions

S Rezayi, N Lipka, V Vinay, RA Rossi… - … Conference on Big …, 2021 - ieeexplore.ieee.org
Search engines for domain-specific media collections often rely on rich metadata being
available for the content items. The annotations may not be complete or rich enough to …

Understanding higher-order structures in evolving graphs: A simplicial complex based kernel estimation approach

M Kaul, M Imaizumi - arXiv preprint arXiv:2102.03609, 2021 - arxiv.org
Dynamic graphs are rife with higher-order interactions, such as co-authorship relationships
and protein-protein interactions in biological networks, that naturally arise between more …

Self-supervised graph representation learning with variational inference

Z Liao, W Liang, H Liu, J Mu, X Zhang - Pacific-Asia Conference on …, 2021 - Springer
Graph representation learning aims to convert the graph-structured data into a low
dimensional space in which the graph structural information and graph properties are …